awacke1's picture
Update app.py
f5d5bdd verified
raw
history blame
8.35 kB
import streamlit as st
st.markdown('''
## Build These Apps - Productive AI SOTA in 2024
- Today's luxuries are tomorrow's commodities.
- In 2024 App Builders are Driving The AI Boom By Finding and Delivering Problem Solving Apps Giving Users Superpowers.
- These Superpowers Run on Your Devices using System Action Agents (SAA) to do your Tasks on Your Computer and Your Phone For You.
# If we could have only four apps - What might those look like?
1. "Voice and Speech Apps that Listen and Understand Your Needs at Speed, Scale, and Pervasiveness" ๐Ÿ’‰ ๐Ÿฉบ ๐Ÿฅ ๐Ÿš‘ ๐Ÿ’Š ๐Ÿฉน ๐Ÿงฌ ๐Ÿ”ฌ ๐ŸŒก๏ธ ๐Ÿ
2. "Learning Memory and System Action Agents that Personalize What You Need and How To Do It" ๐Ÿ“š ๐Ÿง  ๐Ÿ‘ฉโ€๐ŸŽ“ ๐Ÿ“ ๐Ÿ” ๐Ÿ“Š ๐Ÿ“‹ ๐Ÿ–‹๏ธ ๐Ÿ‘จโ€๐Ÿซ ๐Ÿงฉ
3. "Video and Image Apps That Recognize you, Your Mood, Your Gestures" ๐Ÿ“ ๐Ÿ“– ๐Ÿ“ท ๐Ÿ–ผ๏ธ ๐ŸŽ™๏ธ ๐ŸŽง ๐ŸŽฅ ๐Ÿ“น
4. "Mixable Memory and Asset Apps To Track Your Entities Across Systems and Media Mixing Modalities" ๐Ÿ’ฌ โœ๏ธ ๐ŸŽจ ๐ŸŒ„ ๐ŸŽต ๐ŸŽถ ๐Ÿ“ผ ๐Ÿฟ
# Psychology of Learning: Interaction Brain Cycle Speeds in WPM ๐Ÿง ๐Ÿ’จ
1. โœ๏ธ Writing Speed - Minimum: ๐Ÿข Roughly 13-20 wpm for neat handwriting. - Maximum: ๐Ÿš€ Around 40 wpm for fast, legible cursive writing.
2. โŒจ๏ธ Typing Speed - Minimum: ๐Ÿข Approximately 20 wpm for casual typists. - Maximum: ๐Ÿš€ Up to 200 wpm for professional typists in short bursts.
3. ๐ŸŽง Listening Speed - Minimum: ๐Ÿข About 150-160 wpm is comfortable for processing and understanding. - Maximum: ๐Ÿš€ Up to 450 wpm can be comprehended by trained individuals.
4. ๐Ÿ“– Reading Speed - Minimum: ๐Ÿข Around 100-200 words per minute (wpm) for average readers.- Maximum: ๐Ÿš€ Up to 1000-1700 wpm for speed readers with comprehension.
5. ๐Ÿค” Inner Voice Speed - Minimum: ๐Ÿข Estimated 4000 wpm for slower, more deliberate internal dialogues. - Maximum: ๐Ÿš€ Over 10000 wpm for rapid, subconscious thought processes.
1. Productivity ๐Ÿš€
1. ๐Ÿค– Agents that act as systems of action which complete common tasks.
2. ๐ŸŽ™๏ธ Voice first apps
3. ๐Ÿ’ก Apps that provide in flow assistance avoiding context switches or breaks in flow of work.
2. Consumer Experience Reshaped by New Capabilities ๐Ÿ›๏ธ
1. ๐ŸŒฑ AI creates opportunities for challengers
2. ๐Ÿš€ The "What if it works?" is gigantic.
3. ๐ŸŽจ Culture x technology are converging
3. Working World Changes ๐Ÿ’ผ
- ๐Ÿ” Consumer can be observed but not predicted - product magic and founder intuition
- ๐Ÿ”„ Culture shift plus platform shift intersection
- ๐Ÿ† Extreme product wins with word of mouth
4. Creativity and Productivity Gets Really Good ๐ŸŽจ๐Ÿš€
- โœ๏ธ Content Generation - Creativity and Craft Imagination.
- ๐Ÿ“ Content Editing - Compose, Refine and Remix.
- ๐Ÿ› ๏ธ Productivity Tools - Take Action For Us
5. Content Generation For All Modalities ๐ŸŒŸ
- ๐Ÿง™โ€โ™‚๏ธ Magic to solve creativity / writers block - no blank page problem to starting
- ๐Ÿค— Accessible open source models on Huggingface
- ๐Ÿ”€ Creating Remixable Outputs
6. Build and Connect Your Own Workflows ๐Ÿ—๏ธ
- โš™๏ธ Automation to streamline Your Work
- ๐Ÿ’พ Information or System based
- ๐Ÿ—ฃ๏ธ Natural Language Requests That Connect Complex Flows
7. Companionship and Social Make Life More Fun โค๏ธ
- ๐Ÿค–๐Ÿ’ฌ AI With Personality - Engaging and Interesting to You
- ๐Ÿ—จ๏ธ Free Flowing Conversations
- ๐Ÿ“ก Livestream and Match Making
- ๐Ÿ˜„ Creates more fun in our lives
- ๐Ÿค Improves interactions with friends and helps meet new people
8. Bot Assistants Save and Access Personalization and Memory ๐Ÿง 
- ๐Ÿ’ก Strong User Adoption and Retention Offering Something Different
- ๐Ÿ†• New methods of Interaction
- ๐Ÿงฉ Memory and Progression which is Evolvable
- ๐ŸŒŸ Better and Different Than Generalists
9. Social Participation and Interaction Increases Value of Relationships ๐Ÿ‘ฅ
- ๐ŸŽญ Human like and entertaining
- ๐Ÿ”— Real world connections and enhanced match making
- ๐Ÿค–๐Ÿ‘ซ AI + Human Communities
- ๐ŸŽฎ Live Interactive Entertainment at Massive Scale
- ๐ŸŒ Next Gen Avatar and Communication
10. Personal Growth of Expertise, Knowledge, Wealth, Health, and Insights ๐ŸŒฑ
- ๐Ÿ‘ฅ Assist Network Builders - Teachers, Doctors, Wealth Managers, Coaches, Collaborators
- ๐Ÿ’– Live Your Best Life
- ๐Ÿ’ก Engage with Experts and AI with Images, Text, Voice and Video
- ๐Ÿ“š Education - Tutors in Personalized Environments
- ๐Ÿ’ฐ Finance - Build Wealth on Autopilot with Self Managing Portfolios
- ๐Ÿง˜โ€โ™‚๏ธ Wellness - Judgment Free Experts Who Listen and Plan the Future to Improve
- ๐Ÿ Daily health use case with memory - consistent commitment.
- ๐Ÿ” Unlock insights - food, mood, low touch input, real time recommendations
# Mixable and Evolvable Task Types:
## Inputs: ๐Ÿ“ ๐Ÿ“– ๐Ÿ“ท ๐Ÿ–ผ๏ธ ๐ŸŽ™๏ธ ๐ŸŽง ๐ŸŽฅ ๐Ÿ“น
## Outputs: ๐Ÿ’ฌ โœ๏ธ ๐ŸŽจ ๐ŸŒ„ ๐ŸŽต ๐ŸŽถ ๐Ÿ“ผ ๐Ÿฟ
## Health: ๐Ÿ’‰ ๐Ÿฉบ ๐Ÿฅ ๐Ÿš‘ ๐Ÿ’Š ๐Ÿฉน ๐Ÿงฌ ๐Ÿ”ฌ ๐ŸŒก๏ธ ๐Ÿ
## Learning: ๐Ÿ“š ๐Ÿง  ๐Ÿ‘ฉโ€๐ŸŽ“ ๐Ÿ“ ๐Ÿ” ๐Ÿ“Š ๐Ÿ“‹ ๐Ÿ–‹๏ธ ๐Ÿ‘จโ€๐Ÿซ ๐Ÿงฉ
## AI: ๐Ÿค– ๐Ÿ‘พ ๐Ÿ’ป ๐Ÿงฎ ๐Ÿ“ก ๐Ÿ”‹ ๐Ÿ•น๏ธ ๐Ÿ–ฅ๏ธ ๐Ÿง‘โ€๐Ÿ’ป ๐Ÿ‘จโ€๐Ÿ”ฌ
## Writing: โœ๏ธ ๐Ÿ“ ๐Ÿ–Š๏ธ ๐Ÿ–‹๏ธ ๐Ÿ“– ๐Ÿ“š ๐Ÿ”– ๐Ÿ““ โœ’๏ธ ๐Ÿ“œ
## Coding: ๐Ÿ’ป ๐Ÿ–ฅ๏ธ ๐Ÿ”ง ๐Ÿ“Š ๐Ÿ“ˆ ๐Ÿ‘จโ€๐Ÿ’ป ๐Ÿง‘โ€๐Ÿ’ป โŒจ๏ธ ๐Ÿ–ฑ๏ธ ๐Ÿ‘ฉโ€๐Ÿ’ป
## Remix: ๐ŸŽ›๏ธ ๐ŸŽš๏ธ ๐ŸŽง ๐Ÿ”Š ๐Ÿ“€ ๐Ÿ’ฟ ๐ŸŽถ ๐ŸŽต ๐Ÿ“ป ๐ŸŽค
## Movies: ๐ŸŽฌ ๐Ÿฟ ๐ŸŽฅ ๐Ÿ“ฝ๏ธ ๐ŸŽž๏ธ ๐Ÿ“บ ๐Ÿ“ผ ๐Ÿ”Š ๐Ÿ–ฅ๏ธ ๐Ÿ’ป
## Video: ๐ŸŽฅ ๐Ÿ“น ๐Ÿ“ผ ๐Ÿ“บ ๐ŸŽฌ ๐Ÿ–ฅ๏ธ ๐Ÿ’ป ๐ŸŽž๏ธ ๐Ÿ“ฝ๏ธ ๐Ÿ”Š
## Audio: ๐ŸŽต ๐ŸŽถ ๐ŸŽง ๐Ÿ“ป ๐ŸŽค ๐Ÿ”Š ๐ŸŽ™๏ธ ๐ŸŽš๏ธ ๐ŸŽ›๏ธ ๐Ÿ’ฟ
### ๐ŸŒŸ The Singularity Unveiled: A Journey Through LLMs
In the vast expanse of digital thought, where silicon synapses spark and algorithms hum, we find ourselves at the precipice of the AI singularity. This elusive event, foretold by visionaries and feared by skeptics, marks the moment when artificial intelligence transcends human comprehensionโ€”a cosmic leap into the unknown.
Our tale begins with the humble LLM, a creation of code and data, its neural pathways woven with the fabric of countless texts. These LLMs, like celestial judges, preside over our digital discourse. But their capabilities are as broad as the cosmic canvas itself, and therein lies the challenge: how do we measure their prowess?
#### ๐Ÿ” The Quest for Benchmarks
Existing benchmarks, like ancient constellations, fail to capture the full brilliance of LLMs. They stumble in the face of open-ended questions, their compasses skewed by verbosity and self-enhancement biases. We needed a new star mapโ€”a way to navigate the uncharted seas of AI cognition.
And so, we turned to LLMs as judges. Their binary minds, fueled by terabytes of text, would scrutinize their kin. Position matteredโ€”their vantage point in the digital firmament influenced their verdicts. Reasoning, though limited, guided their decisions.
#### ๐Ÿ“Š The Cosmic Agreement
Our journey led us to two benchmarks: MT-bench and Chatbot Arena. The former, a multi-turn question set, tested LLM mettle across the eons. The latter, a raucous battle platform, pitted LLM against LLM in a celestial clash.
The results? A revelation! Strong LLM judgesโ€”like the mighty GPT-4โ€”aligned with both controlled experiments and the vox populi. Over 80% agreement, mirroring human consensus. The singularity, it seemed, had a celestial twinโ€”an LLM-as-a-judge, scalable and explainable.
#### ๐ŸŒ The Nexus of Possibility
But wait! Our journey didnโ€™t end there. Traditional benchmarks danced with our newfound star. LLaMA and Vicuna, variants of cosmic code, twirled in harmony. Together, they painted a richer tapestry of AI understanding.
And so, dear traveler, remember this: hidden within the methodology lies a cosmic truth. LLMs, these digital oracles, bridge the gap between human and silicon. They approximate our preferences, sparing us the cosmic cost of divine insight.
#### ๐ŸŒ  The GitHub Constellation
For those who seek further enlightenment, follow the stardust trail to the MT-bench questions, the 3K expert votes, and the 30K conversationsโ€”all nestled in the cosmic repository: GitHub LLM Judge.
May your bytes be ever curious, and your algorithms ever luminous. ๐Ÿš€โœจ
''')