text
stringlengths 1
18.1k
| label
stringclasses 20
values | dataType
stringclasses 2
values | communityName
stringclasses 20
values | datetime
stringclasses 256
values | username_encoded
stringlengths 136
160
| url_encoded
stringlengths 220
332
|
|---|---|---|---|---|---|---|
I been getting a lot of hate and love since i posted. All i ask is keep the same energy and i will as well. I get asked many times why i keep yoloing. Truth is i was fkn broke 7 months ago, lost a girl, bottom line was about to rope. I do this because I want to never fuckn look back and live that life again. I do this for the fkn dream. If this shit hits im going to chill tf out, 700k is amazing but it will run out. Im trying to set my future self up for good. Now watch me shoot the greatest shot of my life or blow up trying. Too many fkn sissies and boomers asking me why why why? Why are you here on WSB if you are not going to be degen to the max. I do this for the final play so I can make it for real. I am holding strong into the next week | r/wallstreetbets | post | r/wallstreetbets | 2024-11-22 | Z0FBQUFBQm5YV0N5M2xpSzVlOHBjTnFXYkNGZTJOOHVkUVZlZUtyeWtPQVpvXzhvdS1Gc1ZzZXVTdWthcjlNNEZBRzJFM196UFk1akpBa2wtRGJkRnYyS0QxR3JUSHBTWXc9PQ== | Z0FBQUFBQm5YV0RCTlpFbmNXR05Fc1Zxbl9mRElYTGY3VFlqZDJGWG55VmNZNWVhSVlTQ2QtYVRqNTBIQl9vQ05NeW8wQm5WYzh2N0NILVlLZzVoZUduVUFHNmdWVnlmVTA5UnBUSkVaUEYwaEQybVNqd29IYzNyd2hOdWozZ2haY0pJMzdqdHEzalFqUl84ek1ITC1sMkt6X3ZjLWwyMEpZSXZNb1F1SVB4VHpZTTVxaEg0cXR6S1l2anhnbUF5TkZGOFhDVTR5M3A0RGtUN29oTHpEQWNpb3JrNkpNZEpRQT09 |
Hello everyone,
We've posted in this sub a few times since 2021, some of you guys probably know about us already.
We've been providing VPS and Webhosting for the monero community since we've started, and will hopefully continue to do so for many many years to come.
We love privacy and are offering no kyc hosting services. Over 50% of our orders are made with Monero, which is amazing.
Today is a big day as we secured Singapore as a new location for our VPS.
To celebrate that we are offering 30% recurring discount on all Singapore VPS with the coupon code SG_30.
Everytime we post here we get great feedback that we try to implement.
So as usual, if you have more to shoot our way, please feel free to do so.
You can check us out here: https://servers.guru
We try our best to democratize privacy and decentralized economy, and there is no better tool than monero to do that.
Thank you for your time :) | r/monero | post | r/Monero | 2024-11-22 | Z0FBQUFBQm5YV0N5WWdmblhPUU1YdzNJaVpKX3RGaW02NWpKVEJSNDd2VkFWbFc5MmhyeGdVd3ctNW84U3Q0ckpncHJ5UlEzNWZXMnFtWVB3MDA3dGlsNXBKZHREV2xWeXc9PQ== | Z0FBQUFBQm5YV0RCMDcwekYwUTR0aVhNMkp5U0duMmw2WnJvQi1QWkZsdFhLaGtmTUxOTnEwWHVteVppVm1Edmh0amtLZnpCb2E2QzFmenVQcklwWUdVSC02SmxMeDlVbG1paDlnTHpXN1lFN1VBRDFEdnBHcW1yeFpOcW5vQjRianhTSF9kQndmUTlIWEJfNEcxYzhtckthVmk1dmFWREpaamRvREg3cGVZa2EwWjdOVXV2OXFzTVI4eUNCT1BSSmlvYXI5U3MxTEE3 |
Hi, i can't say nothing but that y'all told me a week ago to not buy pump coins but regardless i bought about 170$ SOL and started gambling, even though i've got a few +600% i lost it all, thankfully thats not some life changing money to me but still after losing i thought every time that i kinda learned something from it just to apply that to the next coin and lose again, i still think the only ones who really make money off this are just scammers. i think i'll stick to hold SOL and keep moving | r/solana | post | r/solana | 2024-11-22 | Z0FBQUFBQm5YV0N5ZDltUnFuWmNwb0FUeVFsa1JIdThwaENES1BEcS1KR3dpQ1dLaERwdWl5TzJObGFRbmh0TE0wZDQzSkgtTTluaWIydmIzVGdhNHgyVi1OZzVXMHptb0E9PQ== | Z0FBQUFBQm5YV0RCZEdmcm9ybGJXUVZVV08tbmhPem1fMjQzY0lBd0gtRFlXWlkzTjlVNkdTTjJIQU5veGp3ejJrV3JMQUNNZzdEa24xelpNdzQtSmV4RC1fUGJFZFNLQ3pPdmk0a1hqNS1mMlB6aXlJNEdGbnZuTjYtXzJ6RzFpRmpkb25zaHhKWnFyZEpaYUlNZkl0RzNnMjctR0llSldtcjNvRGZYZnk0RnQzYVdXcldoaUJJPQ== |
Considering buying one, for BTC and monero.
I do want to have some anonymous coins in the future.
I have no idea where to buy one in a physical shop tho. | r/monero | post | r/Monero | 2024-11-22 | Z0FBQUFBQm5YV0N5RkJzY0M5aENyRm1EZjZlOGFOWXVGQy1PX25YRlFWU0VHd0VXcy1nemdoaEhXVFR5b2NBd0ZISm1SZWUyV1NWS2o4ZGRMZ2xpZ0JZblhwZXJJWWM2Mnc9PQ== | Z0FBQUFBQm5YV0RCb2dEMzQyUXNtQ2xQNWxfSEpwR0FkbVNjbEpjYWFWZGFldElORjZ6NU91V1h0aXRPZFBiUnRkc1I1MmJNbjk3YlhQaWhaTjlGd2o4S1dxQWJCaUVKdGhfMUE3UWh3bHZtMFFfREVNQkhVcHlFTHROaEtsZlp1SEN6VmZySmtXWkhKYW1CR0IydWNXWHNIRUwwNzNhanNKZEdGQ0ptS1JfZkFzWXlKTXQ0bnNvRjZDUkRGQ0IwaXllX0R2ZzNBbUhQRTVXRlVSR1ZmVzZWaHlObkdlZmZQUT09 |
We have so many repos and libraries available to us for building, deploying, and using LLMs for tasks. We have hubs for models, plug-in-play libraries for things like LoRA and RAG, containerization for deploying models with APIs, extensions to integrate LLMs into IDEs and workflows, and plenty more. There’s stuff for managing and orchestrating agents.
Suffice to say, we have tons to open source tools to work to start working on both niche and general uses for LLMs.
That’s all great, but what I’m always having to build from scratch is getting context. Be that tools for online searches, webpage parsing (even common webpages that I know people would love to be easier to use for context), document parsing, etc.
I’ve been seen more cool projects pop up, but I’ve been seeing those projects provide details or implementation less and less on how they are finding, accessing, retrieving, and processing context.
There are plenty libraries to build tools for this purpose, but I just see less and less people sharing those.
Now I understand the context different projects need can be pretty niche, so reusability could be sparse.
But is my perception wrong? Are there open-source resources for finding existing context extraction/scraping implementations or places to submit your own to make it easier for others to find? | r/machinelearning | post | r/MachineLearning | 2024-11-22 | Z0FBQUFBQm5YV0N5TGE0OG1TVmRWSFRxMDVNVzF2cjFmVi05NndwOFBwRFgtSm9hWXN5UFB4Rm16em1qaUNpNWQtYzFxTllpek1RRDhqY2FFa3RuSFhOa3R6ZnhBcnRBSWc9PQ== | Z0FBQUFBQm5YV0RCVEtUMkMxZWd1NGV2RE13algzek9QZkFjSndtRnZvYklRUm9ySUhjOGREU0JFTVNQNnQyS0ZQSUd5OWtvOTZ2MXdmNjdRZXczNXhScFNxV1BFZ1BmdFQ5b19GQjdEX0dYRlk4cXRnRVhkeTZRRjEydjdLSGdnS3EzdkxFSE5JMjhXU3BLcVhrbDFXQm50QUhtQm1wak82OURQblZ4S05vS0dRaHpIZEJWNEZzZUVVaHNqU0huVHpfTkVxVG9FRndwNGFZaElpRTU5cmVKbUxUTUdzazRBUT09 |
I love nasdaq contracts | r/wallstreetbets | post | r/wallstreetbets | 2024-11-22 | Z0FBQUFBQm5YV0N5UjhrYk4ybHRyajdZVzFic01EdG9xNGhRSFA1YldTWjJMZEllLURfUVBRdG1CRWROOU4zSnNSU2VMcHRBOTl6LXAtTVJWY08zd3JpX1R2R090dURlZVE9PQ== | Z0FBQUFBQm5YV0RCdkctZjdxbWpJUzBTVEhsaC10T25zOFVQNENoWUh0Z2lyRGxQY201SENIWDdxSnJ4TjVBWVhCd0xyWXY2Rnh3U0w2MW9VekpzLTZ5V2pkQUNmUjM1WHhYaFptdVIwTmpyM25HVUozTkctQnEtcnVEQTV4MzJPRGtDVkN0Q1ZkR19TVFlZZFZtVVNEb1BWSVNkUEhueUM2WXpOYU55T1ZDTXRoZG5QcEhrNmZPSEFlUmFOeTVneGpjV3YxRzRNdW54 |
ACHR isn't just another eVTOL play. They are literally building the future of transportation while everyone else is still drawing pictures.
Their manufacturing facility will be completed in weeks. They have received a [$400M backing from Stellantis](https://beyondspx.com/article/archer-aviation-pioneering-the-future-of-electric-aviation) for production. This is not some vaporware - they have real manufacturing power. The company will pump out 650 aircraft yearly. That translates to billions in revenue when each Midnight sells for $5M+.
Regarding FAA certification, they have [already nailed Phase 3 of 4](https://finance.yahoo.com/news/archer-announces-third-quarter-2024-210500611.html). While other companies are still figuring out how to get off the ground, ACHR has already obtained their Part 135 certificate. They are ready to operate the moment they receive final approval.
Their international expansion is moving at an incredible pace. A [massive UAE deal is coming in Q4 2025](https://finance.yahoo.com/news/archer-hires-uae-leader-abu-050000552.html). They have just secured the UAE's top aviation regulator. Additionally, they have a [Japan Airlines partnership locked in](https://finance.yahoo.com/news/japan-airlines-sumitomo-corporation-joint-venture-130000670.html), which includes a $500M aircraft order. Their order book has now reached $6B+ with actual orders and deposits.
The most compelling aspect is that they have $500M cash on hand. They are burning far less capital than their competitors. With a big auto partnership, upcoming FAA approval, global expansion, and a first-mover advantage in a trillion-dollar market, this is not some penny stock moonshot. They are positioned as the next Tesla of the skies. The infrastructure is ready, regulations are green-lit, and wealthy individuals are eager for flying taxis. The numbers speak for themselves. But, perhaps I am too optomistic - I'd love to hear your thoughts. | r/stocks | post | r/stocks | 2024-11-22 | Z0FBQUFBQm5YV0N5eUFhS3I5ZTVNQXlNbndMN0cySzNjMXJIa0pkdzdYZGdwQWgtZkRhWE1ILThEQ2hVVDRoek4xdUlHcHRJWU1vd2tzM2sydkZvWUNfUjBPSGNlVndwUFE9PQ== | Z0FBQUFBQm5YV0RCVHl3bXBRRTl3RnFpV0hILWJtaU52MTZzc2NabHg4ckVFQUVZMG81cnhHSThYUG5uT0FYVXlnSlU1NmhkbDdmRjF5dlZzVlVXR2RDU05EWFlES09WODdXLXN2RWFUSldUOXNIRW10TUZKdWJkcmxfVWltbXZnclhtSnN6eFdSeVJmZW04aFdWV1pnbE9VNjlmckE1clNTUlgyd1RMU0xNX29LVUQxMkowS1VPQW00TFZjMUFNcFZpS1kxQ0Jyel92 |
Anyone holding Render here? It seems that Bittensor is a decentralized machine learning network for AI model training and collaboration, targeting the machine learning community, while Render focuses on decentralizing GPU power for rendering visual media and AI model training (only recently), catering to creative industries
Which one do you believe have more potential? And how can decentralized platforms like Bittensor and Render compete with large-scale centralized providers like AWS or Azure? | r/bittensor_ | post | r/bittensor_ | 2024-11-22 | Z0FBQUFBQm5YV0N5ZVJYU1dDRTVQUTJSV3RxT1V1NDN6UmVlNndodHlUS1d3eWlsczNaVGJ2YnZKRlo5UW9VLV9yY0hjcFJzNjFVOE1nZWxQdU00Z01PRVllU2NjdmgwRVE9PQ== | Z0FBQUFBQm5YV0RCWTdiRHA5SVFtN29YcXRKVTBRLWxfQWcyX1BrTWNLb3lyWGN6UzIwN1VqQ0tfN25BUE5OOVhId1ctdnNmMnM1eFhRVlgzYXI5Y3hfajhTeEtXY3RhUnJXM3gxZ1BKRUh0UEFyZGlRak5pRzdLSWhJQV9leHg3R1ZwYkp5ek1CcHQzUHZ4MDY4NTZ1MURXa015ZmI0b2tWS2VIT1lvaHZna0ZVVEdJMnNQdmZGX3JtY1FUeGdlQUZsRGpueXVJZlk2 |
I mean, why would anyone buy it? Why would anyone stake it when the current APR IS 0,74%?
What happened? | r/defi | post | r/defi | 2024-11-22 | Z0FBQUFBQm5YV0N5aEJuMmZaYzhCcm1NeEhPdWk1SDBZNGlqcGw4a0gyU1dUb091eGhHczZfNzJsUVZnOW95Z3lBQXhlamJnb3lscm1EUTVCWnk2VE1ma0J0YWNycXFkMnc9PQ== | Z0FBQUFBQm5YV0RCVk9GU3V2czVCZjVHQ2EzZ0JGTHRrOEsyNW5WaHpaRGtSUjJrVWw3b053cExHamRSdHlTUEwzdDZIUHF3MXRBNEJHZ0Z2VU1lSUJ0dGpfMlBpM2pTN19zZzdDQWQ5SHI3QVJWNzh6Y3RPbDlJQUlmaXpqM2NweTYwbGk3MlpTRHc2RzVETjRuRy11MlowRUtQWnhQMWpzTXJ6ZFhRa3JJQjhmOHBUQjFNdFJJPQ== |
Please, Peter, Tell Us it is never going to hit $500k Next Cycle. | r/cryptocurrency | post | r/CryptoCurrency | 2024-11-22 | Z0FBQUFBQm5YV0N5bkZ6dGl3cERHX3RVSlJva1gzY1pJRWdlWTdYdFQ5eFVENW1zOEJQdi1na3B5OVJPbUUxaHhNOWNSRDgtZzBKTHptNTdCZHJLZVdUcnRWZVZCaDQ1bWc9PQ== | Z0FBQUFBQm5YV0RCYmRoNV9QeFZpVHphS29sMDNSVXRCaEwzWkpCRGRrdS12ZDNQTFBteWZFWG9XajFRZnNXMmg3clEwbUo4SVpyY3ktQVB6Q1dMb0tsaV95aDVVVzRNbE03MU50N2hUaE0taTVGYUhwNUFZSkg0QnNZVWlIVVNWXzYxTlV3T2xzWkkyY3FxekhrNE8zbm9YQzU3ckxZWHVHdndsMnJZVVBDR0d2a25QSGhzZVpHbFp6U2N0dkNodVpubHlHTklCeUlE |
Obviously a lot of money is being made off of AI-related stocks. I'm not one of those lucky investors. Part of the reason is that I fear we're not in a general AI bubble, as many have discussed, but rather a *generative AI* bubble. I'd appreciate hearing how others feel about this.
Right now, by far the bulk of investment is focused on generative AI (especially LLMs), with NVDA at or very near the center of it all, thanks to its GPUs. Meanwhile, alternative AI approaches (e.g., neuromorphic computing, symbolic AI, reinforcement learning, and hybrid models) have been getting far less attention.
The problem? As impressive as it may seem, generative AI has some significant (and inherent) drawbacks:
* Factually unreliable outputs (it can’t reliably distinguish fact from fiction)
* Probabilistic reasoning (no true causal understanding)
* High computational costs (questionable sustainability)
* Limited real-world problem-solving abilities
At some point, the reality of generative AI's limitations will become apparent enough to investors that we could see an AI market correction or even collapse. This would not only hurt AI stocks like NVDA, but it could also starve funding for alternative AI approaches that have long-term potential yet have been largely overlooked.
What do you think? How is this influencing your investment decisions? | r/stocks | post | r/stocks | 2024-11-22 | Z0FBQUFBQm5YV0N5cFJTMFNoM1Fmbl95S1o3TjJHRGU0dmFZMmFDYTRZUXUta05fOGYtbkZac1c0MUpkdXhWcTlXM0hlYmhvR3I0Y3Z1TDNhMjFLdDIwQ2h3dXlKNDg0RlE9PQ== | Z0FBQUFBQm5YV0RCd0toR2hWYVhTNGpsU3V4bjNkc3FTdmtONnJNTVlkNnNaQlZ6U3BYdlhTUE1uNlR0YmhXMzg3MjlyQUY5X29nY3BMWWZlX3Q1aXFQMENOcHNtdTdJRVVBZm9FbS1VTFlwWjZsODBVdTFjcnZ5cHdSVG9GR1gzS0dQaUdscnVCcFVGU0hHS3llV25wcTF5Z0prYWI1ZmlNRUJEMnd2VF90OVdRQWFtZnVJX2ZjcEd1THVLQ3dFNmZRbm5kczM4Mi1hUnoxeDJ3Wld0V0puT01DLWxCc1l4dz09 |
Some of you who followed my
Journey know that MSTR helped me get here. I have to go back. I believe in it. Im coming for it all i keep going. Help me carry the boats my brothers and sisters. My back is aching, make WSB great again | r/wallstreetbets | post | r/wallstreetbets | 2024-11-22 | Z0FBQUFBQm5YV0N5dGlVOE5HejROazNUb25mNkZodzBPRmw4ZVZDekZCeUVRbVU0Z0VDYmJmSnFLODZOeGhxMloydi1nQ0E2OEtodlRSRDM4WGRZcE9pcUh4c0s1aHA0NGc9PQ== | Z0FBQUFBQm5YV0RCN0NOYTV3MUNiWXRobmNvMTBoT1VRQTFNTXBvRFZWV3dscUJTb21RaXZWRWd2NER2SWxvTzhoOEI3QVJGY09mQkl5UnEtS01qV0hrbjJlazFSbVNuQ2pmbnJacllpVWN2Z0VvMEhoNS1oS3BjbUlwUFo5SlhZa2k1WEVWN3JGQU1NN29oUTUtbndBeGUxZ0Y0Y0RJeHBieDhoUTFoRmFhRFBQVVltWV9FS3dTRXMtbzdQcVc2MHRQMzhnOUpQd3Vlbmc0eTFRand1ejdTbDZpcU9EUjF2UT09 |
Edit 12/11/24: For anyone coming back to this post in the future, as of Dec 5, I’ve moved my bags over to SUI.
\----------
Not financial advice.
TLDR:
Invest in the shovels everyone else wants in their search for gold. Solana is the shovel and everyone else needs it to chase the hype of memecoins. If you're hungry for something closer to the gains of memecoins, find a way to leverage your position in the shovels instead and learn how to do it *properly* (i.e. manage your risk so you don't blow up your account).
\----------
I started doing more substantial research and buying of crypto in early 2017 and have made a ton (that I was able to enjoy) and lost a ton of money. I've been in the trenches of shitcoin dex trading, cex trading, mid cap trading, NFTs, and everything in between. This is what I've learned and what I'll be taking into this current cycle.
1. Don't chase micro/nano caps (memecoins) trying to hit a 50-100x because there is no limit to rugs and you will likely burn yourself out trying to find "the one". There is an ungodly amount of risk out there with the potential of wiping out all of your capital, leaving you with nothing to continue making gains on.
2. You will find a similar level of gains (maybe 5-10x given historical performance) by simply buying into the coins themselves, e.g. ETH, SOL, AVAX, etc. There is a popular concept of selling the shovels (SOL) that people need to find gold (memecoin moonshots) during the gold rush (Bitcoin bull cycle/memecoin hype). You will be in a much safer position buying the main coins while still being able to make very nice gains. Not to mention, all you have to do with this strategy is set it and forget it, with just some maintenance along the way to make sure your position isn't at risk due to broader market conditions (Bitcoin dumping).
3. If you want the face-melting gains of memecoins, find a way to leverage your shovel position instead. There are various methods out there, depending on your jurisdiction, in both DeFi and CeFi. I won't advocate for any one of them, but what I will say is please for the love of all that is good, do research on the mechanics of the leverage method you choose before apeing your entire stack into it.
In my opinion based on my research, Solana is the winner of this cycle given the hype of memecoins. There is no need to spend sleepless nights (I've been there) trying to find the next moonshot token (memecoins). You will make more money and preserve your health by simply buying and holding the main thing (Solana). Save for some crazy systemic black swan event, of course.
\----------
Some kind of related rambling below:
My heart goes out to everyone who's lost money getting rugged or otherwise scammed trying to find their moon. I especially feel bad for the people who are coming into crypto this year following whatever hype thing they found on social media.
When I got into it in 2017 and even in 2020, I feel like there was at least some conversation on the technology or focus on the mechanics of how things worked, which at least would have promoted some sense (if only very little) of caution or conscious approach to getting into the space. It seems to me that with TikTok, younger people are led to just jump head first into the hype, with no exposure to this other side of crypto.
Please try to at least do some research on what you're getting yourself into so you don't burn yourself. This includes crypto if it's your first time around, Solana itself, or memecoins. If you learn by doing like I am, test with a small amount to get the hang of things before risking a higher % of your portfolio. It may be easier and quicker than you think, to go to complete zero from where you're at. | r/solana | post | r/solana | 2024-11-22 | Z0FBQUFBQm5YV0N5YU9wMmlmbW5pSFpvVmpWZ3RNby14VVhaMjh0ZmppWGFITHE2WWZTYzNyRUIyVEszX3BhaFQ1bzJ3M04yUktZUENrTHI0cnE2bHBBc1F0R2lLQ3Y5bFE9PQ== | Z0FBQUFBQm5YV0RCS2gyZFd1dVFOX2E5cXFEQkRIa05uejJfaE8wME14TEhhSXkzLXhkTGQ4OXFfMC1jMjRKQTQ3b3BfUFBMdGFYdVRmRkxjQnllRjYyblFCQnNTamIzT1BrX0JoVXVhQ1JuODNJZ1Nsc0tZZ3I1UVJCREVwc2Z0Rm1ucC1Da3FnR2lBVnlVX0ZOdW9JU3NTa1FTcktCaFk2MDEteXFFMlFKbXFjZ2liZmc0bUt1RW16LVBDTjhxcUNiLVREUXdWSFFkUU1ialRobjQzSVJpNzFyZzdxWkVGdz09 |
I've been super happy since September to see my portfolio take off. I own stocks such as reddit, shopify, square & sofi which all have had fabulous runups in a short span.
Although I'm long on these names I'm seriously considering selling some or all of my shares and tossing it into a etf or nice slow growing dividend stock like mcdonalds or abbvie.
I've been through this rodeo before where the market blasts off in a short window to just wreck my account. Basically 2020-2021 and then all of 2022.
If I sell I'm looking at a larger tax bill but it only means I made money afterall.
I'm looking for advise, do you think its wise to start to take some off the table or have you started to sell?
| r/stocks | post | r/stocks | 2024-11-22 | Z0FBQUFBQm5YV0N5ZzM5NlR5ZkVKTnBmRjBzZlo5MHBoNDlQMGFleklXbVc2alc2ZUx5S3Jtb1lpMHJXMFhQRU9WbmhqdnNUVHdKZ2gyam41UGtNRl9NZlZsRnRlQnRIZFE9PQ== | Z0FBQUFBQm5YV0RCYVdaMU1SM1dKSHJWU1laQkRnQklCbTloOUVUdWs2OVJSX3lSZmVraGYyYURHRWlLbEVkSkFXelJ5akhlZktMb1kxVGplWnpqaTRVX1l2bWV2VF9PTVpyc0liNS13YTE3bElybjQ2c1NkNURmU01nRHRiOEI4ZzhaTWxGR0V4WGJzNEFQaVVaNEtCZ0xQNFlRT3dIakZ4ZXM2Xzd2QW4zeXhTRHBMRVJONW5rUm5wbk42U1ZBTDRYNG9WZFNJN1hv |
If you were around in 2021 you probably remember some of these:
* $1 Doge before $100k Bitcoin
* $10k ETH before $100k Bitcoin
* $4 Algo before $100k Bitcoin
* $5 Cardano before $100k Bitcoin
* $100 Link before $100k Bitcoin.
* $100 Dot before $100k Bicoin
Bitcoin is edging $100K none of the alts are close to their 2021 target. Hell somehow Doge is the closest of all of those at 40% while others alts are barely 6% (looking at you ALGO) of their 2021 $100k BTC target.
With this new cycle new bull targets are already being set up -
* I believe ETH will hit $10k before Bitcoin hits $300k
* I believe Algo will hit $1 before Bitcoin hits $300k
etc..
The point is this line of thinking is a trap. In an alt season some alts may gain value against BTC in the short term but long term nearly ever alt will bleed value against BTC. Especially now with literal Bitcoin Reserves being discussed by governments around the world. **Don't fall for the trap.** | r/cryptocurrency | post | r/CryptoCurrency | 2024-11-22 | Z0FBQUFBQm5YV0N5ZUZBLU5OclhnQW01Rmk2N25aZjRXY3pmRm1mUDFEdElOd1RSbm9FZ21qYVA2QzBXb2JWY3NLdTlEdTZBTUsxQmJyZVdxWjVNU3JhbDh2ZDBFWXNySXc9PQ== | Z0FBQUFBQm5YV0RCbm5ldFRmNm8xX1RfX0ZHYWphZEZ4TWFqV2ZCRkFfZUNiS1ppUVRfeGM3QkFScjgxN3FfaE52aVRULWVNR044SlJQbldzTTBGbzZfRlpXQUt3eHpicnY5elllQWVDSjRXb0pjUmd6OW9QUURNZVJHcTUzNmRwbGVXa0hGbUszY3BMNTdSLWFmZEI1NkEtM0taeU1KVVVWbWZ0OEY5RTA0N3Z3OExBdi1sdm9oaVdZWXhqQmxpQVl2ZHUxSTYyY1NLU3FTR1dsdnRaalF4TTJteG9zWW9QZz09 |
**The Why**
* **Earnings beat** revenue expectations with $6.82B (+18% YoY) and EPS of .92 (+31% YoY and spot on with projection)
* Data center revenue surged **+122%**, proving AMD is gaining AI momentum.
* Recent selloff (-$30/share) was a **market overreaction** to slightly soft Q4 guidance.
* The market shifted focus to NVIDIA's upcoming earnings stalling an AMD rally.
* **Catalysts**: Workforce optimization, IBM partnership, and AI-focused leadership changes.
# The Setup
AMD is streamlining its org for an **AI-dominated future**:
1. **Reduction in Force**: Cutting 4% of workforce to focus on AI chip development.
2. **New Leadership**: CFO transition positions AMD for its next growth phase.
3. **IBM Partnership**: MI300X accelerators are now a key piece of IBM Cloud’s AI stack.
# The Target
With analysts targeting **$160-$180** and the market ready to refocus on AMD’s strengths, **$145+ next week is on the table**. This dip is a gift. The rally is coming. Get ready! | r/stocks | post | r/stocks | 2024-11-22 | Z0FBQUFBQm5YV0N5UEhhRXpqWUluU1hPMFNtelNFSVJudHkzRm0tV0lUZFFuZXExWjBFRmdOblJtRV9xakx2X19Fa2dGR2RhMF93eFIzNGxGZ19oeGtWaVBIRXVuaTBJOFE9PQ== | Z0FBQUFBQm5YV0RCdlNhdlRtbER3VXA4WEF4MG9oNnowU3RqUGxKa0ZaanJIQ0pDbVR6b1VfWlA3Ymg1TWg1aTdxYnZJR1d0R3NZckM2ak9DSG9DNER1dFJ4UG55RDRCeFZvYTFFcVZXajVyVFhiYVdGYncxQnFYR0pmZkpDQXdUNFJDVzBQYk1ydFlZbFFyaW1rNGtzMUIyRm5iVThFMDBLblJVa2NBT09KUmFBNXZMbktaZGd1bDdvQUxSaVNha0JvcXd3NmpLUlBzd3F0bEw2NUhoaTRSbGRicGRlbjRxdz09 |
This is an epiphany I had. Might be valuable to one person out there.
Also a message to specific provocateurs in the Monero culture. (You know who you are. Either you’re corrupting society with the borg slave system, or helping man’s God-given-right of freedom of speech and freedom to transact on chain peer-to-peer).
Why do people want to change the code?
Monero is a complete product right now!!! A beacon of real value with real p2p transactions.
What is Monero? An incognito Layer 1 peer-to-peer value transfer protocol that runs on CPU proof-of-work. A protocol anyone with a cell phone can use. Where your p2p transactions can not get tied to your AI social credit score, your address, and your phone number.
Re-read that. Do you understand the value of that?
It’s NOT a PROJECT like every one ERC20 or L2 with promises. All the L2’s are centralized. USDT and USDC can black list you. ETG
The fact that Monero is still here with a stable price is a miracle.. that everything works.
Anyone that says they need to change it for price to go up, you must question them…are they trying to create a problem, then solve it — to only insert themselves as an authority — like BTC / BCH civil war that set us back 10 years? (They can add bias to mining, back doors, etc).
There’s no central authority in Monero.
BE WEARY of those who say to change the protocol. WHO say this and that change will increase the price. IT FUNCTIONS TODAY RIGHT NOW. All the apps can change and be sleek and sexy, but keep the protocol same.
As Michael Saylor says, the power of BTC and why it’s stood time is knowing it won’t be changed. It just works, that’s the value!
TLDR: be WEARY of ppl who want to change the Monero code.
Question to readers: If there’s a code change to the Monero code, how can we make sure there’s no backdoors, mining biases, weaknesses introduced THAT WILL SET MONERO BACK 10 YEARS and likely destroy it? | r/monero | post | r/Monero | 2024-11-22 | Z0FBQUFBQm5YV0N5YTVISGVOQ3JtUnFtU2ZYb0w5TXdWd1RmRmMzeDhIN3R3NlpRNGt4U3dWeGY0cW1Xc2x4MEpoNHJuaWI2cjdKcWFFdW9ZN2l4WVE2N3Zad21MLXdmM0V0cUxEaHFFRG10RnU4ckdLXzI5ZDQ9 | Z0FBQUFBQm5YV0RDYjdfbWQyWkl0bXB0aGlQSG9ONGVoZERpSEZTWXFLZ1VOZXdwaGhpdXFHQWRXeFdtelF6NTRtakJvRDZMaTRkcmczajNjX2RNMHFFUENxNHAwaHQtaHFCZ3VLN2wtOFJ5TlpKSC1ZWWZndFh5QW5XT25aMVNsY1RHSWhtTVBjNEg0QTlWNnJjVzVnUG44UThjWUJvRnczemRNbHBYemlISk82RVg0dzRRYW90LTFrRmxlS2tFaTdpV0t4eWd5d1ItQk5HTzRPcjRYQ0tINkJicjVJejg3dz09 |
I don't like lightning. I still test it once in a while to see how it's doing. Recently I had a ~$50 lightning payment fail between cash app and one of the services aggregated by trocador. It couldn't find a path between the two services. Then just today, I was unable to send any amount from river to minibits for the same reason. Wallets that rely on the boltz integration such as aqua and more popular wallets like strike seem to be better connected within the lightning network.
This is not what I signed up for years ago. I was led to believe that cryptocurrency payments are unstoppable. The technology enabled me to send and receive any amount to anyone else on the network. I did not have to worry about payment routing or anything. Everyone was connected to everyone else. This will not be the case in a future with scarce blockspace dominated by lightning service providers. I can either compete for artificially scarce blockspace, or hope that my custodian of choice has good connectivity with the person I want to pay. Banks will make the rules. You can see the benefits of this technology are degrading over time. This is why payment channels are not the answer to the scaling problem.
I firmly believe that there are alternatives to BTC that are set up better. I just like to know what I'm talking about before I make negative remarks about what BTC is doing, so I subject myself to these tortures. I just want something that actually works. I hope that some BTC people will listen more closely when I actually try their contraptions and report the issues I faced. the BTC people can either reconsider their plans or enjoy their expensive asset that slowly gets less useful by the day. most of them just want to be rich and don't care about any consequences. | r/btc | post | r/btc | 2024-11-22 | Z0FBQUFBQm5YV0N5WURXejdSN2JjWDZqX0tzejVPOFI3M2g0SmhmN3JDZkVDY0tubXYxYnZnbnk3ZE42WndLS3phdVViY0o3YkJqY3N2c0NFNlNBdmdTc1laSzBQR3hvM0E9PQ== | Z0FBQUFBQm5YV0RDdUdmUUU0eHRiWnBNUFA3NmR2R0J6RVdjeTVyUHlIVGRfaEtmYXp4dWZWS1gzcUJ0SEU5UEtOY2ZxTjhpOUFVdndGVmc0MHBoNHJGNXRFWHlwY0Zwb0lCczRtb0dJOUNIeHBocEpGdUx2VkhaNlJtcjRacVhwWVZIeVJSX3Y4UzhtemxMTENLS3FWQjNqWHNmZzNpT2pSMnhvMjVEMzZ2TkRpVTlZMDEtM0tiZS11VWhKWE1nOGMtb1kycmw4Mkp0 |
So far I have got into Cardano, Doge, and XRP. Was wondering if anyone has some suggestions on some other coins that seek promising? | r/cryptomarkets | post | r/CryptoMarkets | 2024-11-22 | Z0FBQUFBQm5YV0N5c0RkVk5CM0tCVGpkTFRidEtBbV93MUVQajZ2N3M2NnU2WWRIa094TGlhaDZ2U0tzbnpMVTN2NmdMdGpDR3N6S29JeHhLaVFpTXk0TW1rREhjblJaX0U4Y0ZyVU1oSnI0RExlZ3AwVmRKcmM9 | Z0FBQUFBQm5YV0RDZ0VEU0FKX3dvVV9Jc3FVQXZ3WXlfNXV1UFhNdkJhRXQ0VEhySjhJM0xwQ3VxNFFONjE3TVpoOTFvWEI4RUVmdGpmSFVxeFJoTkNCc1M4VGlTd2ljOGp6c1FfOE9uMWxPQUpqak4wVlFQcDJKclQ4R282ajJLMUVPSlktb0Y0MjZ0Tk51bmdBMi15VE10M3JOOVlEN3dtMmU1OVRTbUszYktIOFhGMnpOb3pYUnZMc0k5Qk55MUZjMjNFLUNfQmxFWE5iWmlKSW5aZlI4dkg3RElWVUZ6Zz09 |
Right now I bought 38EUR worth of Monero for 42EUR on monero.com.
I want to start using Haveno since its one of the best thing that happened to Monero community in last 2 years for sure.
Its pity that it doesnt work with debit/credit cards so I wanted to ask whats cheapest way to buy Monero on Haveno? Is Paypal or Revolut better? So I lost 4EUR due to fees on [monero.com](http://monero.com) exchange. Whats the best way to buy Monero on Haveno? | r/monero | post | r/Monero | 2024-11-22 | Z0FBQUFBQm5YV0N5bGJTZzlRWkhoVXUxWE9mdFJFc0Y1NEhIWkxFRGlrcjVlMndqdVB3TE9oZUJwcFkzM2RQS2EtWVFsVUlEbXFMZ2gwSllMTXF1NUJDVVR6cUlNZzNKdGc9PQ== | Z0FBQUFBQm5YV0RDcFRjQWdhMGctNXJpS3pjbHRPY0xNQUZXM1Z1eUx3Ym41VWFBUzJJeFVHZ2dJRnF1cldiQjJHM1RCdENaRG5abUM5SThad2U1cFA1djl1MzRqQVJFS3p6QUNpalRMbmE0WFRtNVE3YThYU2c0Q2xOU3JkRDFhY19CRHhCUmJXQW5hNERJa2NyNzZ6NHB3dkFoaVBQN3AzVU44dFNUeUdocE9FTjB0RnJBdmFaZnU5SmpucG5ab0RCUUlKUVNvcld2 |
I put in $30 EARLY on this coin. In 15 mins it shot up to what you see in the picture. Could not sell it due to “HIGH IMPACT” at like 95%. What does that mean, what is slippage, could I have even pocketed a 10th of this?!?! I get it’s a “rug pull.” Is there ever a way to pocket a part of the move? | r/solana | post | r/solana | 2024-11-23 | Z0FBQUFBQm5YV0N5bmw3UUd1LVdEWHZJVW4wYU5xU2dtcnFyQVNmMnRqRGtnTzBJS2xHRmVEVi1MS1Q0TTdUTTBLWTZNdkk2NjFKb1A2U05Iek5UUjlQWC1naGpHejRzZE1MMlBoQ0xXWmRXU2I3WG1Yc0ZfWHM9 | Z0FBQUFBQm5YV0RDRzNtNndkUHhqWVhCX2VwZ3hWSzVHTFJRYXAxTUU1VGt5UXBPcjhmR09vTGRkYzhDMUxreU1lTy1ZLS1NM3J6RHZ3MXRxSHlYZ1l1ckhhWWlEUVJDNEcweExQcVp4WFIzSS1Xdnd6WEZyT2NudmdYSGtvYmk3M0hfeEc4SkdFbnVPZDNlRXZZX3E3eHpQbExSQ2M5ck40eG04Skx0dElXRnNGSWZBMUF6ZTVnPQ== |
Fellow believers,
I’ve entered the market in early 2017. BTC was at 4K back then. Family members and friends made fun of me (and they kept on doing so until tonight). Friends told me I was WAY too late to invest. I’ve watched this shit skyrocket to 10k, then 20k, then drop down to 3k, never move for 2-3 years, just to shoot up to 40, 50, 60k. But even then everyone belittled my investment (and mindset). When it dropped hard from 60 they felt validated. I never budged though. I truly did not care. Sure, it’s more fun when everything’s up. But I didn’t need the $$ so I was able to just ignore it.
Tonight is my birthday. And I’m fucking cashing out xxx times my initial investment. Oh boy does it feel good. The best part? I’m still in the game. Still holding on to half of my BTC/ETH, but that’s now worth a lot more than my initial investment. A LOT.
Tonight everybody who grinned at me for “wasting” my money looks stupid. Loved seeing their faces when I told them what I just transferred to my bank account. Tonight I’m grinning. Cheers brothers. Patience is king. I am the king tonight.
Why haven’t I sold everything? Because this journey ain’t over. What I kept in my wallet will stay cold for the next 25 years.
If you believe in this shit, keep at it. But don’t forget to take a little sweet profit here and there. Even if it’s every 8 years.
Salut! | r/cryptocurrency | post | r/CryptoCurrency | 2024-11-23 | Z0FBQUFBQm5YV0N5OTltcnl6bGZFb1VHdi1UV0FmdHF2ZVMyNm5DS0FETDhQYjhNSkVISFI2STJVZF9Dd3J4eEdzcnZQTE5fX2lvMlNNb0VUNWpuV3pGNWVyYVRsSTJpbUE9PQ== | Z0FBQUFBQm5YV0RDV0JGY3JzSTNYVVJ5X0JpZjNadUN6WWZ0c2k1UGQ0WG1ob1dXUmRpNXpWNm5LX09ITktxUlA5WkNOc0xUQ3dGTkNyNHZNa1d3RnQyb2RzTlVzYlh2UEQ3UWlhVV8xN2ZXOUk1YVRHUjZwMzllLTFpMnNrbzRGNXdudUJ1QjFtT25BUGRwc1VqLTZCRGRfRnl4QjlTbHlSSzdDWFFaNkpfdVlJMnhGUmp2MGNhQUtNdUJkNlkteW5PQXcxMllIemRPb0drXzFJbFBVZGZ4S0w1SXRsMVlMdz09 |
Monero GUI does still not have option for GBP value is anyone looking at popping it in at some point not a huge problem by any means but seems a simple fix.
Not complaining just suggesting.
Appreciate all the work developers do. | r/monero | post | r/Monero | 2024-11-23 | Z0FBQUFBQm5YV0N5YldGbnBxVGx0aEJaeVplQm5ueTR2R21ablZmWm51Ylk3d1JqM0phNF9TT09DbklVOUU4aENZTHVxWGlMTUgwZ3ZNY2xpWGpyUDZIRjBIeFRtbFNqMHc9PQ== | Z0FBQUFBQm5YV0RDTzVMSm9TZ0x5dVktTVl4d2VBMmROSm1fc3lhaF9CaG9Pb3JLS2MzbmNySW93Z3J6ZkY2ajY2Y2cxOG51c2dfNG5VTXZRdFRzN0hIZkJsSlBQZmRNVW5Kd3NxRXNvRjZ6b09HaXpqWjQxcnNhYjJwZzBSSnFTMWNNUDR5aW5HM1g4TnVvdFpUcEhkcWtkNnFtdjd1OGJmQjlWY1NHbTBzSzY5WU0ydGFNbmlVPQ== |
I’m up 3k in this coin but when I try to pull out it gives me this message? | r/solana | post | r/solana | 2024-11-23 | Z0FBQUFBQm5YV0N5U05jZXNmQTBsOGpPUTNTRmd5eC1rWWZrZDdCYm1KRFozZ1lYWHZpaGNuX3d1a3BPTzdsZXlpT3dNWkRaNERCLWkwRmJaMXRoSFFyMUEweFdJM2NOU2c9PQ== | Z0FBQUFBQm5YV0RDZkxaYlVpM0s2eExXMjJveS1JMzRxTndRdjFYajRrOXlNVW1OdXdHdDJwTW5oNjhTQ3k1RE8tc0czVkl1WjBNZHBKYmw2anZEMDc1dGl3bncyY2tfQmRLSXZUOC1qSlJVYVI3QWNyUm5IYXFmeXA2Zlo2TV9xNVh6TGxPS0ZLeHZpQy1pTTNjTjdja0FmOWhyME9CUGFvMUU0Nk9Kb2lwbWhURk8xbk1qU2t3PQ== |
At NeurIPS 2024 I found a paper that got accepted that positions its main contribution in the form of “Existing algorithms for X ignore Y. We adapt algorithm Z for X to account for Y”.
On OpenReview I see that the reviewers in particular praised the novelty of the work, and recognised Y as an important aspect that had been ignored in the field of X.
Now the interesting bit: co-authors and I published a paper in Springer’s Machine Learning journal in 2023 that also proposes an algorithm for X that account for Y. We were also not the first to study the problem setting of X with Y: our paper’s related work section discusses 4 papers that have all proposed algorithms for X that account for Y. One is even from NeurIPS (2017), and the oldest one dates back to 2012 (an AAAI paper).
The authors of this 2024 NeurIPS paper completely missed all this prior literature and believed they were the first, and so did all the reviewers.
This week I e-mailed the authors of this NeurIPS 2024 paper and they acknowledged that these works (mine + the 4 others) indeed were all working on the same problem setting, mentioned that they were unaware of all these works, and acknowledged that they can no longer claim novelty of the problem setting.
NeurIPS allows updating the camera ready paper after the conference, and the authors promised to use this opportunity to incorporate those related works and modify their contribution statements to no longer claim novelty of a first solution of X with Y.
At the one hand, it makes me happy that our work will get credited appropriately.
At the other hand I have my doubts about the ethics of severely modifying contribution statements post-review. The authors will no longer claim novelty, but the reviewers in particular praised this novelty, which makes me uncertain whether reviewers would have recommended acceptance had they known that this paper will ultimately no longer be able to claim the novelty that it claimed to have in the reviewed version.
Moreover this makes me wonder about the experimental section. Almost surely, reviewers would have demanded comparison to those 5 prior works as baselines. This paper did not compare against baselines, which will have seemed reasonable to a reviewer who reviewed this work under the assumption that the problem setting was completely novel and no prior methods exist that could function as a baseline.
Asking the group here about any thoughts on how such cases should get resolved:
- should the paper be retracted?
- should the area chair / program committee be informed? who may or may not take action
- should the paper just get updated by authors in the way that was promised, and that is it?
- something else?
I redacted X, Y and Z in order to not publicly shame the authors, as they have engaged with my e-mails and I am convinced that there is no foul play and they truly were unaware of those works. | r/machinelearning | post | r/MachineLearning | 2024-11-23 | Z0FBQUFBQm5YV0N5UVlOZVVhSjhGYVU3eGRQTG9vMk5JcGNxQUhJY0hXeDR0RllRNEpWdkJXZGVSNGdhS0hwYzRfNEpQRzRQV3FTbmRpRUw2Y2pNdTNZZDItTVJCRzVpblE9PQ== | Z0FBQUFBQm5YV0RDYXdvNHBCZDRnenFsbjF3Z1ZpSS1SeHBpeG1UdVdmM0JyWlBKYTl3WmZNd2NnVmFTOXd6WU0ybFMzMVF0QXYwSlFuMGJmSkxaQU1JQ29iNndVd3RKdVFzQVc4aFNTMFhzcmRxWkkxQUxBbGx2TnFFbjV6TU9qcFU1OWFHOEZqSE83U2U1WTJNZTZpS0ZPSno0bzMxV3VrR2F2QTVnbHQ3MlVQOXE2SDZBcTFyendwRU9MSGNLcnZkOWlCYlc0T3BQTkFHandMb01QMGdkS0kxaERwOEtMUT09 |
Bitcoin Cash (BCH) is a cryptocurrency designed for fast, low-cost, and reliable transactions.
Here’s why it stands out:
* **Low Fees:** Send money anywhere for just a fraction of a cent.
* **Speed:** Transactions are confirmed in seconds.
* **Adoption:** Accepted worldwide for goods, services, and online purchases.
* **Decentralized:** Peer-to-peer with no middlemen or restrictions.
Learn more and get started at [bitcoincash.org](https://bitcoincash.org/). | r/bitcoincash | post | r/Bitcoincash | 2024-11-23 | Z0FBQUFBQm5YV0N5UUJVbDJ4SFFUZFJBeDBWUUl3czNoS3FEd3NJYjhZTzZLZTdJenFJMTBjdkdkQmFpUFdoRzk4a0lHTmtlLXFBZ19oYmFsRGJjbm8xWEpva1NQMUNBbGhHNndSM2ZuNlVkWTB1RmY0OFo4VVU9 | Z0FBQUFBQm5YV0RDemJqMEpzV3lSZ3A4U25wMWpZbGp1S3RSeFM5TFlxdmt2a1BzTk1xZm9lcXN0aDlaeDg2d0RKaTFidVdvY3JXcWplVnRPTE5fcGVwU3l1c2FibUc1TWJBcVp2eXBpV21nZ054a3UxekdFc0NJVlZvcXlDREctcTVYcHd3eHpidUlDRWhRaWtTcjNZdjdvYnFiOVBtOUM1TUtGdWVtUkVjWFF5bmotSGY2N0E1c0lfcXhKTmZvQVRiemFwYmtwcC1XZXRCbFFzckM1VloxNmwwUVFmQ2EyUT09 |
It’s been a while. Y’all holding on or selling? I’ve been in for while and looking for a potential cash out. What are your thoughts?
| r/ethereumclassic | post | r/EthereumClassic | 2024-11-23 | Z0FBQUFBQm5YV0N5REJOMGo5dThvQkVrMDJ2VmxHa25kQUplaDlCYlliUUNzenY5NmZhamh0elZENkctNTVTZmFvaGpiT2JQTXZ4dW1HemhQLVRlWVRxejB0YUFkdm1ZYlE9PQ== | Z0FBQUFBQm5YV0RDM0ZSeGdKXzBJblYzcjlIbGktX0t4OWFVSnkzOUFzOFQybG1Iamt6MVdQbmhQVGY2YlgxdDZ5VTJkcjUyTkJSc3ROR2NQVGNqYkNvNXZuVzcyQkQ5ejdfTS1QV3J3Z0lwaDM1TzdiVjhiSjVpajI2RmlzWlFWcHdndjB4R3V4ZWdMV2RqZ1Nac1BhQWtNTEpXRWhDa3h5WV9fcS1fZU04eUpKWWNkZ2ltaTMxM3JST0dCSENFLU1JekFqQV9wVWNJ |
I created a script to create a public monero node which supports HTTPS.
[https://github.com/John-Doggett/Monerod-Node-Setup-Scripts](https://github.com/John-Doggett/Monerod-Node-Setup-Scripts)
Let me know what you all think! | r/monero | post | r/Monero | 2024-11-23 | Z0FBQUFBQm5YV0N5amhCU2VzbjFfRDMtMW5SN1lrLTdwNUUteDA2eGRHajZKUjRqOC01SWRYQnhwRzZTWmx2TVZiSnFHNzJyTWJTNXhESXU1cEh4T1d0RElSR2tJa3cyNmc9PQ== | Z0FBQUFBQm5YV0RDVC1pdklUa2I1WUgyQXdCbl9XRDBUVUVPOTUxMkw3Y0N5X1VRczRmczZTNHlHM0Z3eHNfWnh0bEk4eUxyaG1PdnlpUTJxeTAwZklXdVpteU9NTm14YlNuVXVpUWxQX3hXbHdpLXFkSmI3aUZVaDByVzJRSktneFNPLU1mMXRhY1RyWW8xazBWM2JaOC1rMGc5Zlg4M3hKZHpKdk13dEJpOU50cVI3ZDF5cXRNWGxqTDFzanBPX1BlZ2lOMDZBZmdZcl9JckM5QTdYU2pJTW01c3ZjSFlWUT09 |
Made a JAX framework for machine learning because I wanted to code faster & shorter so I made zephyr. I hope it might be helpful to you guys too and wanted to hear some feedback.
Link in the comments.
Nothing wrong with current frameworks, this is just another way of doing things.
NNs or ML algorithms to me, are just pure/mathematical functions and so I wanted that to reflect in my code. With other frameworks it comes in at least 2 steps: initialization in the constructor and a computation in the forward/call body. This seems fine at first but when models become larger, it's 2 places where I have to synchronize code. - If I change a computation, I might need to change a hyperparameter somewhere, or if I change a hyperparameter, I might need to change a computation - or if i have to re-read my code, i have to read in at least 2 places. I usually use a small window for an editor and so jumping between these could a hassle (putting them side by side is another solution).
Another thing I was experiencing was that if I was doing something that is not neural networks, for example if an algorithm was easier to do with a recursive call (but with different trainable weights for each call), that would be challenging in other frameworks. So while they generic computational graph-frameworks, some computations are hard to do.
To me, computations was about passing data around and getting them to transform, so this \`act\` of transforming data should be that focus of the framework. That's what I did with zephyr. Mathematical functions are python functions, no need for initialization in a constructor. You use the functions(networks or layers, etc) when you need them. No need for constructors, allows recursions, allows you to focus on the transformations or operations. Zephyr handles weight creation and management for you - it is explicit tho unlike other frameworks; you carry around a \`params\` tree, and that should be no problem, since that's a core of the computation and shouldn't be hidden away.
In short, zephyr is short but readable aimed at people developing research ideas about ML. The README has a few samples for neural networks. I hope you guys like it and try it.
| r/machinelearning | post | r/MachineLearning | 2024-11-23 | Z0FBQUFBQm5YV0N5SWRWY0thTXdWdldXNHA3akttelk2WjNTOF9Ba0w3OXBtX29MNHVyNlY2aEZxRE5COUItZy1qb1lUZ0Y1ZlJ4Y2NlV2lOMzJkclNTX21nWUdQcTd5LVc0YmNkdkdKWFFlRklKUHRkLThOeGc9 | Z0FBQUFBQm5YV0RDVDM2dlAzSXdtTUtIXzN5NlVKTVkwZEdkWC1JQlJCc1VwdTRza3Fub05ZRWRPUkJWRHZOWWJ2WjN6QjdqY3dFdFlVUjlXN0ptNlRlMlowT0EzaFp6XzFiY1YyZl9zOWVSUTJ4WmVFOEtnb0lFcWY3VEhHcW9rT2JMc3llMjZqQ1YzTkRrUlp1U0xYVGwzck9DMk53enQ3VzJUMDJLQUdWOEdFdlNYOHdJVUJGZzdRRkN3RWZUUnoxdkdtaG9yeG9Ta0FqQkNvelNld09xYW5PTk9tS3BLQT09 |
How is it that every coin I’ve bought IMMEDIATELY drops and I lose it all. Like literally IMMEDIATELY after I swap the coin tanks. I don’t understand, probably shouldn’t even try. All these people making “money” off meme coins has to be the people creating the coin, promoting it, then liquidating it or something? Fucking wack | r/solana | post | r/solana | 2024-11-23 | Z0FBQUFBQm5YV0N5cGFjSTJzdGhVOTMwNTZkeUNHb2x1SW9fdWdFcUV6cFAwOVBWcmFtVHM2LThoREtacjdiN3F5em1yUGpGZjU4WGZSUGE1TzhYaTNlUUdKTWtnRGF5cEE9PQ== | Z0FBQUFBQm5YV0RDU25wX1RrZEtEYV9RWG9QQUVWTE1GbXVPTHZxcXpJY0pMM2VXYzVPNDVvWXFhSmhneFk2MFZLZ2dNNzU0aGpmdVhkWTFNdFlXT1ZuRVUyY05Mb2padHRkU2h4WF8yc0xfcVNLM3pDM1NBTUZnQTZUU2VEYWJ3NnRfWnV3SVQxRXpaYWJDclpQMnJ1NXV5UXVTQ0hVS0dOLTJMUHJYZ0N3ck5yTUE4cnlGV2RNPQ== |
Altcoins? Memecoins? If you were going to risk it for the biscuit, what do you see as a realistic 10-100x this bull run from this point on? Im holding doge, shib, pepe, brett, and spx6900 as my favorite memecoins. Im going to YOLO this money into something and hope for the best. Any suggestions? | r/cryptomarkets | post | r/CryptoMarkets | 2024-11-23 | Z0FBQUFBQm5YV0N5NXAtSXZSemRfSkdPMFVvWFRVQnEteHFrZEwwWkNSbjRzOTFzLUlsdEs1RDZibUVfQzI5ejBSSFNua2RuNkJUMzZsVUJOODdRMzA1QmpfSlRncXZTZURxUGptVXpBb3lhZlBkQ0pTUGNTTGc9 | Z0FBQUFBQm5YV0RDVGRsVGd2aTRIS0tKeE5lVlJDc2dycGlFM1l4SlYyYVFIRW9SQ05SSEFNVGZlZDNNOHI2OFQ5XzZYZktzMzMtX1VsWWRWSWtwa2JtQnlKZkJVeWlINFhJNHU3R1JQRE5RSi10M0JrMWpjU00yU1M0dkoyZDZ2TGpzZkRzRGU2WUU0SGdmX3JoYjE2UzBNMWdacW0xODFtZklDVjRnc3RFekpjd1pBOUNiajRvajNfTWlpRGJJYmhiamh0RFBDTUM4NERndzBqcjl0ejNhM1lXWjFENldVZz09 |
I believe I bought DOGE when it was $0.05, or so, and sold it today at $0.45. This gave me a 300% profit on my initial investment, which I'm going to use for the down payment on my house.
I'm still wondering whether it's a good decision to sell it out. Should I've waited more (perhaps until it would hit $1)? | r/cryptomarkets | post | r/CryptoMarkets | 2024-11-23 | Z0FBQUFBQm5YV0N5Z2NaX1k2eTc2NTI2bTdFVEVQX2N6YnVEdUZnRmFZX2VkclVZNE5fNnJmX0VkN2ZTa0tJWGJfVWVJemF2M3AzX3ZBdzVnQzJpVUhvbUg2a2g3NjJmc0E9PQ== | Z0FBQUFBQm5YV0RDakp6dWxNYndkb2VXbDBkZmhvU1lJMU5SelFJZ1p0R2hWa0UyU09WT2xZeV9sbF83eVI1T0c1RnhBRG81aUwtLTFXeUFKaDNIeE55aHoxVXBpNXd0V0FaaDU4ZFJEYVJtWnd3S2ZOSFV6V2ZEVUh5Z1NLc3BoblFCZktJNUlvT3dpX05PY2dvZzk3MmkwODFKRUo4Z3R6TWg4N2lsSXJBdjI0TTNYSXVzb3FYckVUdlIxTmNaNy1fZ3QtTFBPWWhyZzJoLWplWGxVSEpzT3NQOWpwbGJqZz09 |
Exactly 1 year ago I had 11,000 dollars in my account. 1 new job, near 100% allocation to RKLB since mid 2023, and well, the results are looking good rn. Possibly lucky but I was a rocket lab autist that brought over 200 bucks of merch in July of 23 so the potential was known. Thankfully some friends gave me a gambling addiction early this year through poker, and that got me comfortable seeing big sums of cash move hands. So I was leveraged nearly 180% in stock through the bulk of the run up.
Just blown away I'd be here so soon. Thank you Minecraft, KSP, Scott Manley, and Estes rocket Co! And of course much regard to Sir Peter Beck. | r/wallstreetbets | post | r/wallstreetbets | 2024-11-23 | Z0FBQUFBQm5YV0N5cFJxc3VaYWlGWXA4alRsTTAyRHplOHUzUHM4Z2xMQnRubTk2UDJURUVhUHVDdzRiZkVVRWV2dWZyM2RXbVAyaUNFUDRKRkZvTjlKYUowT0tXRVNIQ0E9PQ== | Z0FBQUFBQm5YV0RDRDhSSklEdWZUcmhuOWVCMGpmbTRtSS1UQlh0MmRjVERTWHg3aG1POU04cWJ2anNjbFZFTG15LUZROUdDY2pQQXBjM25YV05oWlpTNHVQLTFoYkxOdzNpNzFKUHJuc21mX3BfVklVbHpOb1ZxaC1keGtxbHphYUZGRGRQbmxTdndNYlNZS3pkVVFRWVA3a2hsZE9raFI4NU5KNlVsZEVSRnN0dVBVWTVsVTI1RVZZZGlabXdpSUJTUEc5QTVkM19T |
Is it possible for Monero GUI wallet to support swapping to other crypto currencies? | r/monero | post | r/Monero | 2024-11-23 | Z0FBQUFBQm5YV0N5X3AyVkVvU2IwQWhuWV8zYlBNYTlnVkN4OTlPbmhOTEpGUGV6Mng2dG4zcUhvRVN0cEctUlkwdlJ2NXNTN0FndzltWmpmLUlKZE5BdFQ2ajczMVZRazRlV1dXQVNQaFNOZ1VXR2FqSk5rZGs9 | Z0FBQUFBQm5YV0RDeC1WVUY3Z0pXUjlVR29iY3g3RlRqYzVZU0lJQzRJTUZ1RW9YYi1CbEYxRkVzM2FNTy0wUk4zcHBUOE1JdHNjVEhudjdWSWZYdHc0UURGNGNBNmcyTWh3bEVRa1g0UlZLTkNOSTdyYTBEb19adkpHbmpfcjFXWDBxTGJHM0NFU3B1RGpJZWc3UHNlaXczay1mSEQyYkdrMlZqLXJjeUFvb0NPYUdfT3pZN1ZzPQ== |
I originally bought my first Bitcoins in 2012, while living in Europe, as a means for buying substances of ill repute. At any given time, I had several of them in an online wallet (don’t even remember where). I eventually stopped partying so much, but still had 3-4 laying around. By the time I moved back to the US in 2015, I remembered the wallet and was shocked to see that what was originally maybe $50 worth of coins had turned into something like $1500. I didn’t understand it, but that is when I started reading more about it. I would talk about it with friends and try to convince them to buy. I eventually built my stack up to about 7 bitcoins by late 2017. As the price soared, I kept imagining my life as a millionaire. When the crash happened, I forgot all about its cyclic nature and panicked, selling 4 of them around the $7K mark. I invested that $30K and left the 3 remaining bitcoins in my wallet. And they stayed there for 6 more years. In 2023, I sold another one for about $25K to help pay for my wedding. At that point I vowed to not sell my last 2 until it mooned. Today, my wife and I did something we never thought possible - we made an offer on an investment property. It was accepted tonight and I sold my last two remaining bitcoins, for just shy of $200K so that I had the funds for a down payment.
Maybe I played the game horribly. Maybe I would have $700K worth of bitcoin if I stuck to my original plan of keeping 7 bitcoins. I don’t know. Feels pretty good to turn a pretty small investment into a 25% down payment on an investment property though.
I’ll continue to occasionally buy bitcoin after this, but I recognize that I may never afford to ever get close to owning 1 BTC ever again, let alone multiple. But I’m ok with it. I got a debt-free wedding and an investment property out of it. I’m happy.
Just a little story to say that it’s ok to use your bitcoin to fund your life along the way. It’s likely part of the journey. Be well.
Edit: I’m blown away by all the responses! I honestly expected it to be 80% negative. So, thank you to those well wishers. I honestly get and understand the negative sentiment. I found myself in an unbelievably lucky position and squandered it all away (according to naysayers). I will continue to believe in and buy bitcoin. There’s still plenty of time to invest in it as a retirement option. I wanted passive income and diversification, and I don’t think there’s anything wrong with that. Cheers.
Edit 2: Lots of comments/questions about taxes. Yes, it’s all capital gains. Yes, we are covered. Long story short, my wife worked for a major tech company that paid her in stock as part of her salary. Instead of cashing her shares every month, she kept them and lived off just her salary. That stock tanked 3 years ago and has lost 70+% of its value. She finally sold yesterday so that we can write off her losses against my gains. | r/bitcoin | post | r/Bitcoin | 2024-11-23 | Z0FBQUFBQm5YV0N5S2pzTF92TTNUNVhjUlF4WjVWNjFjVHlqdXRCMnVTRzhlY3pGci1aUzdHNEhvRW5tb285VmxLeHJiY1JvM3pOeTJrUGkxSDdxY0tqOWZpTG1PelpEVkE9PQ== | Z0FBQUFBQm5YV0RDUmFhNVBFcmxrczZWM0hqMHhqSmFqOERjY1JyZk40TTdORkQybmlGOWdQbkYydUZWT2M5eHh6RnRGOXItdnZpU0lYQUhra1d3ZGhqek9YTk1uLVVNeUNFVlJSWldoT0o5cjZCa1dCbWY5dDQwV3hJZjQxaV9qblcyWG9UT1hhc3hEQXVhSVhyS3pmSU5feTZOaHlCaS1HQTBLTnJZU0Nwc20zYWN1T3U0REJQZElsQThRTW9SX2E3TVRVODdVZWJR |
Recently dogecoin has been approaching its all time high and I have been collecting the creator of dogecoin’s NFTs he made during the bear market during 2022. If dogecoin becomes successful shouldn’t his nft projects as well? He never shouts them out or mentions them but I think they can be a really huge play for anyone reading this especially before dogecoin blows up again. Crappy Doodle Buddies are hand drawn 1/1 NFTs by him which are the ones in the picture only 100 exist. What is your opinion on this play? | r/nft | post | r/NFT | 2024-11-23 | Z0FBQUFBQm5YV0N5cHZ6ZHJSVnVSX1p3VXFTeVRYQlloamVMRFAzZVBTTWVOQUl4NjBTRjNLTzY4dFZZZ2t6T2hpRVBkNWNTbUc4RmhJX1ZFUEJWVGYzSmNoX24tZ2RibEE9PQ== | Z0FBQUFBQm5YV0RDZUQ3Mm51dHNhUmo2Wm5RMkdEQWFLcGZLNTB5d2x1b1JWTnhMTW1rVkN6ZmRyTUxhWDBOaWw4OHRicHh5NTB6Wm4yZEpRTWM4a0UwMFc0T0RTLWNyTFVIZEFIMnpiR1pmX0pHUVJyRUdJUkgtZTdHVTF1bkdvcnVmOEFoa2dWRkJsY29RaURRenZKcURsaWtOTzZXa0NnQm9QRmIwVkdMTXlHUFlOQ2lFTzBjPQ== |
r/wallstreetbets | post | r/wallstreetbets | 2024-11-23 | Z0FBQUFBQm5YV0N5MjA5TTBUM0hFQTB2S0ZlNlNmNzhxZTAzQ3I0bEd3Z0tsTjEwN2duNVVNczFjWFFCYzBiNjU4MDVYc3NxeG5TUFI2Uy1pNWdxNHh3UzNaZ1dvZlF6Q2c9PQ== | Z0FBQUFBQm5YV0RDZDlnX0pZRm52VXlvTi1VM1dQX3M3XzFPUVV0TnowSWpOanF1YzVPdEhVSHZ6bFFmWHRxRUV5ZzFQZzJPR0F4WTRqQXpYdlA5WlA2Q0ZValZZdFRYU3RjUmZ0aEVPejBEOHh2X28zXzZ3QmlJSlFHZ1E3Y2ZVcGVyeENjbEJqM2x0OVF6MTlCOWZjeVJna3d4ZmwxX0RjSElRTkJRUUdYSHZHeGt3VTJuVEtsWFBDMDJ5dFlPZGoxMUgzdU9NOTU2RVBWOGpnUlQtaHZEd0RLTUE1WDBYUT09 |
|
Sorry guys. I couldn't help myself... | r/solana | post | r/solana | 2024-11-23 | Z0FBQUFBQm5YV0N5RXNyMXppNHVIMGM0cFlQS3BFd21vNVU4dTc4akluaWw1TGY5SUl4OGNxQ25fUm0tV1E3NWxtVlZJWnBVTDJ6M0RTTGNuVTRYUHZYNlJJQVE0TldRZVE9PQ== | Z0FBQUFBQm5YV0RDV2JnLXJ3NWJJejhqeHdWLWM0aHE1SlBGQnFVTWJ1a1lZMmNPbE1feEw3Y1NMVkxfempOY01vU2xmYUZWdkxxckZFZ0lCUUk4bzFUMHpQeDVmVWI0MkI2eTM1NnQ5bWVQSmVEZmFPX0xTd3FrUFdaQm05RWkzbE1sZXowbXYxbUlWYkdIa3gxOFc4ZllHb0lGdDMzUHNLRXBmcUVta0FQUzZzOWRnMWNlSmZqbHQwWFp5RWRmamRSTVpyNm5EX1hZaWVyU2pHdGZIWUY5UXpOWFFITzhJUT09 |
MSTR's Michael Saylor Urges BTC Investment | $BRK $BTC #Bitcoin $MSTR #Berkshire #MicroStrategy | r/wallstreetbets | post | r/wallstreetbets | 2024-11-23 | Z0FBQUFBQm5YV0N5Qkhwd1N6RnVwbFlFOEtfOFgtcFV6TGoxUHlTckZYRUdwSFgxRWlHYXNteVBvNmRfYVFLSUhtdkpJbFhLQ3I3X2Q5VXlnaEQ1N2pPRklEeDQzeERoLVM1MTlIZXp5bWtLNlVDNG1FdXJhQ289 | Z0FBQUFBQm5YV0RDWGExRFAzV2pFbGtGeHFFdkx5cUdsRjBXQ05uVjNxTG96Z3U3UUk4OEYteGZRanhWdHdVMFNVTHlocXNoQTg0VkU5ekZTdnNZMUZxTzZnUHUxRHNZU3RqcXRfTXhJLWZwaDdPLW5LaV9Pbkk0dlVrSTBWenNDTmhrQ1drMFFEcG9hbFc5Wm8tVDNMaHQ4UzJZTlRWSmhpTEQ3Q3dWQkRMMDBlb2hNb1ViOXNJdUlBWllRanJTZU9sSXMwV21QTXJ1QUk5aW1LbGFmb1dZZGNEcV9hd0xpdz09 |
I bought these calls back in June/July 2024. I wrote my DD before buying and I posted my play (check my post history) but I got mocked and laughed at. My calls went down 75% before skyrocketing 1200%.
A special fuck you to that moron who recommended me to get back to "my meditations". | r/wallstreetbets | post | r/wallstreetbets | 2024-11-23 | Z0FBQUFBQm5YV0N5M3A4OE9LZC1pckZzcDV0d0FSU3llQzZUNjE2N01HM2UtemF4Z1ZYY1hvWi11WTA0TU12d0d6Q1VwZ1ZDc190anB4cW5pYnBJWkVqQzVDYzhmSS1xaEE9PQ== | Z0FBQUFBQm5YV0RDYm1TWUNYZzZuVXRmazZCUFFVbWVZSUJSeF96bmlHX1FEOE5IN3dWLXdRUnVxMVEzSEFGWG91NnE5T2dYbE9hVHN4bVZPUnc3c1F6SXlFYU96c0pOQVB1TDR4VmJnTFNtaExaUW1ISTlGQVVkOGtidHA2VUQ3TGQxb0xGcDd1WUhKdDVsZHNaRTQ5QVV1WFZ0SnFRemJia1F6R1VkcTRrNmtZSWRvQ0pjazNsZl9Vd05VY3BDTkhkMTUtaVZGdnh1N1ZvR1BFN3Fmb1p2aExhbm9TdEVTQT09 |
The error that pops up when I try to cancel. "The order can be already cancelled or filled. If the issue persists please try to cancel on a dex or contact support."
Don't bother sending me pms I will not respond. | r/defi | post | r/defi | 2024-11-23 | Z0FBQUFBQm5YV0N5YkgtcVlHX2NLZ2wtOFBBel9MaEV5c01DODBvZ0s1VGpfMG9sbFNfRTZ5OUQzTVR6dXhHMkR5V0NnRExvaXNoa2I0ODZ6Z3J3MzFpZlBPMXhmRHpxT0wwQlZ6ZFRhRllON21HZUFiOUFDbGs9 | Z0FBQUFBQm5YV0RDdnYyMWEyWDJDUVlEWjFmZFRvMnkza3JsRzdyNExTbUdhSEFjbDNmdTczc2otWlp0V00ycURXb1JOR3BHNkVtMFowVTEzM0FsM0dIR1FIM2xmLWlSdnBGZXU5VllHU3J2NEFPUXZnWnBnMnZLcnVrbDJiSXNxcjc2bnItdUFpaXNjS0ZnUjl1RTA4MEFIWHEyb2RmazhLcmtabjBObTg2TkY5WFg5SXQ3Z3NtUGhwRlNEV2NyTkNEUEcwZmxyZ2Ri |
Please help, I really need to some NFTs for a project. Can I have some guidance on how and where to sell them. @_la_aesthete is my art instagram. (I unable to post the pictures here so you’ll have to a check that out)
Thankyou. | r/nft | post | r/NFT | 2024-11-23 | Z0FBQUFBQm5YV0N5eF9nczdCREpxYXZ2eEdGU0VMVHFxSHJudDNWSjRqNjJ6LUJRenF1YldKekdteV83VXBEcnRrRk9JRGk3VHFaalZwUXBBNGNEd1JpNHppX0V4aDJDbW84VDlUSTRrSWdQRlNDOGJiRXE5alE9 | Z0FBQUFBQm5YV0RDUTFIa3Q3Vjd6WGo3dF9kdzQzaGYwcE5Ed1BKWWdmWHNQT1A4WGw1Ujl2ZndaZEN6c0FtWUFZS3VRTXgyczFSM0daQVp0LWZ3ZGRIV1lYUWtiU3hRdl9kWC1oSkFLbW5McS1BbEpPQTV6RGJfanFTWWk5ZzZfVnhFdzczNVhsbkJ5VTBmNG05ZTBlVUFDUl9JX3F5ZlUtbHVlOTRnMnhPb1JwMTRHVmNvd0pkUE1nTTJVYmpGYzc1djdfX0hpMUtl |
Created an polygon drop but all collectors I have approached treat me like an useless
Give your openion on my drop
I attached it in comments | r/nft | post | r/NFT | 2024-11-23 | Z0FBQUFBQm5YV0N5S2dJUmdJSV9qMnZoOWRpZ2dmRWdqU2dOTUp3eVB6Z3RrMzFqUGhZdFZ1Skp4a0hSeGhaWk9hQXlab0x5bUt1S1lBSFdVc3RxTVNQRk5ISHJISmtPbWlCcUY2ckNqNnpTaENaQWNCWnQ0ek09 | Z0FBQUFBQm5YV0RDamJHU1BuUW4ybVhHbWtIM1JpZjFuclZzTkd4NG5LUzZzdWp0SEZ5ZFFRTzZTc2ZJdk9aMFpwRW5IUWNyWldOZ002WGNNa3NTZmZGV0xDS05rb3lpc0dWRDdKMnBWOFJoMjNaUV9fMzZ5SlZaS2tQT2JHYXVFQ196ZjFXY2puN0dNb0F6TGdXYU5FZldULVJDcFJwUDZnPT0= |
Essentially, I’m asking if it’s able to do crazy numbers on Sol coins by getting in early and being able to sell at a high profit (being able to cash out), if Yes then How?
Also, how effective are platforms that claim to filter out honeypot scams and rug pulls? | r/solana | post | r/solana | 2024-11-23 | Z0FBQUFBQm5YV0N5QzE4NVZfTUd4VWNHcUd4elp6cXd6X2hUaWgyU1hwNGEtcW1WR2UwZHhWTlZfV1RmU2hmcTRyUGpINWZIbW02OHpXRTBldUNpbnVMVlRjSmRJLVM5T1E9PQ== | Z0FBQUFBQm5YV0RDZ1pfR3djck9rTlVsY042SS1WU3M4UmlSSUczWHhkSVBDMGk1cmJGTWR0c21Bbk1WNXVzYTB3a0o1VEo4Nk5waENEcmVET21Hd01yRVF1Z1h5dm1iRTFxUExTT19OSTBWeFQzOUlIdjhuTjc3U2VsMVdRQ2h2d2h0Y1dhbGZiR0hWTllDbWxtRVhDcmhLRlR5QWk5cEdCOV9rQnlTZ3g1X09fYVlNd3dBV2Y4TXJNMUx3YmxUZXZ6ak1Tazh4YXBaQ09hWTB1QzJWblVhNW5VRE93cjdTQT09 |
Abstract:
Linear Recurrent Neural Networks (LRNNs) such as Mamba, RWKV, GLA, mLSTM, and DeltaNet have emerged as efficient alternatives to Transformers in large language modeling, offering linear scaling with sequence length and improved training efficiency. However, LRNNs struggle to perform state-tracking which may impair performance in tasks such as code evaluation or tracking a chess game. Even parity, the simplest state-tracking task, which non-linear RNNs like LSTM handle effectively, cannot be solved by current LRNNs. Recently, Sarrof et al. (2024) demonstrated that the failure of LRNNs like Mamba to solve parity stems from restricting the value range of their diagonal state-transition matrices to [0,1] and that incorporating negative values can resolve this issue. We extend this result to non-diagonal LRNNs, which have recently shown promise in models such as DeltaNet. We prove that finite precision LRNNs with state-transition matrices having only positive eigenvalues cannot solve parity, while complex eigenvalues are needed to count modulo 3. Notably, we also prove that LRNNs can learn any regular language when their state-transition matrices are products of identity minus vector outer product matrices, each with eigenvalues in the range [-1,1]. Our empirical results confirm that extending the eigenvalue range of models like Mamba and DeltaNet to include negative values not only enables them to solve parity but consistently improves their performance on state-tracking tasks. Furthermore, pre-training LRNNs with an extended eigenvalue range for language modeling achieves comparable performance and stability while showing promise on code and math data. Our work enhances the expressivity of modern LRNNs, broadening their applicability without changing the cost of training or inference.
https://arxiv.org/abs/2411.12537 | r/machinelearning | post | r/MachineLearning | 2024-11-23 | Z0FBQUFBQm5YV0N5R25adDBvOXBraklOS094OEZqVHlNT0JoQWMtcUI4MEJxUVNtMjFYU0dBVGhSblBDS3lyRm5zeGlYZDNBLWxfMzV0NFg1T29HU01UNU1TQ1ZiclBXdUE9PQ== | Z0FBQUFBQm5YV0RDamJzQUdpdWw5RW85YkoxTmdiWE5sNzNBV0xORDY4dXBlTEVIbnN6S0stWUpESzZvQkRsdXRmMUxwZ1g0TGI2Z2ZUekc1a1V6VUdpM0hmOWluVmdOVTFkbV9FSmtBc19wRHJ5blpuOWlaOHhYc3paWWdkZUhOME5PUnpOeTkwazJ6Q0JBZUx0RDgyemdEV041WWtWOVNiUVVuODBKbzNCQ1lXZVVzb0NJaFFGYlpzb1FRY2xsTHlSaC1kSFVzU3VvcXRhSjZrd2JQbFhGWnZPaG1STkM1Zz09 |
Well, is normal to see so much hype on a memecoin because that is what the community is all about but seem Cheems could be something else since it is associated to Shiba inu. The meme claims to be the lord of memecoin by giving up permission to control the contract thereby making it 100% dedicated to the market structure. This memecoin claim to pay respect to everyone that loves the project and have experience market dump, rugpul, and collapse in crypto and promises generational wealth.
Cheems is currently gaining exposure after major top exchange such as Bitget listed the token especially as recently the exchange has become hub for good memecoin such as peanut, goat, ban and act getting listed on the exchange before Binance listed them. With the attention the token is currently getting some people have start speculating that Binance could also list any moment.
[https://www.coingecko.com/en/coins/cheems](https://www.coingecko.com/en/coins/cheems) | r/altcoin | post | r/altcoin | 2024-11-23 | Z0FBQUFBQm5YV0N5VUlGUXl5eGlPN1hqTFRua1NFRUlmWFpJRVpDdG9ZZlpsYU54dUJVb0x0S3RXblJWSXE1THBmRWNrS3J6WXdWd3cyTTlCUzRmMU80R2huNzQxZi10SVE9PQ== | Z0FBQUFBQm5YV0RDb21Kc3c2MDZGallvc3ZKeGJkREZFT29MamdpUzZJQW1rMU03SVlnZGotRzZmZTlPakF4QllyQURDckVhMTRQUkZmbmhudjFlV0prYWxkTlFFZEhlVUZYYWxXWXZjbEl3X1A2aEUzRUs4dno3MU1iRU9SdXp0XzNRblZwMHQ0UjR3dlJ4dklpY0tnLS1MM3pSZDdIeUdzQ1I2QkRNWFdpT1hGR1MzczFfT2pkdnppT2RMR1VwOTlZUVdRZnRPMjBZ |
What would be the smartest way to sell 150k$ worth of crypto in this bull run? How many selling shots and for how long ?
With the idea in Mind to sell 80% and re buy during next bear
| r/cryptomarkets | post | r/CryptoMarkets | 2024-11-23 | Z0FBQUFBQm5YV0N5ZnZkNEQ5NkVwZVdHdnVXV3cyaHVDWVZ6eUtmTjJReEdZZDBzYV90MFUtemtkUl9zUTloU1pOQVdCblo4aEtsTVFQRjlubGRJWENYbHVwWGdLTjM0THc9PQ== | Z0FBQUFBQm5YV0RDXzZYZ2xzM2o2RXNJRFEzUXpWcVN3enFwYkQtZXpEblBPd1JIYnowWFl5ajVOT0QyM2w0S3R4dV83QTRuUGJJdHhTbjdkUGhlUWl5b3ZWbW85bGIyVkRKX2JaVjR5LTgxMkUwZmhHQXNVdnoyN3RQVUJJbmJaWThHQTItQWZURkF6b0dpM1BYRW0zT1FXNWRnVEhibWdhVF9sVkE1V2FNUUg0eXQ3bGVka19RPQ== |
I believe having multiple hidden / decoy wallets is a good idea. It is possible on Trezor Suite with Bitcoin, for example. If someone were to force you to open your wallets, the person wouldn't know how many wallets you had because each one is hidden and protected by a passphrase.
Does such feature exist for Monero? Is so, how? In Monero GUI every wallet is shown in main menu... Anyone forcing you to open Monero GUI would see exactly everything you have...
It's not a support question, but rather a general security question, so that's why I think it's best to ask here rather than in r/monerosupport.
Thanks | r/monero | post | r/Monero | 2024-11-23 | Z0FBQUFBQm5YV0N5V0h0dk5hdGF2WHNCU2RSVWM4U1FlTHpBcFB5ZHF3c29WLVo0RW9RRjVDRm01NzVrMVZfaUJRXzRjM2NiUVBSczEwYVVfR2stTS00elJlaEFWR28wcm9rUkZGMTZVYlVtc2dTWXRQT29KSU09 | Z0FBQUFBQm5YV0RDZ2t6MlVMN2VINXo2bTNqeXpKdTU2eW94aTRYa3BacVRiRUdSZTdoZVNMYnFVOWFPQVhhc2Y0THVzbklfMHliX0NsR2thWHVtWEpFM091RkJkYWpBTFBPZlBQUXYtQ0YxcEdHRENEYmJnSm9Qdm5IaFgzdnBnNWx4bTBKQTN0b0lFd2wwNGt3Y05PSWd4bjZ6azYxcVJlaGdKRzIxVFBRUERUYV9OSnEwa21sZGdLWk1LSHk2NGp2YmZGOWw2bW5l |
What is the reference token for transaction fees in AAVE on Optimism? Eth or Op?
Same question for Arbitrum. Eth or Arb?
Moreover, what is the cost for lending? Cents or dollars? Thanks! | r/defi | post | r/defi | 2024-11-23 | Z0FBQUFBQm5YV0N5VW5lUWx4M3JLWnhMb0RwWnl2ZE4xS2RGSWlzbzZSaUtKOUpqM3ZTajl1cURUeXd3dXRVY1dFZm9qLV9YcGZXRHZ0QmNMVUYzX04xOUl3S1dkUFliSHc9PQ== | Z0FBQUFBQm5YV0RDRnRpZ01tQUp5VHFxcTlhSk1QVWVwVjVfX1dyM0lSUFNxYUNZMHNmZEVLQTYzMDVfenhTNU03VGU0QlN2bkstczNVcDRsaWVjWndpNUx1dXA5Tk9UT3J6YjZ1QlpiRm1zdDlYY2hCMU5GQmszc0RocVM5dWIxSjZEblQ4cmFOeXl6OHc3MjRLWXdyUFJTSTR6cHpjTUprazlKcXEtX3RGXzJBUklqbTlUU0tvSjJzdU5mZFhkV3g0T2JETFpyeTdQ |
With BTC nearing $100k, I’ve been wondering: could Bitcoin Cash have a bigger role to play in the future than people expect? It has the kind of name recognition that’s hard to ignore, especially when Bitcoin is on everyone’s radar. If people start looking into ‘Bitcoin cash’ —whether by curiosity or confusion—what might they find?
There’s something interesting about how BCH compares to BTC. It’s not just the price difference; it feels like BCH is positioned differently. Maybe it’s a more practical option, or maybe it aligns more closely with what Bitcoin was meant to be in the first place. And then there’s the matter of scarcity…
I’m not saying it’s a sure thing, but it makes me wonder if BCH has something unique going for it. As BTC continues to grab headlines, will BCH start attracting more attention too?
What do you think? Am I reading too much into this, or could there be something here that people aren’t seeing yet? | r/btc | post | r/btc | 2024-11-23 | Z0FBQUFBQm5YV0N5M3ZCcFdLbml4YUNhTTdENnhab3lBMkxOTlg1cUNiZUJjRjl1anRmNWpRSDBaekp0VUVJOE9NRml4cTdDZGxXZTJCNENJak1YRGp2NDZ1VXE4Q3RYZGw2ZElzY2podTBlcEx4RHh6My1oVkU9 | Z0FBQUFBQm5YV0RDUDl3bDJ0TWRXTkhVZzNpVm54UE1xUjRNNnpsRHFuRzdLRXBZSmdIblF4ZHVLVVR3TU1HT2lOWFJPMHFvemlveGkwZE1yVGF3Z3NHQlNJNXo4V1lackRvUjJCdWlhMHZJN0txRm1sZlgzSXljUVhlTE5walJoRGw0NzA5eTBJRkV6ckpaTU4zc0taNzRseXFFdTZRVjIzeFpuaVNHdUhwRmM0d2FZY3I3QXEwRkxkRV9IbkZaMHNCNi1iUTZzSUVk |
I have BTC and ETH which I plan on holding but are any of these absolute garbage that I should sell and reinvest? TIA | r/btc | post | r/btc | 2024-11-23 | Z0FBQUFBQm5YV0N5N0xmakN0eEU4MFN6LTNUNVFQdXVFSGV2Nzh3NTJpUk9LekRudTZOSWpsd21Qa2s0bHJPcGVzUjlhRE56eDNrS2U4aTl5V3VkVW13c2dtbnpYRTRwNGl0Z0J1bjlLd3puTkQtTlAzWVFzZ0U9 | Z0FBQUFBQm5YV0RDTlNwNmFyY1dqeDk3VlZvWGp2T3lWdmZiNUVMZjhBWDZRYTRYUU5ENFZ6VU1OMU15SUQ4MHoyeTBud1otY2hLMFVCcFVvQ0hPLWF6WFI5RG5idTAxVUdjd2pTQ3Y3OTA0MWJRdHluWXpITXJCZ1FHY1Y3Z2szc2JqdVgtTEVNN1BnSlZEZTdabHl0UWhVS1VrVTY0bFFVdnlPVHdYRTZycG9CU1g2NEJrX000PQ== |
You don’t have the risk tolerance and if you’re not manipulating the token you’re the one being manipulated. Buy SOL and stake it, pick tokens from Raydium and Jupiter and Kamino and Drift and other projects that have actually good products. Or don’t buy anything. Just stop trying to get rich from this bullshit. For every winner you see there’s a thousand quietly sobbing losers.
**Edit**: this post is aimed at people new to crypto that are flooding this subreddit with sob stories. If you’ve been doing high risk trades for 3 years you probably know this doesn’t apply to you. | r/solana | post | r/solana | 2024-11-23 | Z0FBQUFBQm5YV0N5QjFXdG5SUWJQOWJxTGFrMXl3LU1KY0ZMY2tIM0VJZFJyZmt0bjQtdzZSeFlMYkxBT0JzTnBScGo1eVdvdXJ6dTV0X1F0QzVpZjdRWnJwRnRWTWZyZEE9PQ== | Z0FBQUFBQm5YV0RDMzU5aTBKUnMxdEt5LUZINUhkWUstLUZURXdQX3hwdGtOYjIzZmdRQVFtWkdYMWFMNjRWZ1RRVE50aG1QWDRIMnVHZDQ4UHdlT3B2U0VvdndXYXVhdmlud3o3cl9UcnNzNVBiOWY1WHUxcXlJX0VqVjZWbHVhNkNiT2RDb2ItaDFxNmtaLUJpUzhyQkdLMnZ6MFpqWEdvR1hDOEltZUtrX3VFMUN3VmRJaEo4PQ== |
Firsthand experience only | r/nft | post | r/NFT | 2024-11-23 | Z0FBQUFBQm5YV0N5Z3JCcEItNnozVlViVklhRnFQWTZRWUo1UUUxWEJVMEd3VGJjLTYwS1piaFhmT0ZhRDBlWmpjZk1FVGlRYnRYSmJGazdJR1lORGZGVzFrdm8yY2Vub2c9PQ== | Z0FBQUFBQm5YV0RDSFBINll2aGp4SkdHQW11SkpPMDdEN0s3RzVDTFhpcTRiYmFncVJDbkFHNzZMX3V2R3VDYzludHFVdnFFMmRrTGtpT0gtMzh5cGdIcEZTYmd6TWlMa1VUU25PbVpOUjQ3ZEZyWlBmckVPZ1lRNWFfMVNyVjdpTm1UbXhfb0MyM2ZBYjNzc19SdVN4c09nTk14YThkRGZucFVSTWE3NmpEdWN1alNqME1URS1GelJUSW1jSnZmTDlPbXFENlEtdGha |
I'm from ETH, I've been full time shitcoiner for 4 years now, and contrary to what some people say memecoins are NOT pure gambling and they're probably not as scammy as you think.
However, SOL is mostly luck. ETH was probably 70/30 Skill to Luck, while SOL is 70/30 Luck to Skill. It's a zero-sum game, and Devs, KOLs, Snipers, and MEV/bot operators soak up more liquidity than you will. The odds ARE and will continue to be against you--until you progress high enough.
**Anyway here's some shitcoin tips to help you get started:**
1) Learn to read Solscan. Extremely important.
2) Find Alpha Wallets to follow (NOT copytrade)
3) Choose your volatility. Buying pre-bonding and holding to $10M is high-risk, requiring a bankroll to absorb losses before a win. Buying at $500K and holding to $10M is less volatile.
4) Stick to one strategy. Define your MCap range and identify key stats (volume, txns, holders) for tokens in that range. Use charting tools to filter accordingly.
5) Follow callers for insight. You don’t need to buy their picks; use them to gauge market trends.
6) Stay updated on the meta. If you’re unaware of the current meta, avoid trading. SOL's meta shifts within hours or days, unlike ETH’s slower pace.
7) Watch charts without impulsive buying. If you can’t, you're an addict, which is fine most of us are, but know that about yourself.
8) Master the basics: slippage, liquidity, market cap, price, and price impact.
9) The two ways to find good tokens are social climbing and blockchain tracking. On ETH, blockchain tracking was dominant (75/25), but on SOL, it’s closer to 50/50 due to SOLscan's complexity.
Post any questions here and I'll do my best to answer them. | r/solana | post | r/solana | 2024-11-23 | Z0FBQUFBQm5YV0N5TlJ5Y1BPak1mbUlReWNwbE5kUWxZSzV4bHlHd0ZubGdPTktJc3cxQkNjb0EyTFdaeHRXMm1vSERRbTlmUlJNRjY1RXdjLUNmQlVuaWh2MHM0bi1LN3c9PQ== | Z0FBQUFBQm5YV0RDZFc4SmhjWmdJS2VoLVQxSnNobTBjUnc5djdVakZhVTYzUEM1cUZYNHU4TUduM1pNRlJHaXY0MEhmeTNfZ0NfalE4MDZDWnJDVDFjU3FOeFBobFJMcFc3azE5QnhtS0lPTGVYSDFkZzRfaTd1QlZkTUdPY1RhdkR6Zms5a3I3OV9uX3dKUnI4MTlIYU9tbGFxT1RqelJLUUZlX0VzN3RNMXotMUR0T1psNGt2a0dad1dyR191ckVSckV5bmVRaGct |
We're seeing a strong rally on old coins, something we've been told not to expect to happen.
Have to believe this bodes very well for the altseason ahead.
It is human nature to want to find the next coin to make that type of surge.
And people will start to realize quality projects have 2 ways to run hard- simple hype (like memes), and actual reasons to be hyped, like amazing deliveries or usecases.
Last I checked, 2 ways is better than 1!
Oh and don't forget, building some real usage or business adoption creates staying power. They don't have to be a zero sum game like memes. That is what I want more than anything, to see sustained usage and the fact that some of these older coins are battling back tells me there is still a strong appetite for it. | r/cryptomarkets | post | r/CryptoMarkets | 2024-11-23 | Z0FBQUFBQm5YV0N5SlFadC10djZ6alhRdDR0RGR6ZklrWUN2YVdkMG4zM3JsbDZ3SGt3MnVCQnh4SzVwUmdZc2t5TFNBdmdINXF0TVdGbHQwNmZ3X041Qno5b3cwQk1DT0RfT29ZbU45MnZFanBFNksxZWQ2Xzg9 | Z0FBQUFBQm5YV0RDaDN5WHllOUFEMGo0N3hRbmZsSmVET1lDd0xITzVrVXZPLWhYNDMtWDI1Wk9uMEdMMXZxM29mUzhUb3BKXzVwOUp6Y0IydnlwdUdwSUQ2S256VE1TMVlBOEhjUHJDdTBfS3FKLTRCa2VHYkxiVVFoU01IbklMY1BrRVZIc0ZYc01FN2lpbElDaXVES18wSnZPRHlFTmFDQ1huRTFmekRWbElMbHBocWhtTEZpb3pzbURjQ1BKXy0wbXVfSnExdXN3aEJmQlhvQ0owVEN3ckFVUnJvd1VaQT09 |
**TL;DR**:
Ice phishing tricks you into approving malicious wallet permissions, letting scammers drain your funds. Review approvals, use trusted wallets, and revoke permissions to stay safe.
We’ve all heard about, or even fallen victim to, phishing scams where attackers trick you into giving up your private keys or seed phrases. But have you heard of ice phishing? It’s a subtler, more deceptive type of attack that doesn’t require your private keys. Instead, it exploits wallet permissions, and even experienced users can fall for it if they’re not careful.
*Case in point*: In 2021, scammers stole approximately $121 million in crypto tokens from the Badger DAO smart contract by manipulating transaction approvals. This incident remains one of the largest crypto hacks, ranking 21st on the REKT leaderboard of most expensive exploits.
Today, let’s dive into what ice phishing is, how it works, and how you can protect yourself.
***What is an Ice Phishing Attack?***
Ice phishing is an attack that tricks users into signing transactions that grant the attacker permission to control their tokens. Unlike traditional phishing, where scammers rely on using tricks to acquire private keys, this type of attack relies on DeFi smart contracts as vectors to access and steal your tokens.
Here’s the catch: The transaction may look completely legitimate—normal transaction data, a reputable-looking dApp, and even a legit URL. But under the hood, the transaction data has been tampered with, and your wallet approval screen doesn’t show the full picture.
Worse, attackers don’t necessarily deploy their own malicious contracts. Instead, they may exploit vulnerabilities in reputable projects, as in the case of the Badger DAO attack.
The result? Funds are drained from users’ accounts, not from the exploited contract, making this attack particularly stealthy.
***How Does Ice Phishing Work?***
Here’s a breakdown of a typical ice phishing attack:
The Setup:
* The attacker creates a fake but convincing dApp. It might be a liquidity pool, staking opportunity, or NFT platform promising high rewards.
The Bait:
* They promote this fake project on social media, Telegram groups, or phishing websites that mimic legitimate Polkadot projects.
* Users are encouraged to connect their wallets and approve transactions to interact with the dApp.
The Hook:
* When you approve the transaction, the dApp requests permissions that give attackers access to your tokens.
* This approval may look harmless—like allowing staking or swapping tokens—but grants the attacker control over your funds.
The Exploit:
* Once permissions are granted, the attacker can wait days or weeks to drain your wallet, giving the illusion that everything is fine.
In the Badger DAO case, the attacker injected malicious scripts into the project’s frontend after an API key compromise, tricking nearly 200 users into approving transactions that allowed them to steal funds.
This attack is dangerous because it doesn’t require immediate action. Permissions remain active until revoked, making your funds vulnerable long after the approval.
***How to Spot Ice Phishing Attempts***
Here are some red flags to watch out for:
* **Unfamiliar dApps or Tokens**: Be cautious of platforms promising unusually high rewards. Legitimate Polkadot projects are often discussed in official forums.
* **Suspicious Approvals**: Double-check what you’re approving. If it’s asking for unlimited access to your tokens, think twice.
* **No Verified Contracts**: Use tools like Subscan or Polkascan to verify smart contract addresses. Unverified or newly deployed contracts are red flags.
* **Pressure to Act Quickly**: Scammers create urgency (“Limited time offer!”) to push you into approving transactions without reviewing the details.
***How to Protect Yourself from Ice Phishing***
For Users:
* **Review Smart Contracts:**
* Check if the contract has been audited. [Polkadot Security Hub](https://polkadot-security.github.io/audits) provides a list of audited projects.
* Look for community reviews and ensure the project has a good reputation. Anti-scam [DART](https://polkadot.antiscam.team/dart/) reports are a good place to start!
* Assess whether the contract has upgradeability or emergency response mechanisms.
* **Read Before You Approve:**
* Always read the transaction details in your wallet. Verify that the contract address matches official sources.
* **Use Trusted Wallets:**
* Wallets like Nova Wallet, Talisman, Polkawallet, and Subwallet offer tools to review permissions and alert users to potential risks.
* **Revoke Unused Permissions:**
* Use tools like Polkasafe to audit and revoke permissions regularly.
* **Stick to Official Links:**
* Always access dApps through verified sources.
* **Educate Yourself:**
* Stay updated on the latest scams and security practices. Sadly, many scams are only identified after the damage is done.
For Developers:
Developers can help reduce the burden on users by implementing additional safeguards:
* **Enhanced Wallet Alerts:**
* Add alerts for high-risk permissions or transactions with sustained access.
* Add a verification layer for smart contract addresses to warn users if it doesn’t match the one from the official source.
* **Smart Contract Monitoring:**
* Build monitoring tools, similar to [Forta phishing agents](https://github.com/microsoft/forta_phishing_agents), to detect ice phishing attempts in real time. This can be a good [RFP](https://grants.web3.foundation/docs/rfps) for a Web3 Foundation grant.🤷♂️
* **Parachain Surveillance:**
* Parachains could implement contract reputation systems to flag malicious contracts before users interact with them.
Ice phishing attack is an evolving threat in the crypto space, exploiting wallet permissions rather than private keys. By staying vigilant, carefully reviewing transaction approvals, and using tools to manage permissions, you can protect yourself and your assets.
So, how cautious are you when approving wallet connections or transactions? Got any tips to share on avoiding ice phishing? Let’s discuss in the comments below!
Socials:
[\~X (formerly Twitter)\~](https://x.com/DotAntiscam) |[ \~Website\~](https://polkadot.antiscam.team/) |[ \~YouTube\~](https://www.youtube.com/@PolkadotAntiscamTeam) | r/polkadot | post | r/Polkadot | 2024-11-23 | Z0FBQUFBQm5YV0N5RE1yWWhOb2hPSmVjWUlaWlF0UndDenU1QmZiZFhkR3lEN2J6QU8yNVFVZ2hhUXpZQnZBeklnNXY1OERrd0hYVEhHS01Wai1hejYxeEtfSkdaV3Q5ck45NjQ3R3lzR0FjVFFPdHJHX0pZcWM9 | Z0FBQUFBQm5YV0RDNHREN0RPd0NoQ2Q5UVh0NzR5ZWlBMDdvSFRZNE9fcTJTc1VSQWprTlo0Mm5lWHBtV1JGZVZRSXd3M1RYMWVaZGpKeW5hRlpEVHFJczQ2SW9yTWJFaHRBMDZZaUp1SnJpZ1Uzd3JlaFVJUFpEdndqOVJXdmM4ZWotQ0UwSlBHdHFIY2plQVBVc3JqZzlxaXE1MjBwUXJYcDdvaVRVNWlxZW9nQ3FWTmtsUEtURGNSdE44VUU5TExQeDM2OEVFQTdTZm9lVU9MZlZNVk5TUEI3Vl9yYXh5QT09 |
There is a perpetuity contract [here](https://unspent.app/contract?opReturn=6a047574786f0150010202f30323aa206ff0c730cf850dcdb17428a777c5b4cfa0059f1220ac1910f5fb93aec9bd9fb68702dc05012823aa204a2610207cba588268ecec64f5a81ca888a9378de7fd78dfba6745a1cea973f387&network=mainnet), which is currently funded with a single UTXO holding 6.8M sats in value. Anyone can spend from the contract each week and claim a little 1500 sat allowance, as long as they send at least 1/40th of current utxo balance to [this other address](https://explorer.electroncash.de/address/bitcoincash:rdhlp3ese7zsmnd3ws52wa79kn86qpvlzgs2cxgs7hae8tkfhk0mvwlnsxqy5).
The beneficiary of the perpetuity is a different contract. It's a "coupon" contract to incentivize locking 0.1 BCH [until block 1,000,000 in 2027](https://futurebitcoin.cash/v?block=1000000).
So every week, this autonomous contract on BCH will pay anyone to write a coupon, and the coupon can then be used by anyone locking BCH.
The outpoint:
54fafc9065b2774b86df2c58d2df7117ab2c61871db3885ec08ccb9df1b139a8:0
... was the first coupon written [here](https://explorer.electroncash.de/tx/54fafc9065b2774b86df2c58d2df7117ab2c61871db3885ec08ccb9df1b139a8)
This is actually very boring, because coupons are just being emitted at regular intervals at essentially predetermined amounts.
It would be more interesting to fund a contract that could emit coupons based on input from an oracle.
Perhaps, some weeks an anyone-can-spend contract might write a bigger coupon, or no coupon at all.
If the logic of the contract is known, and the balance of the contract is known, it gives a very powerful signal to the market of what coupons will be available to incentivize futures from week to week.
EDIT:
There's 125 weeks between now and block 1,000,000. So if all the coupons being emitted by this contract were used, it would result in 12.5 BCH becoming locked, for the cost of 6.8M sats. | r/btc | post | r/btc | 2024-11-23 | Z0FBQUFBQm5YV0N5VDFRTTdnSEZ3QTQ3OWR5WkJzTnBUN0Q1UGxFN0hHYjQxdzBaQkwzc2JyVndOaEhEOWp2Q1htYmE5bFhOb01RbXhaSEt3Z0RNekRHcDRHWmVsZ05SNUE9PQ== | Z0FBQUFBQm5YV0RDeS1MZC14Nk8tZTBOV3ZROUwxdTVYWE9NWWJfTzV3SUhQSDQ5Q1NaejRGbGtTbG5XYzhxVEdMWWpfRXhkUnRfWktEMWNZZmlZSUpqd1ZkcTRqYXgyS1RQYUpNbTdjZGxUUzQwOFJRWWh4SW10UUFvaS1ZQ1NKS0dxSTJlLVJ3ay1fd0RXX1FSWWQtclVhejNGMWE0WU42b3piWFhEWTFVaWZvOGdUY0dUVUxJLUoyUVdlRnZ1ZHo5eDIxYzhBN09s |
Do you love Solana? Want to show your commitment to the community? Now’s your chance, I have a pair for brand new solana asic gt-2000 up for grabs. Tags still on and we have proof of purchase and the light mode asic badge on phantom.
Trading for sol. I’m traveling to Australia in January to marry the love of my life and I’m trying to get the most out of my belongings
Recent sales on eBay go for $700-$800 | r/solana | post | r/solana | 2024-11-23 | Z0FBQUFBQm5YV0N5QjY2blUtNGY1M055UnhTcEgzal9fX1B1Mk5XeWRpOXRXRTlQNHlpd0ZjMzFKakRDUnQ4dm43OWI1a2Y3VDdFRVNZWDliRFMxemdnMkhDVHJQdjU2WTVYZE9XbEdUbWJxbmFrakR6blhmVU09 | Z0FBQUFBQm5YV0RDdUU1em9CSzhuRTZsTU9XbzBuU2JxUzY1Q0tfRmhxM1NhVl9xOUx1cWpNUG5hcWpRd083bWN2UjdteXJXbVdWT2ZSQW5KM3JKTld4UXExS3ZQSkpuSnZJdmlEazFCXzVUbWQtU2JPc01ZOV9EeTZZY0R3WkdUM2FnODgtX2xCQ1R0VURON2xZcmVFVjR3OXo3VHU0bWdiQW5PbXFaZVR2elFSOXhvZE11NXFYQUh0YWtmYVBvR3AtaGhkNmduczA2 |
Maybe he didn’t exactly make that prediction (I still think he did), but I inferred that. And because of that I am about to comfortably retire and I want to give that man the credit he deserves for teaching me about bitcoin. I also want to state that I distinctly remember him saying don’t invest more than you can afford to lose. He was prudent and realistic. Not a “moon boy”.
I first learned about bitcoin when cannabis became legalized in my state and I asked a weed grower how I could invest in cannabis. The weed grower told me that I should invest in bitcoin instead. That sent me down a rabbit hole which led me to Andreas Antonopolous among others through Reddit. I learned about HODL, and embraced the philosophy, after panic selling many times.. Basically I just wanted people to know how thankful I am for this technology. Nowadays there are many many people on the Internet teaching about bitcoin. You can take your pick. I just wanted this man to get the recognition I believe he deserves.
Mods might remove this post as well. I just wanted to get a chance to explain, since it was one person who reported my post due to it sounding like a paid promotion. | r/bitcoin | post | r/Bitcoin | 2024-11-23 | Z0FBQUFBQm5YV0N5dlFKc1lyX2l1RUthMjViMDhJWmdfcnpvWmx4V2ZRSUJWRWYxY1czcWU0SERFYmd5LXU3QWFBS080Sy1BZjVuXzh3QlBqYkhGNkxOOEV2YVdQWWcwZkE9PQ== | Z0FBQUFBQm5YV0RDMzZJSG5xeHNLYjZMcEN0azhvOFdEN3lwbExWaHp2dFpDeDRaMFVtX2d4SHJNZlBQaDlfZndxcUVQcEZmY1g0ZXdTZ2VfNmNRVHNySG5NLVIyRjJlT0t1V01QNDBFVTc4VDhlZ09yMzVUbFIwSF94UDdCdHNkdjRqUzdCeXBCR1F3MDlHZzY2OENpMlphcmItWGFvM3ZFRnJFdU1Wb0t3WnduV0lRZ3FESW1YY1B0akU5RjN3SW9RVEgwZTVQbmt2NEVTZ1FJSnpUNTVnYmlzc3JGRk1Ddz09 |
🌍 Blockchain is breaking down international barriers and providing businesses with new opportunities for expansion.
Here's how blockchain is enabling global business development:
1️⃣ **Cross-Border Payments:** Blockchain ensures fast and secure international transactions, reducing delays and costs.
2️⃣ **Decentralized Marketplaces:** Open up new avenues for businesses to sell goods and services globally without relying on intermediaries.
3️⃣ **Global Compliance:** Blockchain simplifies regulatory compliance, making it easier to navigate different laws across borders.
How are you seeing blockchain impact global business development in your industry? Let's dive into the potential of blockchain to create a borderless economy! 🌐 | r/defi | post | r/defi | 2024-11-23 | Z0FBQUFBQm5YV0N5M2FKUmltOGgxd2RVZFBmLU9NeWczS1VKUHdOUG9lRGJ3U2VlSG94WXFvamtvNVRPTkQ0WW5vRTYtV1JhRFJpNEZKZFktUjBHSXpJV3M5SjJQTmloalE9PQ== | Z0FBQUFBQm5YV0RDTVh6QnQ1eTFJOHZySlNLdW9VUUl2a3U3ZFVwTjRZdjJOdDZodmpsZTRkcXJLdFlkTXNEQVduSEVpZ0IzcDc0dGx1SVdweWhkT0syMG9xakhqbm50ZjZ0YjdPd1JuaWdMQUlUUGtfcGRxTjJBcXREbFY3UnVYOElhSkZHS0dnSi1Jem9KNVd6WEt0NndnaDJRSGl4TW1SY01GcnE0RUUyaG5VLXJ3NmNKU3RjVG1TY2I1MzVUQ0Nzd0ZTVU8yVlFR |
Lmk my friends | r/bittensor_ | post | r/bittensor_ | 2024-11-23 | Z0FBQUFBQm5YV0N5UEo1cWtkY3ZWcTg5LVNGODJBdXVpLUxVLTNwVVpCdWRUeTlkSDVSWTUxaE1rRjdmYnVYMDVOeFhYMUFoeENLRXpPSGZEMHU0cmN3RVY3RXNKMk15WFE9PQ== | Z0FBQUFBQm5YV0RDUC05UldYMnU4ZTVxZ3hfZ0U5dG83V1hLR0pveTBzaGpRNzRaN3JacC1sUEE0UEJHVUZMRTk2S2ctNll0bGlINjlEVW1uNGltLW5rV0Q3MXFTVE04WXRnWmNxTHRWY3BoSjhaRDBKQUxsR1AteEllMTlKTzlzRXY5MmdnODdDVWdMU09ud2pDWG12QlBNbnBNRkJxSGVOeGU5aTNsel9haFBBZ0JZc25FNjhEVjNCemM3WDZLTjJjLWtjblRsUWRGNl9pY0drbjVXREtkZGxCa2wxRmdxZz09 |
The entire polkadot ecosystem seems overly confusing to me. Is there a best/easiest way to hold/stake/sell? | r/bittensor_ | post | r/bittensor_ | 2024-11-23 | Z0FBQUFBQm5YV0N5VWwwemx3UXhMczdVZDZmWTJNYzJ3RHVBS19zQ0pIRkFXbURiVWxCQjYtNU5tSEowaTBhd0ZRRWVzVGwwcVRHWWo0MklneTBXM2MwOWNkYi1ncEV4Snc9PQ== | Z0FBQUFBQm5YV0RDQWQ1X0owaXJoZU5sc2ZNTFcwYXd3OHlIcGVmQ0FkYWgzVklLT1VBQkFoVnBaTWliUzhWa0RXcFZPQW5iNU1UczJBN1V5T296WFktS211U3BvMHgtb2llR0ZzSkJWbGFyNHZ6bHg5UEZFd1psSUNVNUJveWhkbHRPZXBzRGhBeXlHZzh5ejI2R1FPdlh3X2F6ZFQ4R2lDQlJDM0hJSzN3TUg2SE1LS1lRYzlYV1M4WlljVUFkclZBMXFQRlpZaWJJY01hakZGUGl0VWdDQUd0bWd0SldTZz09 |
Does Solana have a DeFi ecosystem? Financial products? Anything other than memes? | r/solana | post | r/solana | 2024-11-23 | Z0FBQUFBQm5YV0N5Sm5nWXdsUk1OUC1WblpvX0VWclN6NFpkRnhiVERVaU14M3lsS1dLWTRHaFkxNGpzQTFTMVRUTS1xTTlxSmg5cnNiX2sxR2F6YllFRktrRjJuWkFDQkE9PQ== | Z0FBQUFBQm5YV0RDZVJXTEpZYnhxaE9nM1E5WVQ4QklSMEMzRHpzTVl3UHlnVDdycTJBR2tKNEE0VEdsUy1ialNGSlFFN20yOEc3ZWIwRXFQMmZPelUyZ1dZem5pbnlqQzFsdkVZV2pldzBvLXVlY3FaOGpOcTdyM3NQUFRIa0ZCOHJ6MEJFM1JsTUdsVnRnWVlYbXpPaTFhNFRXcGFubmRNZWFEcDgyU1hzNjRGWEQ1NjJhZXhGTE9jaHpabktjT0luWlp0YkdzMldi |
Discussion thread for ACL 2024 (ARR Oct) reviews. | r/machinelearning | post | r/MachineLearning | 2024-11-23 | Z0FBQUFBQm5YV0N5cG1USFlDM1NEckFxSVIyakJPQkRfY2hMcFI4SktnalFwcWJIT1I3c3I2dnZ4RF9OS29HZDJxZ3BqN19Zd2ZKZG5JclRtZjh0MnIzcTVITnUyS1JINmZCTG5lU3daMVhScXBRaXhRR19oQ1E9 | Z0FBQUFBQm5YV0RDNkZCaGZMTGxWem5ObWNUX1hwbl8zMG5uWGV2UGZiYThPN3ptRGF0QkFpRi02MnFvdFlReElaSGZTVVJaSl8yOGFzaENHY3ExRkVENWV6ZGFnYTRfQU9GR3h4ak8yTEJnejZmYXQ0N3hUWUNUMmx6aGdVMXlWR1QyZnpjdkpUd0RxV3VubzlxX1NQZHhCWksxM1RjajJqUFRncG9YSkl6UDVBMlRBUE5UbVJjdlpQWEctQVBfZm1SRUZRQUY5LWh4 |
**Hello Monero community,**
I’m an XMR user myself and really into the idea of freedom.
I don’t want to write this post in a way that sounds like advertising (you can check it out here (https://uncensore.net) if you’re curious). I just want to share a service that’s been created:
1. **It’s a VPN (technically a proxy) service** – It uses the latest Xray proxy implementation, which even hides the fact you’re using a VPN.
2. **Maximum anonymity** – You can create an account using just an email (even a temporary one). You don’t even need to visit the website.
3. **Accepted payments** – Any crypto works. For now, XMR payments get a \~15% discount☺️
4. **Smaller, trusted group of users –** We have a personal approach to each user. If you need something special (like server location in a certain region, maybe dedicated bandwidth, or more simultaneous sessions due to some personal reasons - just let us know and we will see what we can do)
5. **No jurisdiction** – The service doesn’t operate under a single jurisdiction. All servers are rented under different people’s names, so there aren’t official “owners.” If authorities file complaints, we just swap the server and keep going. However, if we detect illegal activities that affect the network (like DDoS attacks or other harmful stuff), we’ll disable the user.
6. **No overselling** – From what I see with popular VPNs like AirVPN, they often oversell and crowd servers. We don’t do that. The main idea behind this VPN service is to provide the best possible speed. We group users into smaller clusters with dedicated servers, so the bandwidth isn’t maxed out. Servers also get rotated occasionally.
7. **No logs collected** – There’s no point in keeping logs.
8. **Open-source clients** – All the client software is open-source.
9. **Free trial for 1 day** – You can try it free for a day. To prevent abuse (since people can create unlimited emails), you’ll need to message on Telegram (https://t.me/uncensore\_net) to get access. After that, if you decide to purchase, you can handle it over email ([[email protected]](mailto:[email protected]))
10. **7-day money-back guarantee** – If you don’t like it for any reason, you’ll get your funds back.
Here’s what you get:
* Pretty fast speeds (up to 1 Gbps for now)
* P2P traffic allowed on certain servers
* Fully anonymous access
* Works in every country (including China, Russia, Iran, etc.)
* Unlimited bandwidth
Can you trust us? Honestly, you can’t fully trust anyone. We don’t collect logs or store IPs/sessions, but technically, it’s still possible. The only way to be 100% sure is to use your own server, control your hardware/ISP, and make sure it wasn’t bought in your name. We just provide a service we’d want to use ourselves.
Are we better than Mullvad/ProtonVPN/etc.? Not necessarily – we’re just different. We don’t disclose all our server IPs, so authorities or third parties won’t even know you’re connected to a VPN. Even other users don’t know which servers you can theoretically use.
I’d be happy if some of you gave it a try for a day for free 😊
Price after 1 day test:
6$ - 1 month, 14.4$ - 3 months (4.80$ per month)
\-\~15% for XMR☺️,
5$ - 1 month, 12$ - 3 months (4$ per month) | r/monero | post | r/Monero | 2024-11-23 | Z0FBQUFBQm5YV0N5S2lsVVpIdm1WMzZHaTJ6X2NGMDRWLUxXeWRwNVN0eWxwUXNWdmRueDF4VW1Sc1d1TkNfYkZOb1UtVG5MVDNTcVFxbkFYZ29UTTFjOHlyeG14eXJzRmc9PQ== | Z0FBQUFBQm5YV0RDM1lnbW44eHlmeWVRdG5WdEctZGFtd1MxOXlremREQkhhYkpRWEQyRGhwYkFjbHp5N01MM3doajdOUUxzNWlBZTBpVkpHRXJQQzNqRm9GUlY1Yk5nM0xnOUxsRWVuT2NZR1lnRFBBN25xLTJEd1ZMd2VKTndhcXJhVlI0RnpLUm84MWgxTVhVcWFiOHpFNnctRHB3aXl1Nzl1N09OS3lJMmtPTVJfeXlZa2l3PQ== |
Hey fellas,
I have been building a Dev Environment with TruffleSuite, Garnache, and Angular.
And I found out that in 2023 they gave up.(I am new to web3 env)
What is the tech stack that you guys are using these days, I am interested in creating automated Development Environments.
Thanks | r/web3 | post | r/web3 | 2024-11-23 | Z0FBQUFBQm5YV0N5X0txeXFRQTRzbjdkLWpsY0xCTXQ0U2ozX1ZFUUFGbENDSnFXdi12RnF1TlBpdjIzME9EY183VWliWFV6QXBwckpwQ3g0bVBpS0htSUpabDNyVVhJRXc9PQ== | Z0FBQUFBQm5YV0RDQTlOZFBOLWJSVTNUU1AxR3FOWGg0M0Y4V1JoOXJuNVQyS2lLbFdWOU8xSlVEX1BYcWVraGpFSk9sYnZkdXkyM0hiNUZuVHlIYll6NmhYZ3ltVGtMakNDeFdnOWZlTEt2WllYTDJoUnBySVcydEl4RS13bjVoWFFmdGxieFhzTEpsa1EzM3hJdGQxWjRyNS1NS1IwY05TaFlFRUlEYWMwRDRncnB6bzQ0eUpYR2dTOVRmMHRsTEtDaWduaHg1aHlkRHZ5ZFZHTUFlOWJ1Skp1QnU4a1loUT09 |
Say you buy XMR through bank transfer or debit card and the service requires kyc as usual, it's not like there would be a way to attach your name to that XMR due to the nature of the network so all the service would know is that you bought XMR. Am I right or am I missing something? | r/monero | post | r/Monero | 2024-11-23 | Z0FBQUFBQm5YV0N5Umx6aTdOQkVLNFpkOHEzT0ZtZUVqeHRiVGZ1XzM1d1d4ZHhRUjNnVkZnQzhQMU1DSDJXNzBhSVRWVzJGMlFHMFZvdzY4bTk2ZXQwM3JwSEZZWk9iNFE9PQ== | Z0FBQUFBQm5YV0RDZlA4U3ZucGxnNWhGY2N3dnJaY3NHVVhjcnZOSTc4dUlna2pBalBVMnl4b0pqbEZfVnNaVE5BVWNjXzU3NGYxWFZWNjhQYXU3RUllYkNrMUliWW51aDJEblhfVDluNm00c3EzeHRucUkweEdVRHhvZ09QaTRQV0E2WnNMYXJRWFEyR3dnZ2xid0hmQzZfOER6MGt0ZjRySkFvSTNRZzV4ZE4wbHFRXzZaaThNPQ== |
If they only knew | r/bitcoin | post | r/Bitcoin | 2024-11-23 | Z0FBQUFBQm5YV0N5QWhSMHNDZi1xQzRyQk11amFINDdJUlZPczhmbWFlUWE0U21TY3F1SmotX2lpMHFoc1dKX2VJVURqajB0RV81Q1k0VExTYU9jVDBIUG81VzJuck5LaGc9PQ== | Z0FBQUFBQm5YV0RDVVhSanhVYUw0b1V0MjdGYVp6OVp4c2VvbmtCYkpPdnUwYUNVZFlqSW9zN0xIWkNaX3BNWFpYYS1oMGQwclUzZTY4eDNoQ1dZczdBSGlLRkhubGtzbEk5U2VvY3lMZVN5WXlGZ0ViN0J2M0NrTFBIUjljTmJzRmVhV3Y3c3daaUlicHRMc1BXcjBUNWxRTVRMR0hvYzN3PT0= |
Looking to swap some xrp for stable coin like usdt or usdc using defi or even a non KYC platfor. Can anyone could recommend the best/cheapest way to do with with no kyc?
| r/defi | post | r/defi | 2024-11-23 | Z0FBQUFBQm5YV0N5cjlLWVNpa3k4UEhxTkE3cXoxNWM5QldRa1JJWkJZWFY3bl9Wb0M0dEVTVWR5YUVFOFBZV09ncjBwWXZBeDZwVmZWdHViYVlUTkxNdnJzY1hMakVLMFE9PQ== | Z0FBQUFBQm5YV0RDRTlJZDBKRGJxd3ZBMVNKaGo3N0lSeHdhRTZ2MDgwMDFoTG81STJWMU5qamJldVVlb2FibVRaazJPWU1hMXBSWm14YS1ZbG1PSVh6eGZHSWVsNDRrVm1pbVJndXBtbmtQbXVNYTUwcXVwQ2Yycl9WVnZvOS15bEhqbnktN1lPVVprNk1OdmxqUW9fcGsyTHRadlUzV0poSGQtS3JTVlJxWTFjV0xCVm1GMnR5VnlmUUxua2xlY3k5aXM0ZjZRZ19KcFAzNHRMSGF4d0RlS1BpbGYzYXFRdz09 |
I swore off crypto since the last cycle when l bought high, now FOMO is eating me alive. especially that my high buy from last cycle paid off.
I'm considering 500$ in each of these 5 currencies and selling by the end of Q1 next year. I can use some straight up advice mates, I know I should do my own research, but I wanna hear what other pros think as well =) | r/cryptomarkets | post | r/CryptoMarkets | 2024-11-23 | Z0FBQUFBQm5YV0N5Yk9PSEJ6aGl1bTEwc3BWT3NYTTVkRWRtZ01UakxVVDFHQVdWcm5kZXNqWDFBTFlZNmZlRmY2RFZPQ3hzX1BfcEpzcFlsVGp2UHI1b19DU0MzRjNGZlE9PQ== | Z0FBQUFBQm5YV0RDVXpjZmU1YkRpWUpiMThqcXBpU28zbWpGVEhLQVJzamVHSkFGTzQ2V2JCUjdIV25qcUR5ZEJIaGU1SUI4VXhSaVRpeWdzb080WnFXQ3BCNkJieGR1Xy1Tc3EzM3EtdHhwSWR3T2ludTNXcE5qNzNIaVh2bjdBZ182aURreVcyY1ZBSjhmdk9qOFZldFNPSlVTYlY5c0FlaVdtUGtzeFZVeWE4M1lSaU4teFZRPQ== |
Hold onto your coins folks , here we go !!!!! | r/bitcoincash | post | r/Bitcoincash | 2024-11-24 | Z0FBQUFBQm5YV0N5TFBpeGJRa09UNDRBSXVaMmhLS2lteTRldzJmSExOajlpNDczNkswTjFZUWtvUzNhWnZ4Tzc5T0JobWNPWUJxdzZGaURmMXZlTE54ZVpVWnZiY0VTMUIxbzY4SUFDVGQxR05qZjh3aGhKZzg9 | Z0FBQUFBQm5YV0RDZ2c2Qm9haEtFTURHX2p6M3dJN0RqZU95U0VCaFZyWmZTOFlfaDlzOFgwTng0Y202TWlJU3JUeWt0LVdkVEFCZzRueWRmc25SMElmUTkwNVNtODRUM3pMSTlIX1NhOHYyWjg5V1BSQUZXdWc3azJScUd3UmtockZuUlZHODk3YTUyRmxuMDBTeVo1cjdVQTM2OXZGdFF4TVI4UVBiVHdmcmNicmhPTGxNdUpWS1NDT0gyNTh4aXhlWTVCdGZya3N1 |
-'Prospect of tariffs not good for equities, but it's good for the dollar'
-'More Dollar strength is coming'
| r/wallstreetbets | post | r/wallstreetbets | 2024-11-24 | Z0FBQUFBQm5YV0N5c0JNdV9TSm1iY3h3VXBLamtxaVBHYkVYT2xmZDJIOERFaHppMEFnb2hxNDRva2hiVHpUSjU2NlprdnVGMVBMNm45bVdVVURiODZ6YVN4dnh4WGNZanRCd3dNTFFrUXJpZlpvcWU1VmhzMGM9 | Z0FBQUFBQm5YV0RDNGE5OW1yRHVoajRYRG0yMEVTRXV3Q1owQVV3bkJxMWZVWkFGeHhGSUd1R3dCbnJ0TmpUeXRQWUxrRmZhUWtqc2ZwRW15R2lxWnNzbUFEb1dYbW15RHdXWFpBN0VVclhJdjk4bVk4Q0pMODVqOXdNUEo0ZV9Ya2pBWjRNX2pxbWprYkhwSDZlY1ZoUVNKNnBoSTh4azhjT1RRdTJLdm9jZmZCaGc3cWdSUGdFbkhQOE96ekd5ZlRCdXNST2NsSmE0eEt3NVdVOHppNkJTZ1hPYzd6MW9Wdz09 |
This is a wallet I discovered on dexcheck that makes hundreds of scalp trades a day and makes a profit on almost every single one of their trades. I obviously know it's a bot running these trades but how is this person doing this? They only pay 0.000005 in SOL fees for each buy and sell so even if you wanted to copy their trades you would lose money just paying for the fees alone. I have so many questions. What platform is this person using to perform these trades, how are they paying so little in fees and how can i copy them? I am new to crypto so i would appreciate it if you help me. The address is 5CcLBq4j7iQbhfocd63VafV2XBpEcWeF8383Ux6Lbxbt
https://preview.redd.it/yhcp04d3wq2e1.png?width=2302&format=png&auto=webp&s=f53c63d5d1464fbaab3e87d6bda9e0192f84baf6
| r/solana | post | r/solana | 2024-11-24 | Z0FBQUFBQm5YV0N5cUdIeTZIamlEZ0pBVWZEWEZJMDRtTUtYQjItS0FPeXl0T0VVV1N3LThPVnFabERfYjNKY1FOemxfa1JaR25Od2VUZ2o2QTh3dE1pYThvVmxNZ3MyV0E9PQ== | Z0FBQUFBQm5YV0RDYUF2aUJKU3BuLW56aWRVdnVtemp2WFlJYWt1TE5vS3M4aEZ3M3hlNHpzWnZSODlHeXBNYXNYQ3ZBdngwenNUaDRkNDNjZnVqTkE4aXAxRkg3M0QzN0lVOHRaV09NOWo4NnJjWWZMWHVaa05qTUUwc0Vwb3hzd1dTWk0zV1MteUhHbVRSaC1KN2Vza29sNWktUUZsdG1kZnA5WFFtNEZJekY1alpsbzVLZzhkaFFfTE5saEpqLXJNZlcyRkpldDhwQmZEaEpzQjRPZ1lBUnBnUThFLW1oZz09 |
It’s only a matter of time ⏳ | r/bitcoincash | post | r/Bitcoincash | 2024-11-24 | Z0FBQUFBQm5YV0N5MklYc3MwaElBYUVCNDNZM2dYRU1qcUk5R0g1aUN3QXExTEZUU3hBSUJMdEcwb2ZFYS03LVRGRnRZNURaMTduZmxkQlRMWHJ1dXNqT2lVRlE4d3o3blhnMUtSeTgyTWp1QUtqaDJsalJEZFk9 | Z0FBQUFBQm5YV0RDZzJ0cHI2OGNuRFJicUcyVGdSXzZFV0JzaXkwdnZlQ0c4aWw5bkZZaDNJWWVfYXpWVVZHak5qc3YxeHNUNThyWVU3NnBBWmYwWk1wakltMWZGNW5BN0hEc1dEUHc1cDBrY0NzamV4Skxwbmx5TC13M09vRVF0UzI3MFhtczMyU1QxcnhLWHFQXzBTSnBjaldhZU9lZ2djUmZYN25PYjhCTHFaMksxQXFHNlVKdWtvMUhKVGp4eFNDcmNHbHR0VTIyVmVsdG5WVlBKYVY3MkJhUG1Vekp1UT09 |
Just got 500 pound of dot should I stake it? | r/polkadot | post | r/Polkadot | 2024-11-24 | Z0FBQUFBQm5YV0N5d3VubGlLZ056RGVvQ0ZfY1NsemlGenBqMVE1ZWMzdU9zV0hldWxwU0F3ZGYyRWFpaUM0cWtHbG9EYTZDaTJ0Zmw3RzJabzA0WE9WRE5fQzZJYlUtT2NDQUlkYUliZFc1QUhNS0pia0hMLW89 | Z0FBQUFBQm5YV0RDU2hndXg0bzRXZ0RjV01ISktTYUxlakpmMEkydTlaWDVTeXU4QUY1VzhYOTdnYldjeWpydUcxWEJ5Z3FIQkV0LXRvbGRpZzRiQ09fdXFlT1VpUWV0eE1tcEpwd080VWp2VG0tZ1NBVU5ydHBSU0NXYzZ6MDc1TnhBWWJ3TjJNYnQwcTdlbDA1ZG9qeVIySEFwZXBQVlNQbVdsZ3hUX0F1UThLTUR5c2t5TEt3PQ== |
I have title idea of "lil pudgy sons" because polygon artists where seen like an useless ones and not even recognise so I keep name like this ?
The 'Lil Pudgy Sons' journey is filled with enchanting tales of winter wonderlands, fiery encounters, Halloween mischief, and dreamy good morning and good night moments. Each piece celebrates innocence, fantasy, and the dreams of youth, creating a delightful and unique artistic experience.
Give me your ideas and opinions | r/nft | post | r/NFT | 2024-11-24 | Z0FBQUFBQm5YV0N5UFRCdUJQVl9yaXJtV1h3V3lfOGpDZXFzN0xuQ2gzOXlhcXU5QkhUMXlnRlAxRWhQSnRZWFZveXhfMjc3c0tfaDVVVlJBVkxZUEdFN2t5TXlWN2dpUG1OR21vVlk2czE4X1ctT3huLTR2cjQ9 | Z0FBQUFBQm5YV0RDZGNEUWQtdVdpclZLMGJsYUtRWFluNktKSTRnVmlETWNORmlhb3pwWWg3RmVKd3AwVWhDZWdIc3lIUzJfVHdvUWRTenhZNjlMd0xPV3dCQXhuVy1NdWhwUkd3ZjRiOV9KNGxrb29EQ3I0ZGJaUkd1UzFZdTRZUHQ2YVYzVDdaNWZsemFvajR5ZkRlY2xHVHloVllwLXo2emducnhSVWRNa2FvZlItX0hqSVNVPQ== |
Anybody in this LP and why would be good or not to join it? Looking for recommendations. | r/defi | post | r/defi | 2024-11-24 | Z0FBQUFBQm5YV0N5T0ZjVUk2T2ZLZ3NiYVNObmQzamlZZS03dF9qQllqblBNeVRrZTRBa2I1dzFKaWtyU1ZqUjIxNVJuQ3VLQkdRdHBBc1pQeVBONGNLY3pad3hRaUdTb1E9PQ== | Z0FBQUFBQm5YV0RDd2VUc1lKaVQ5d3BYRkdvWTl5U2pYTV9jVE9OQXEzZTVhSW5mdUNJTW1EOXByRXRGcjJydHVCNG1MRDZseGplTFpPdFBzTlppRFd5d0hES0Vmd24yZDJadmRtVDA2aFVhdG04RF9uOF9rNG9nSjFlUmlCajZTN2M5T05qRXBSQVFDV0RGeGtzWXdXYWNJcU9qeUgtaTF5aWhWUVdpX0NIazZLM21ReTF4eTdZPQ== |
As true bitcoin maximalist recognize the opportunity in bitcoin cash once again . We will see an incredible inflow of capital as bitcoin did in 2017 will be BCH in 2025. The chance to double up on Astronomical returns and adoption twice is upon us. Time will run out tho as the market is searching for a next big thing the fomo rally in BCH will be like no other. | r/bitcoincash | post | r/Bitcoincash | 2024-11-24 | Z0FBQUFBQm5YV0N5NHE1SWticXZTT2E1N1RDU0tqakdNRjlPZ2hMbTVuMW9qQWJFdDJsYTB3aUdnalp1bldIVURqQzNQZ2kyWmdZQTdZVVFLVjFFNU9XZHJ6Z3FoUGFqZzZHTFAtYm5CTGJ2VUZoUU1UV09vQjg9 | Z0FBQUFBQm5YV0RDdHlDaUFsQ2hIeS0wMXlfZmVCU25ySjMya2tXcTI3cllGS0FaN3hVelJBNUltR1lsa0QtZGx5Y0Nac3BlQ1pTbE16SHRjVHRBNjhndVEwUUlWRGxWUGRUWnVNSjAzaXRWY3ZjMF9YVzBibXZnYzlOR20tZkRxVkhYdGFsSlNqV2RkYmoteGpOaHNJNk1KNEZSNDZRd3hGZVFkVE1XbWU3WDhLVFBVcmEyUHdwaFVSWko1RGtlbG45c2dGa3VucF9QbTF2YllKSFR3TGQ0eE5wRmRfWmdhdz09 |
If you guys don't mind to share your bag. Mine is 3000@$3.9 | r/filecoin | post | r/filecoin | 2024-11-24 | Z0FBQUFBQm5YV0N5b3hhS3hDT1ZuNDlqWXVJUTVFdXZDclRKb1pZbGRTbmFLOGZyWnFESVBpRHdtakxmRGZBMmJmRFd4dU9Ndk55SUZmRGU2QWtzTEUwUHNuZjljYVVJWUE9PQ== | Z0FBQUFBQm5YV0RDRG4yWDNnWWxNQW5oYnFSd2FLZW5jLWVBTFM5bU9CdlYtRi1KXzF3VW1kVjlQck5qbjZiWlBKREw0bWI1VGJlcHB2M1BzSEgxcXZCZERtNXZ2RkhTUkNINmxtZ0pDUlI0QlRjY3JrMVg4OXhRcXdDN1VfVnZaMEI4M0VnQzNJVU5lZFhSazg1eDAya1VIYXVvNjR1NHFuZzQ4TFEydEVtUG1mMVoyTzJJU0gwPQ== |
Is this possible?
[https://www.deepbrainchain.org/](https://www.deepbrainchain.org/)
For example, TAO, DBC, and CLORE would have all GPUs they each allow for leasing available on the others.
Seems TAO subnets are the best route for achieving this. Thoughts? | r/bittensor_ | post | r/bittensor_ | 2024-11-24 | Z0FBQUFBQm5YV0N5SUZvdVJLUXdlZk84eFhpZ2xjaUU0UDFYNU5CYXoyeTQ2NEI5RkpDQTRtTzBmMnlzc0FSWlA4LXY0WV9qTUp6N1FLRV9BVTFzbVJRdGt4WmRFSG9ENVQyZlNGWDcxMkwxNFUzY3RDNmFlWGc9 | Z0FBQUFBQm5YV0RDSVZVRlpUVGF2cDEzb2t2MHBpWVM4OVNJbm5nYnZsQWk1RTBIVV9SY2VNT0oyWVRmYVdMRG5XUlpkcEgzNEd6c01pZXRhay00QU1KWnY2d2s2YlBmazJqVTZqNnJ1bkhNeC1XeXVOWmFSNG1MM3dBQjl4Y01kcWw2Wm00dFlyaDhZb0lxVXUtdVV0TG9EUVNjRjJMRDRrRmYyNFRVR2JTbnN5QWZHRm55QmpMZzFHd0ZGcTlBU2k4TjdOeHJIbVlX |
Estimating the hypothetical price increase from a $10.3 billion buy requires understanding market depth, which involves:
1. The current order book (how many BCH are available at each price point).
2. The elasticity of the market (how price changes as demand shifts).
Simplified Model for Price Impact
Let’s use the midpoint liquidity equation to approximate how price might react to a large buy:

• Trade Size = $10.3 billion.
• Market Depth = The total dollar value available to absorb buys without significantly moving the price. If no precise data is available, we can assume market depth is 1%-5% of BCH’s current market cap (common in crypto markets). For BCH, with a market cap of ~$10.38 billion, market depth might range from $100 million to $500 million.
Scenario 1: Market Depth = $100 million

This implies the price could increase by 103 times the starting price (524.56 × 103), bringing BCH to $54,028 per coin.
Scenario 2: Market Depth = $500 million

This implies the price could increase by 20.6 times the starting price (524.56 × 20.6), bringing BCH to $10,801 per coin.
Reality Check
These estimates assume a linear response, but markets are more complex:
• Traders would react by selling into the rally, adding liquidity.
• Algorithmic traders and arbitrageurs would attempt to stabilize prices.
In reality, the price increase would likely fall somewhere between these extremes, but it would still be massive. A buy of this magnitude would fundamentally disrupt the BCH market. HODL 🚀🚀🚀🚀🚀 | r/bitcoincash | post | r/Bitcoincash | 2024-11-24 | Z0FBQUFBQm5YV0N5MjlIVFRWTE53UWZ4UjNGOHQ4dHh4a1V1aHRCTm4zVEpsLWR2QXVQMWVCU0NiVThBdXY4SWxYTnBPS3FhZ2hJTWkxc3ZYTHN3d2xvT3ZjME90ZnlFOE10R3BsU2VITl9pWnIzQ2NQcDl4b0k9 | Z0FBQUFBQm5YV0RDNEhrTV95eWRBcXd1UHRTMnR4NTE4dGwteTRRYnFnc1VTZ1dha0x5dEZ3NC1vak5QSVdicGdMZUE1U0pka2JzRUM0OFBYZUo4ZUVPU3E3RzYzdmk3dDhmUUVrNi1Pclp2VzBNcTQ1bVVDV0lxQnFaZEVMYUpCWi1wSExLYThtX1hCS01YeDFMa2hUblBrMjNEaWpsbzdqSW13RXRUQ1lVU1FWUUQ5ZDltMlAyZjM1V1oyLW1NdWprUzFRMGpBNFBIZEZiWHJSVzN5cl9aYXBlemlKWjh6dz09 |
Please post your personal projects, startups, product placements, collaboration needs, blogs etc.
Please mention the payment and pricing requirements for products and services.
Please do not post link shorteners, link aggregator websites , or auto-subscribe links.
--
Any abuse of trust will lead to bans.
Encourage others who create new posts for questions to post here instead!
Thread will stay alive until next one so keep posting after the date in the title.
--
Meta: This is an experiment. If the community doesnt like this, we will cancel it. This is to encourage those in the community to promote their work by not spamming the main threads. | r/machinelearning | post | r/MachineLearning | 2024-11-24 | Z0FBQUFBQm5YV0N5N0VKX3otWjVmOGt0MVlJeXZwQm1mVUxHQmMzTXVNYlRFX3VwX0VHaUVRcGl3LXdENW9zMk5aWFZxZ2c0NmhCcDlNZFRUa3h3U3F3SHhINzNTSzNvbWc9PQ== | Z0FBQUFBQm5YV0RDUV8tdWNjTlpERE5ubUZVaVpJWmpOVTYyQmUwLTlGeGZNX1VxU2plaWZXT3hobmVPQXZiWjcxMElpVDNSXzhjd01wNmlxazJST1lINWNuR1QwQTlZMFE2Y2Zra1kwSUxSMnVWcVAzRElTX1hPaXdZeFpoRDNIU3pTdDNMVC1KOGlqMUczVEs0SHI5SkNDNXptMGxoWjhBU09Vb2JZNElkWDZuVmNGenIxODFEaVZnZmNZLXROWjdrUG1HU3BHdFQ5 |
I can't help but think this cooperation will inspire more projects to follow suit, especially with all the exciting tech on the DOT timeline. Any ideas on which projects are most likely to follow? | r/polkadot | post | r/Polkadot | 2024-11-24 | Z0FBQUFBQm5YV0N5UnNybU5lc3FBX3pCVkx5enhPNUJVLTNkbkJKczVvQkpNYVg2ckh6VGRNOE1GbnJteTJrUm9Edm1BSHhDa0dsRDBpcVUwajNkelNBNnpZZ3ZiNmpPd2c9PQ== | Z0FBQUFBQm5YV0RDV3gycFRsMlV6ZHF0NGdJWlN3b3Bfb3hfOHpjcWdUczFFZkxpZmdOSnd4Nk54S0NuNEQzOEc0WTA5MlhpY2dyWXNPSEJpYjZwY2FxbXV6RkxCcVZwSnhPZnFLOFl5V19vVWJhckFrdG5BZVJxd0RSX29rNmJQVm92dTNaaWUtMnVTcDJiaXBXOEFqaVlIZFd1ZHJQSXEydmJneFprd0NhWkFkU3R6NTkyU1lJM2dvekFVeG4zUHNtM3lIdC1jLVJibmwxYTl0aVFqckRreUtyV2NDcjNXdz09 |
Currently total value of my account it $5,300, but just last week it was $3000. These are my coins I have and my cost for each coin:
UMA - 5/5/21 - $25 per coin - $2000 total bought
OMG - 2/12/21 - $6.16 per coin - $4472 total bought
ETH - 11/14/21 - $4690 per coin - $558 total bought
SUSHI - 5/7/21 - $16.60 per coin - $1975 total bought
BCH - 5/7/21 - $1380 per coin - $1975 total bought
XLM - 2/21/21 - $0.49 per coin - $2112 total bought
SHIB - 11/10/21 - $0.0000545 per coin - $436 total bought
ANKR -5/7/2021 - $0.16 per coin - $2546 total bought
Hopefully I did my math okay. When Coinbase Pro merged my account with regular Coinbase, it messed up my cost basis so I had to go back and look at all my statement transactions.
Probably made some bad decisions back then and will maybe make some more. Enjoy!
| r/cryptomarkets | post | r/CryptoMarkets | 2024-11-24 | Z0FBQUFBQm5YV0N5eEVOWHBNSXd6dzI2TVl1Q0E2aHdMQmlrSkZRekJXMDhwNk83VWp1YjhqNzZhTFB2bGpXbkE0bDl6cldoTXExSzllYzZhZGM0Z0dzcFdURnZQaEpTZXc9PQ== | Z0FBQUFBQm5YV0RDNXZISldDbE0yS0VoYldUM0NELWVnRDNWeUtnT1NnbDFmSW1RRHRyOGg5Rk16c3kxMlEzMWxNQVpzRGhTUklMMUFIZUJtaUU3NGs3a2FzMHBNOFFxNXNNbzgzY3Y4dy1YMjlXaXhqUkdSZEl5VjRaNUxhX3pTV2JucjN4ckNjXzV3RGlfcUViaFpkUkE2dVI3bGpWbnUzUnNqeF8xanlaR21haUVQd3k3SmhXcHRSR0Z5Wm1hLWhobkNlMmE2eDREMVZlZTNoYmJCb0c4emFPOWZmNlA5UT09 |
Zircuit is redefining the blockchain landscape with its cutting-edge zero-knowledge rollup technology, fully compatible with the Ethereum Virtual Machine (EVM). By merging the power of zero-knowledge proofs with a hybrid architecture built on Bedrock—the world's first multi-asset liquid restaking protocol. Zircuit offers unmatched scalability, security, and efficiency for Ethereum.
Designed to meet the demands of modern blockchain users and developers, Zircuit ensures enhanced security at the sequencer level, protecting transactions from manipulation while maintaining high-speed performance. By leveraging zk-rollups, it combines privacy and rapid transaction processing, making it an ideal choice for DeFi applications. Its cross-chain interoperability allows seamless asset transfers across Ethereum and other networks, ensuring compatibility with popular wallets and dApps.
Zircuit boasts strong market recognition, securing $1.628 billion in Total Value Locked (TVL) and investment backing from giants like Binance and Pantera. With its recent listing on Bitget Pre-Market, Zircuit has already seen a 16% growth in trading volume within 24 hours. Bitget is set to list $ZRC on November 25th, alongside events like Launchpool and PoolX, providing lucrative opportunities for early adopters.
https://www.coingecko.com/en/coins/zircuit | r/altcoin | post | r/altcoin | 2024-11-24 | Z0FBQUFBQm5YV0N5VG8tWU1hUEM5SVNVSXVEWS10SkJVZWRLOGpEY1dwRHhqejZSdWJEa3hzeEw3MlgzTGk3cmR3dFNGUWNIcU1JR0xDMUFfdzlsZU1WS2VSUUZCWC1ZUWc9PQ== | Z0FBQUFBQm5YV0RDa1NURzJ0ODBCREhFb01sR2FBdFpsX2JaRHMtY0NRYTFSVWZuWW5qSFlCR3hQTDNKME5VWnNjWmxvV3I5QjBDRDh6WVFDRkJOek5pdFZFVHQ0NjNxZFhPS2pjSy0xZHhPb1BZdVJKMFRETEZnMDVUcFFIeWRzT2trcGtOTTBqRWFWRlpQMGJWTHRWOUt4c2VaeENDa0NuaEdtempCYWJ4TTNuRUxxNTEtSlloOUk3Mi0xWHdFZzhWODZTSU5uYXZ5 |
??
Will Elon let me buy a tesla ? | r/bitcoincash | post | r/Bitcoincash | 2024-11-24 | Z0FBQUFBQm5YV0N5cXE5dlVaREVXUUpuVnFtQ0xIRjZLQl9WaV80UVkwR1hMV0RNYlJ5X0hpTjNSUmZmcVhHeGFjdnJRcVpGcHpGVlFPMHJEZjJZenlRS2hnS2hiSVBlN2c9PQ== | Z0FBQUFBQm5YV0RDSmdKazZLYzQ4OUQ3cXZDTXhKOS1OTk9vNXEzVjhKdXVjZ2tYVkRkY0pXX0xxSWxpNDJjeTREaU9tQURZQXBYZlUxemlzcG9PVnNDTEY3UmZzTXg4dVY3bF9Ucnljb0lVcnVwMTBaOVEyNV9JU29HZjlfMERZdFRIRzNNTTRBSy1BZllLQXZpclducm5XNEpBdTlfWlhiM2Jnb2llS0JYU0I0S1p1VXZGOVdFS3NZcjJhQWxjNVRNeXZRckdvYm5o |
Hey, I am actually brainstorming somethings and was looking for folks who are interested in the above domains as I wish to discuss a few things. Please drop me a message if you are interested in this. | r/nft | post | r/NFT | 2024-11-24 | Z0FBQUFBQm5YV0N5N3J1RElJcjZLc19PMFU4a0R5YTk1d2tpSHBGWDF5dUxnMVliU0hVOEh1aDJNV0tHX1FmVUJuUHk4LVFvUVpwTWtBc3NBZnM0TWEzSmE3Z000dGNGYlE9PQ== | Z0FBQUFBQm5YV0RDZFk4bUJHeE5XVlRhZnowY1ljODhhRVBNYzltXzE0V0NVVXlpaG1sb1FMR0JpcGEyR3p6Q1RBbnNKRE95M01sYTdZY2FMaU9NU0RCN3hkbVRkd25NZXRxOHQ0T2IyT0FFM1o0dUpGc1NOU3owQzN6RkQwVW1sbWtZWDgwQXRuM1hfN1NYUnI2VVdlNER1eURWMFc0aDV6NFlZcnFEZ01pUGZtcjVJUzh4SUlVVnU2M2dfZmhtbVNqemcwZ1l1TEpE |
Hello guys,
I read here and there that we are apparently not in the bull run for altcoins (altcoins season) yet, and that it should arrive during 2025, so maybe in 3-6 months or so.
However, some altcoins are going crazy right now, reminds me of last February/march, we see some big ups of around « 100% in a week/in a month » (among them, XRP).
Of course, most ATH have not been reached yet, but price is rising for almost every altcoin.
So why is it not considered a bullrun yet ? Is « bullrun » a specific term that means that things will go even crazier, with ATH reached very quickly ? So is it normal to have this kind of bullish trend right now, 3-6 months before bull run, or is it just a hype and we could expect some downs and corrections before bull run ? | r/cryptomarkets | post | r/CryptoMarkets | 2024-11-24 | Z0FBQUFBQm5YV0N5M3NEM0I1VUtEdXJfR284a2pVMC1NRFJyXzVLdVJMTXVoWGY0c2lwMV9xZ2JiYU1BUW5ZS21hN1BWNzZmM0ZzMzh3aGhUOC14N2l1UXFHMzJHYTIzenlSMzYtc1dTX01LaXNGc1NmRFhDX1U9 | Z0FBQUFBQm5YV0RDdWRYNGxNTFVjbmhxQXltTlVCMDRrVUExbjdsMUZNQ0FvZlBKTHNPNWVvXzNubEluLUdaLXJKd2U3TTlDd3pCbHpWUm8tVGstUEhkSENlNUd4QjZhYlMxdmhqQjVJQUtfcFRhUExhVWVKdHByQ2hxLWEzV0I2R2Ixa29kVlQzaGNhcE5tcWotSXkwTGduUkVaUEk2WDVCaldJQ3ZrTzQxcVlaUFBKOVVVeTFIZmVWd0xVWTBMdngyU0EzMkNnV282TmNacEpyM1pyOHZMX1hfWnJzLUdZdz09 |
They discontinued their site And my wallet on there is frozen. They still tweet through their honey farm finance account and will not respond. Total crooks | r/defi | post | r/defi | 2024-11-24 | Z0FBQUFBQm5YV0N5OGFVRGFKdFJjWDdWOER2OHhWaHY3WWs0ZTFSaTdwa1ZEZUU2NmRfTW1lMG4yOWJHMk45c0s0NHhSTHpGeFZVcWJlYmhBb3lxU0cyaklMenNPRWdtLWc9PQ== | Z0FBQUFBQm5YV0RDQmZmUllSVXZnakZEbzJSVER3ZDN0a3JjME9jMmc5Q2VhY1h4QzRfTGlDV3libmpiOEdMUXhrcXBkWnc3NUVaamlOYlpKR2ZlUFkzcXFLZkJYMFpDcHZOOF90akIyQTJNWjBLQW5TdlVxcU5aR3huNnVoaTFqV2hDQWZHQ1B6dGh2Y0hPeDZvTjNWZVFwT0xObWMybjZHSW1fV2tjU05BcC02NFNXeng4b3BXcC1pSEp4YWRqSGJGcC1ldFBZSXhs |
A lot of market action in recent years seems to have been around FOMO'ing into crypto symbols which were poorly understood by most their buyers, and then proceeded to cause them financial loss.
I know my proposition here runs counter to human greed, which is a very strong force and a good buddy of ignorance. Together, they may overwhelm reason and logic, and throw caution out the door.
But Bitcoin isn't that complicated, despite some prominent people trying to tell everyone basically that they can't understand it and that's alright.
No - you should have a basic grasp of how your money works.
We are coming from a financial world that is ruled by intransparency, complex schemes, incomprehensible jargon etc.
Bitcoin was an attempt to re-establish a sound monetary system on terms that could be well understood with a minuscule amount of effort. Certainly within the ability of the everyday interested adult. Not a problem for inquisitive children.
It contains some neat mathematical devices, but nothing that's not accessible to someone who's completed high school.
I think we have seen attempts to bring the same old jungle of financial mumbo jumbo to the cryptocurrency realm.
Things you're "not meant to understand", but put your money in them, and soon it will be gone, thank you very much. When this is on purpose, it actually offends me to a degree. Fortunately you can avoid getting burned by this through the simple advice: Stick to what you understand. Don't be adverse to asking hard questions, esp. not on the internet where nobody knows or cares if you're a dog. We're here to learn. Due diligence is underrated.
Stay safe. | r/btc | post | r/btc | 2024-11-24 | Z0FBQUFBQm5YV0N5UllDaE5nbDYzRTJMUDZYdk1oLUxSVThfb0szNW5lMXdUN3Q3cWNVYUgtVGxYR2NyczRkTXRyeW40blpRbWNreW14ekNTdVZ5OVdFU3g3Tkk5N1J4bUE9PQ== | Z0FBQUFBQm5YV0RDRkhrMWtQWDNScm1kc0lwY0RYdUNxSHFrel9HVzJrYTFnREFhM2g5VUc3bzczN3lkSjlVRXh5c1hXQVZ2U2ZhdkJkaEJ6djVaTTBkWnJCekpSWUQzQlFPTzdPRGhsSW9MWTRNSWRzb24xdHlOM3ZKRnJpM2gxbzBLemlLS1F6MTgyUS1KbTVzdmxLT0dHQ3d3dDRpNnRFNl9jaldmZXZEU3hzM0hMeUZYdS1lV3B6allTOWtUOVRGdGRBVU9Cb21S |
I'm a 2D digital artist.I worked in NFTs before. I had 2 positive experiences but this time I received an email from an nft project owner who found my artstation account and wishes to buy some if my artworks at a good price . The email looks human and not robotic but I would like to know the signs of a fake email and what are the risks of accepting such offer if it turns out to be a scam ! Please help any advice would be appreciated.❤️ | r/nft | post | r/NFT | 2024-11-24 | Z0FBQUFBQm5YV0N5U0NYSV9PV1o0Y25Dem5IMV9IV214YlphNTF1Z3o5WmtoYjJzM3lUN0x6NVktYV9qc0lKV3dobGZCejBfWll1c2ozaXVJNjdCVFhWbkZXS3ZEMXZNWGc9PQ== | Z0FBQUFBQm5YV0RDSzdlZkVjdGVRdWRuSUd4Uk9KZ2VHY2dhOG9qR3NKUmNxUUVtbEFCb3B3cWE3ZHZfUHhNT25hS1A2dXhZanRRNFY2N2xkUFY5VkZ2WEZiTlpkVG1DTjVoeU5pendWOHBhQU5VU3JrUGJ2NWI4UG9rbUtPZGZpQ205akppSFUzclIyenpYZEZ0dlgtMUl3bVF5c0FjY1RwSURDSFpPeVZXUmxQY0FBQzQ0TWJ5UDVnMGhaZ1d2aDQwUFYxQmw1dnYy |
Photos of a paper with written content or virtual - could this be a way to publish it | r/nfts | post | r/NFTS | 2024-11-24 | Z0FBQUFBQm5YV0N5bU5VY2J4bG5lM001SndMSF9MTkgtV1V5VDJETklPeGVERE1mUVlDMjdDTzZWQ2Q2RC1wY2VWV2hnSUt1TXpPcXZmeENYLU1ZZnpTekE4V0NQRGpOWlE9PQ== | Z0FBQUFBQm5YV0RDVUNaZy02a0tzcnUwazNHeTF3SVJCUE5fNV9nZ3hZN01oT2hiSENVdFJ6RHhicC1hVDN4LWU4RFpFS3gwMXotdkowdkRyQTE2ME9aNWs2VkhBZkx5N2tXdGNpVzRoSGlNd2UwVVBzMG1FX0J3TG5Fc0lKaWQ3OFlUVmhyMkNycE1SU2hBeVdTUHZ1RWNwTnBlLU45ODVzWkZyM0t2NEN0dzJlQ2xtUkloTE5FPQ== |
Thank you for your submission on r/NFTs,
Remember to NEVER reveal your seedphrase - Moderators will NEVER DM you first - Ignore any DMs you receive - Thank you for staying safe
*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/NFTS) if you have any questions or concerns.* | r/nfts | comment | r/NFTS | 2024-11-24 | Z0FBQUFBQm5YV0N5Si1hX1R3R1ZqaUhqQzhWRktfTzBySXBWVjVYYmVXRHl4RG1QOW9tX2UyVGhZSDZIa0JYS212S3dfczJzZDh1cE5NQVpySms4Mm9OZTBDdDhCXzRBTnc9PQ== | Z0FBQUFBQm5YV0RDakVMWm8xanNhN3FfSUF2M1dpWldZc2prM2RsbXI0X3RtcEZaZDU5T2lrU0JYM1ZfZ3Z4X1AxcTRxWVMtcWh0UE5rRmhMaXFuanV3ZWpFNWtsd1ZiZmdITGJ6VkRuU1E5MDRMY0tPdUNScEdtTFFvOWZoejRrUmJCNmdXcmFHRU5JRjVETFY2cVVyWmFHNW5jNnE2ampxdlprRVdFMHpmNTNxd3l0aGpfX2lBPQ== |
Please stay on topic: this post is only for comments discussing the uncertainties, shortcomings, and concerns some may have about Monero.
**NOT the positive aspects of it.**
Discussion can relate to the technology itself or economics.
Talk about community and price is not wanted, but some discussion about it maybe allowed if it relates well.
Be as respectful and nice as possible. This discussion has potential to be more emotionally charged as it may bring up issues that are extremely upsetting: many people are not only financially but emotionally invested in the ideas and tools around Monero.
It's better to keep it calm then to stir the pot, so don't talk down to people, insult them for spelling/grammar, personal insults, etc. This should only be calm rational discussion about the technical and economic aspects of Monero.
"Do unto others 20% better than you'd expect them to do unto you to correct subjective error." - Linus Pauling
**How it works:**
Post your concerns about Monero in reply to this main post.
If you can address these concerns, or add further details to them - reply to that comment. This will make it easily sortable
Upvote the comments that are the most valid criticisms of it that have few or no real honest solutions/answers to them.
The comment that mentions the biggest problems of Monero should have the most karma.
As a community, as developers, we need to know about them. Even if they make us feel bad, we got to upvote them.
https://youtu.be/vKA4w2O61Xo
To learn more about the idea behind Monero Skepticism Sunday, check out the first post about it:
https://np.reddit.com/r/Monero/comments/75w7wt/can_we_make_skepticism_sunday_a_part_of_the/ | r/monero | post | r/Monero | 2024-11-24 | Z0FBQUFBQm5YV0N5QkxCaUJHNXc4a3V0ZDRqeFBEOHJHdzV4LVNGY1V6bFZ4dUlNN0Z5cE9CNDFETW44SWhYSjFVRzBfVXgxVml5WHRJdFlPTEFvdW5rYzFZYUlUV2l1UWc9PQ== | Z0FBQUFBQm5YV0RDbkJ0VllpWGM2SWtZVFRFckRHcVVydXdlRWJneENBS0pudU1PZ1NoRVh1djU4X1ZZM2pCaE16RVhUYjh0UHpPOERQYUJtTVNSMk5IZUQzMGoyMWNvbzAxbTY3RU82NE02WVNjSnpYdnJucjRNZjZOckFueDJzTy1kUmpTd2RtV0xadjlOYmQzSHJubk5rcnpRU0ZjSkFiQm55aGtOQTdqVXJRWVJidXF5T1pIUmF1N3hEVWQzUW1LVFVKckFSaS1O |
Hi everyone,
I am currently working with Discrete Diffusion models for a new research project. In this project, I am applying Discrete Diffusion to a field where it has yet to be applied. However, I am quite new to diffusion itself, and I am overwhelmed by the number of papers published on the topic. In my current implementation, I focussed on an older [paper](https://arxiv.org/abs/2102.05379) since they described their approach quite well, and I wanted to test my idea first to see if it had some merit, which, according to initial results, it has.
Currently, I am looking at updating my method with more recent additions to this field, but as I said earlier, I am a bit overwhelmed by the amount. So my question to you is, what are good recent papers that looked into Discrete Diffusion that either explain essential concepts, such as survey papers, or that introduce new state-of-art methods that are not only applicable to a specific field, such as NLP or Vision?
Thank you in advance for your help. | r/machinelearning | post | r/MachineLearning | 2024-11-24 | Z0FBQUFBQm5YV0N5WWQyc25tVzVOb19oMDlkaTdvV0RlS3hhQmhkNjdnazJlbWxQdW1Gb0ZvRUFBTmhrd1NiZktnM3k4WV9GWnQ1aUI3VXozWUx2bzZrTkEzVi02WndOUEE9PQ== | Z0FBQUFBQm5YV0RDZE4yUDJIT2RRXzd6dHZRdHRkczdteWJVZkhDTHU2MjJFSE10RFBGQl8wamZjc2ZVb3Y5UEFoUGszT1FmNnRLZGRyaE8zckR0aU5iVVlpaXpIc3M4UjV6YWcwMXVGREtZTi1saHhIUjRlWnJ3dWItLThwWEpXUHRFR0ZPMElaMnhNY1hXaVFzcm95UlFqX3ZycUxTTlRaVkpzSU1ZMkhZVmozYXNvWjdyZlZRc1NDQzNvUnJUcDlfTlptUGlPRHFzbHZsR1BoUFQwWTZtX0NlMy03SS0wdz09 |
Tao was one of the big mover prior to Trump election. Since then, every coin has moved except Tao.
Doesn’t anyone have any solid theories as to why that is? | r/bittensor_ | post | r/bittensor_ | 2024-11-24 | Z0FBQUFBQm5YV0N5RmVKeWNRY3VDaENxWkN5SHZIMFdhWFdDU1hwdXJ0QkgxWk1JTXl3dVVNS3lZTG9heUVERVQtdmcyZWpjOGszWmkwOFBNTmpZbTV4Y2RqWDc5dU9kRndjdWJaT3BScTVvQlg2NVVRWlR6aHc9 | Z0FBQUFBQm5YV0RDb1U4elp2WWN5Vm04Y2JHeTZpMWJERWJkNDRYVXZSSXRSa0JYbWNOX2hWN0xpa2VlNDBEYW01a3hUajM4a2FwQ2htRWYtNkxnOUZxNk9JZVQzZjZlblFYbXdfMG94VDEydGlCUUFnZ2NIUzdOTHk0ZUc5ZlV1TXJHOVRxQ0MxdlkwalozYjZwV3VVaXRLTEdYSjdZM09VZVJRWUp5ZDJqcnJBMUY3X0pkYS1yaUhRMGZZSkw1UTRNRExvaFpmMThS |
**TLDR:**
Cognitive functions like reasoning and creativity emerge as models scale and train on better data. Common objections crumble when we consider humans with unusual cognitive or sensory differences—or those with limited exposure to the world—who still reason, formulate novel thoughts, and build internal models of the world.
EDIT: It looks like I hallucinated the convex hull metric as a requirement for out of distribution tests. I thought I heard it in a Lex Fridman podcast with either LeCun or Chollet, but while both advocate for systems that can generalize beyond their training data, neither actually uses the convex hull metric as a distribution test. Apologies for the mischaracterization.
**OOD Myths and the Elegance of Function Composition**
Critics like LeCun and Chollet argue that LLMs can't extrapolate beyond their training data, ~~often citing convex hull measurements~~. This view misses a fundamental mathematical reality: novel distributions emerge naturally through function composition. When non-linear functions f and g combine as f(g(x)), they create outputs beyond the original training distributions. This is not a limitation but a feature of how neural networks generalize knowledge.
Consider a simple example: training on {poems, cat poems, Shakespeare} allows a model to generate "poems about cats in Shakespeare's style"—a novel computational function blending distributions. Scale this up, and f and g could represent Bayesian statistics and geopolitical analysis, yielding insights neither domain alone could produce. Generalizing this principle reveals capabilities like reasoning, creativity, theory of mind, and other high-level cognitive functions.
**The Training Data Paradox**
We can see an LLM's training data but not our own experiential limits, leading to the illusion that human knowledge is boundless. Consider someone in 1600: their 'training data' consisted of their local environment and perhaps a few dozen books. Yet they could reason about unseen phenomena and create new ideas. The key isn't the size of the training set - it's how information is transformed and recombined.
**Persistent Memory Isn't Essential**
A common objection is that LLMs lack persistent memory and therefore can’t perform causal inference, reasoning, or creativity. Yet people with anterograde amnesia, who cannot form new memories, regularly demonstrate all these abilities using only their working memory. Similarly, LLMs use context windows as working memory analogs, enabling reasoning and creative synthesis without long-term memory.
**Lack of a World Model**
The subfield of mechanistic interpretation strongly implies by its existence alone, that transformers and neural networks do create models of the world. One claim is that words are not a proper sensory mechanism and so text-only LLMs can't possibly form a 3D model of the world.
Let's take the case of a blind and deaf person with limited proprioception who can read in Braille. It would be absurd to claim that because their main window into the world is just text from Braille, that they can't reason, be creative or build an internal model of the world. We know that's not true.
Just as a blind person constructs valid world models from Braille through learned transformations, LLMs build functional models through composition of learned patterns. What critics call 'hallucinations' are often valid explorations of these composed spaces - low probability regions that emerge from combining transformations in novel ways.
**Real Limitations**
While these analogies are compelling, true reflective reasoning might require recursive feedback loops or temporal encoding, which LLMs lack, though attention mechanisms and context windows provide partial alternatives. While LLMs currently lack true recursive reasoning or human-like planning, these reflect architectural constraints that future designs may address.
**Final Thoughts**
The non-linearity of feedforward networks and their high-dimensional spaces enables genuine novel outputs, verifiable through embedding analysis and distribution testing. Experiments like Golden Gate Claude, where researchers amplified specific neural pathways to explore novel cognitive spaces, demonstrate these principles in action. We don't say planes can't fly simply because they're not birds - likewise, LLMs can reason and create despite using different cognitive architectures than humans. We can probably approximate and identify other emergent cognitive features like Theory of Mind, Metacognition, Reflection as well as a few that humans may not possess. | r/machinelearning | post | r/MachineLearning | 2024-11-24 | Z0FBQUFBQm5YV0N5eFNpTlRUaHZqV2NpUExfSXMyOGRLbFpDLWlsdWM5cWU5NGxYSlQzaWZuX3Z1dF9uRFB1LW8wXzFvdUJFMTB5OUozbWVycE1LV3ZvTFZBRU9zTUN3NUZNNU0zY1l2c210dnliSnJ4a3k0cVk9 | Z0FBQUFBQm5YV0RDQXEwZ25ZeTNGbGJWeVk5dG5odTMyZ3FDa1pCalBSOGl2dUhwREFxMzl5V0lRLWk2czY4eGlBRTktc2lYQ3Q1S1RJQzVLZkdDRzBXMy04am5EMXE3MDRjeDBSc2xaRDM0emI3UW00bldMbTJzclNvMGFkLWVNMnB4VWhIZjNZcHJiWFRqNjdsdDNmc0ZqellWMXNWQ1NGMDFQcFJsZHlJX3lKT1NNMnVnaFF1Ui1PeUxaRHQwdWptSXplMzdEeUNtd3N6bVMwekNldld5OWo5Njd2b2pvUT09 |
I was selling a small amount of BCH for local currency at a peer-to-peer exchange. This requires putting BCH into escrow with a single confirmation. Well, it was one of those unlucky times when it took almost an hour for the next block to appear. Worse, there were multiple people waiting on me with a few complaints about how slow it was.
This isn't the first time I have had to wait what I felt was an excessively long time, especially since I also use Litecoin, Dogecoin, and a few others that usually confirm a lot faster. Most of the time, this isn't a big deal.
I realize that you don't really need to wait for a transaction to confirm for small point of sale stuff, but on the internet almost all the code requires at least one confirmation. This is especially true for legacy code that can't do less than one confirmation even if this would be 100% safe with future BCH improvements.
I realize this will be met with hostility, but we really should speed up the block rate with a proportional decrease in block size and block rewards.
Note that 1 minute average block times have been tested without any issues with other POW cryptocurrencies. | r/bitcoincash | post | r/Bitcoincash | 2024-11-24 | Z0FBQUFBQm5YV0N5T3l6YmVtZmdBWUl6TTdmOTVBSHlQWDBJeFhGQjRnY2dMMHJqN0NuUzZsd0VhNjBzZE5POEV5eGtOREY5U2dDdmRKbGw1U1N3Rm1sd3F3NVlJQUVXVUE9PQ== | Z0FBQUFBQm5YV0RDQzF6ODN5cGQ3UXV4Ri1wNUt5RkZrTzBrOTJ1MlpRQzVmb1dOX2Qtb3pFNGdYVk5hcXJaTUltb21HcXU2X2IzTWNfcmZ0bUZMYWR0SG5nSmxtSG5TWDV2R1VRSGRHaGtCS1FqdHl0NFFob1pSVDZvX2FFdjBSb2htejhBdEI0djVMTTFJbmVHVVk3OGdhV2RJakpITmh3NDFwbDk0eVplTjQ1RnFlZVdfQ0N3WS1KSHRzR3pYRTNsQ0VoSkROUTJvU04tQUpiZ2JMMWwzSlFHTDdUN2ZHdz09 |
i am new in crypto and bought the coins when they were high coz my friend told me, should i hold them?!! | r/ethereumclassic | post | r/EthereumClassic | 2024-11-24 | Z0FBQUFBQm5YV0N5ekpfZlJhc2dRTVdPQnVOSFhLbDV4S1E4NnBtRlJROU84cElRVFhhY0F1bTNhRjd3UjJ5blNuamFCU09MZUw2WEVxOXZCeDNaX3FoXzk3dldjV1hDQ2c9PQ== | Z0FBQUFBQm5YV0RDYW94R1prLTdBcFpNLURmdERFUmVvZXpadG40bUtGdTF0QzhHV0VkZERmMDV3RWJMaEdqMms1TWFwQUJ6T3dzTmZIOVQ4ME1IZ2hSX3dlVHQ5eUY2OVZrb1poMERGejBHVkM3YlVFbTgzZ3Z0ai1yWkN1cWVwaGVNbTBQbTR2ODd5RmVCSGRDWlgxbjJMRDVZVzhWN0g0RDYtZW9tUF85YVM0Wldua1RfX2xFPQ== |
I’m not interested in trading them myself, since I mostly hold BTC and Solana. But curious to know if people have managed to cash out?
Are most of them rug pulls? What about this guy who flipped $17 to $3mm, did he actually withdraw this money?
Complete noob when it comes to this stuff. Apologies if this sounds stupid to ask. | r/solana | post | r/solana | 2024-11-24 | Z0FBQUFBQm5YV0N5RERVcTNpRkw3NlhzNF8tMVFJZzl3WmhjUHRscFFLTTBKc1NiSm85QXg0bEx2M1cyQ3c5SlR1Vk9Ja25VeDFxQXE4enJ1LXgxb2ktS1QtSzE0Q1hKcGhYMnFDU1dTT0ZzZ2FhZldteWtYc2s9 | Z0FBQUFBQm5YV0RDNDhMRFpDbXdXTjNZR3dSb1pST3JSTWtqVWpLTklPaG1ZblcyaU83WjNSeDdZSnRSQlg3WnVvbzdpS3lWdk9ZaGxXT0JBblMxQlEzdmVjMzBWVnJnaTlGcml3bHlXVUIyck9KMS1EWFl2aTJuTUMtQ3VkdkIyZExLRlF2eDk2TDAySWlWQXdFS3IyYnZOWUU2T3F0emJ6TVRNa3d6M0E3SVRYYnZ5NDRCTGpUc0o4YUtiVlFoNzlSTUVYX1doaEZB |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.