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@@ -8,69 +8,69 @@ st.markdown('''
8
  - These Superpowers Run on Your Devices using System Action Agents (SAA) to do your Tasks on Your Computer and Your Phone For You.
9
 
10
  # If we could have only four apps - What might those look like?
11
- 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
12
- 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
13
- 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
14
- 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
15
 
16
  # Psychology of Learning: Interaction Brain Cycle Speeds in WPM ๐Ÿง ๐Ÿ’จ
17
- 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.
18
- 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.
19
- 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.
20
- 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.
21
- 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.
22
 
23
- 1. Productivity ๐Ÿš€
24
  1. ๐Ÿค– Agents that act as systems of action which complete common tasks.
25
  2. ๐ŸŽ™๏ธ Voice first apps
26
  3. ๐Ÿ’ก Apps that provide in flow assistance avoiding context switches or breaks in flow of work.
27
 
28
- 2. Consumer Experience Reshaped by New Capabilities ๐Ÿ›๏ธ
29
  1. ๐ŸŒฑ AI creates opportunities for challengers
30
  2. ๐Ÿš€ The "What if it works?" is gigantic.
31
  3. ๐ŸŽจ Culture x technology are converging
32
 
33
- 3. Working World Changes ๐Ÿ’ผ
34
  - ๐Ÿ” Consumer can be observed but not predicted - product magic and founder intuition
35
  - ๐Ÿ”„ Culture shift plus platform shift intersection
36
  - ๐Ÿ† Extreme product wins with word of mouth
37
 
38
- 4. Creativity and Productivity Gets Really Good ๐ŸŽจ๐Ÿš€
39
  - โœ๏ธ Content Generation - Creativity and Craft Imagination.
40
  - ๐Ÿ“ Content Editing - Compose, Refine and Remix.
41
  - ๐Ÿ› ๏ธ Productivity Tools - Take Action For Us
42
 
43
- 5. Content Generation For All Modalities ๐ŸŒŸ
44
  - ๐Ÿง™โ€โ™‚๏ธ Magic to solve creativity / writers block - no blank page problem to starting
45
  - ๐Ÿค— Accessible open source models on Huggingface
46
  - ๐Ÿ”€ Creating Remixable Outputs
47
 
48
- 6. Build and Connect Your Own Workflows ๐Ÿ—๏ธ
49
  - โš™๏ธ Automation to streamline Your Work
50
  - ๐Ÿ’พ Information or System based
51
  - ๐Ÿ—ฃ๏ธ Natural Language Requests That Connect Complex Flows
52
 
53
- 7. Companionship and Social Make Life More Fun โค๏ธ
54
  - ๐Ÿค–๐Ÿ’ฌ AI With Personality - Engaging and Interesting to You
55
  - ๐Ÿ—จ๏ธ Free Flowing Conversations
56
  - ๐Ÿ“ก Livestream and Match Making
57
  - ๐Ÿ˜„ Creates more fun in our lives
58
  - ๐Ÿค Improves interactions with friends and helps meet new people
59
 
60
- 8. Bot Assistants Save and Access Personalization and Memory ๐Ÿง 
61
  - ๐Ÿ’ก Strong User Adoption and Retention Offering Something Different
62
  - ๐Ÿ†• New methods of Interaction
63
  - ๐Ÿงฉ Memory and Progression which is Evolvable
64
  - ๐ŸŒŸ Better and Different Than Generalists
65
 
66
- 9. Social Participation and Interaction Increases Value of Relationships ๐Ÿ‘ฅ
67
  - ๐ŸŽญ Human like and entertaining
68
  - ๐Ÿ”— Real world connections and enhanced match making
69
  - ๐Ÿค–๐Ÿ‘ซ AI + Human Communities
70
  - ๐ŸŽฎ Live Interactive Entertainment at Massive Scale
71
  - ๐ŸŒ Next Gen Avatar and Communication
72
 
73
- 10. Personal Growth of Expertise, Knowledge, Wealth, Health, and Insights ๐ŸŒฑ
74
  - ๐Ÿ‘ฅ Assist Network Builders - Teachers, Doctors, Wealth Managers, Coaches, Collaborators
75
  - ๐Ÿ’– Live Your Best Life
76
  - ๐Ÿ’ก Engage with Experts and AI with Images, Text, Voice and Video
@@ -101,32 +101,40 @@ st.markdown('''
101
 
102
  ### ๐ŸŒŸ The Singularity Unveiled: A Journey Through LLMs
103
 
104
- 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.
 
 
105
 
106
- 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?
107
 
108
  #### ๐Ÿ” The Quest for Benchmarks
109
 
110
- 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.
111
 
112
- 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.
 
 
 
 
 
113
 
114
  #### ๐Ÿ“Š The Cosmic Agreement
115
 
116
- 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.
 
 
117
 
118
- 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.
119
 
120
  #### ๐ŸŒ The Nexus of Possibility
121
 
122
- 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.
 
 
123
 
124
- 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.
125
 
126
  #### ๐ŸŒ  The GitHub Constellation
127
 
128
- 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.
 
 
129
 
130
- May your bytes be ever curious, and your algorithms ever luminous. ๐Ÿš€โœจ
131
 
132
  ''')
 
8
  - These Superpowers Run on Your Devices using System Action Agents (SAA) to do your Tasks on Your Computer and Your Phone For You.
9
 
10
  # If we could have only four apps - What might those look like?
11
+ 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
12
+ 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
13
+ 3. **Video and Image Apps** That **Recognize you, Your Mood, Your Gestures, Your Environments** ๐Ÿ“ ๐Ÿ“– ๐Ÿ“ท ๐Ÿ–ผ๏ธ ๐ŸŽ™๏ธ ๐ŸŽง ๐ŸŽฅ ๐Ÿ“น
14
+ 4. **Mixable Memory IO and Asset Apps** To **Track Your Preferred Digital Entities Across Systems and Media Mixing Modalities** ๐Ÿ’ฌ โœ๏ธ ๐ŸŽจ ๐ŸŒ„ ๐ŸŽต ๐ŸŽถ ๐Ÿ“ผ ๐Ÿฟ
15
 
16
  # Psychology of Learning: Interaction Brain Cycle Speeds in WPM ๐Ÿง ๐Ÿ’จ
17
+ 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.
18
+ 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.
19
+ 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.
20
+ 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.
21
+ 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.
22
 
23
+ 1. **Productivity** ๐Ÿš€
24
  1. ๐Ÿค– Agents that act as systems of action which complete common tasks.
25
  2. ๐ŸŽ™๏ธ Voice first apps
26
  3. ๐Ÿ’ก Apps that provide in flow assistance avoiding context switches or breaks in flow of work.
27
 
28
+ 2. **Consumer Experience Reshaped by New Capabilities** ๐Ÿ›๏ธ
29
  1. ๐ŸŒฑ AI creates opportunities for challengers
30
  2. ๐Ÿš€ The "What if it works?" is gigantic.
31
  3. ๐ŸŽจ Culture x technology are converging
32
 
33
+ 3. **Working World Changes** ๐Ÿ’ผ
34
  - ๐Ÿ” Consumer can be observed but not predicted - product magic and founder intuition
35
  - ๐Ÿ”„ Culture shift plus platform shift intersection
36
  - ๐Ÿ† Extreme product wins with word of mouth
37
 
38
+ 4. **Creative Content Becomes Better Than Professional** ๐ŸŽจ๐Ÿš€
39
  - โœ๏ธ Content Generation - Creativity and Craft Imagination.
40
  - ๐Ÿ“ Content Editing - Compose, Refine and Remix.
41
  - ๐Ÿ› ๏ธ Productivity Tools - Take Action For Us
42
 
43
+ 5. **Content Generation For All Modalities** ๐ŸŒŸ
44
  - ๐Ÿง™โ€โ™‚๏ธ Magic to solve creativity / writers block - no blank page problem to starting
45
  - ๐Ÿค— Accessible open source models on Huggingface
46
  - ๐Ÿ”€ Creating Remixable Outputs
47
 
48
+ 6. **Build and Connect Your Own Workflows** ๐Ÿ—๏ธ
49
  - โš™๏ธ Automation to streamline Your Work
50
  - ๐Ÿ’พ Information or System based
51
  - ๐Ÿ—ฃ๏ธ Natural Language Requests That Connect Complex Flows
52
 
53
+ 7. **Companionship and Social Make Life More Fun** โค๏ธ
54
  - ๐Ÿค–๐Ÿ’ฌ AI With Personality - Engaging and Interesting to You
55
  - ๐Ÿ—จ๏ธ Free Flowing Conversations
56
  - ๐Ÿ“ก Livestream and Match Making
57
  - ๐Ÿ˜„ Creates more fun in our lives
58
  - ๐Ÿค Improves interactions with friends and helps meet new people
59
 
60
+ 8. **Bot Assistants Save and Access Personalization and Memory** ๐Ÿง 
61
  - ๐Ÿ’ก Strong User Adoption and Retention Offering Something Different
62
  - ๐Ÿ†• New methods of Interaction
63
  - ๐Ÿงฉ Memory and Progression which is Evolvable
64
  - ๐ŸŒŸ Better and Different Than Generalists
65
 
66
+ 9. **Social Participation and Interaction Increases Value of Relationships** ๐Ÿ‘ฅ
67
  - ๐ŸŽญ Human like and entertaining
68
  - ๐Ÿ”— Real world connections and enhanced match making
69
  - ๐Ÿค–๐Ÿ‘ซ AI + Human Communities
70
  - ๐ŸŽฎ Live Interactive Entertainment at Massive Scale
71
  - ๐ŸŒ Next Gen Avatar and Communication
72
 
73
+ 10. **Personal Growth of Expertise, Knowledge, Wealth, Health, and Insights** ๐ŸŒฑ
74
  - ๐Ÿ‘ฅ Assist Network Builders - Teachers, Doctors, Wealth Managers, Coaches, Collaborators
75
  - ๐Ÿ’– Live Your Best Life
76
  - ๐Ÿ’ก Engage with Experts and AI with Images, Text, Voice and Video
 
101
 
102
  ### ๐ŸŒŸ The Singularity Unveiled: A Journey Through LLMs
103
 
104
+ In the vast expanse of digital thought ๐Ÿง , where silicon ๐Ÿ–ฅ๏ธ synapses spark โšก๏ธ and algorithms ๐Ÿ“Š hum, we find ourselves at the precipice ๐Ÿ”๏ธ of the AI singularity ๐ŸŒŒ. This elusive event, foretold by visionaries ๐Ÿ‘“ and feared by skeptics ๐Ÿคจ, marks the moment when artificial intelligence ๐Ÿค– transcends human comprehensionโ€”a cosmic ๐ŸŒ  leap into the unknown ๐ŸŒŒ.
105
+
106
+ Our tale ๐Ÿ“– begins with the humble LLM (Large Language Model) ๐Ÿงฉ, a creation of code ๐Ÿ’ป and data ๐Ÿ“ˆ, its neural pathways ๐Ÿง  woven with the fabric of countless texts ๐Ÿ“š. These LLMs, like celestial judges โš–๏ธ, preside over our digital discourse ๐Ÿ’ฌ. But their capabilities are as broad as the cosmic canvas ๐ŸŽจ itself, and therein lies the challenge: how do we measure their prowess ๐Ÿค”?
107
 
 
108
 
109
  #### ๐Ÿ” The Quest for Benchmarks
110
 
 
111
 
112
+ For this segment, adding emojis can help illustrate complex ideas and terms, making it more accessible and engaging for young readers. Here's how the text can be adapted:
113
+
114
+ Existing benchmarks ๐Ÿ“, like ancient constellations ๐ŸŒŒ, fail to capture the full brilliance โœจ of LLMs. They stumble in the face of open-ended questions โ“, their compasses ๐Ÿงญ skewed by verbosity ๐Ÿ—ฃ๏ธ and self-enhancement biases ๐ŸŽญ. We needed a new star map ๐Ÿ—บ๏ธโ€”a way to navigate the uncharted seas ๐ŸŒŠ of AI cognition ๐Ÿง .
115
+
116
+ And so, we turned to LLMs as judges ๐Ÿ‘จโ€โš–๏ธ๐Ÿ‘ฉโ€โš–๏ธ. Their binary minds ๐Ÿ’ป, fueled by terabytes of text ๐Ÿ“š, would scrutinize their kin. Position matteredโ€”their vantage point in the digital firmament ๐ŸŒ influenced their verdicts ๐Ÿ›๏ธ. Reasoning, though limited, guided their decisions ๐Ÿค”.
117
+
118
 
119
  #### ๐Ÿ“Š The Cosmic Agreement
120
 
121
+ Our journey ๐Ÿš€ led us to two benchmarks: MT-bench ๐Ÿง  and Chatbot Arena ๐Ÿค–. The former, a multi-turn question set ๐Ÿ”„, tested LLM mettle across the eons โณ. The latter, a raucous battle platform ๐ŸŸ๏ธ, pitted LLM against LLM in a celestial clash โš”๏ธ.
122
+
123
+ The results? A revelation ๐ŸŒŸ! Strong LLM judgesโ€”like the mighty GPT-4 ๐Ÿ’ชโ€”aligned with both controlled experiments ๐Ÿ”ฌ and the vox populi ๐Ÿ—ฃ๏ธ. Over 80% agreement โœ…, mirroring human consensus ๐Ÿ‘ฅ. The singularity, it seemed, had a celestial twinโ€”an LLM-as-a-judge ๐ŸŒŒ, scalable ๐Ÿ“ˆ and explainable ๐Ÿ“–.
124
 
 
125
 
126
  #### ๐ŸŒ The Nexus of Possibility
127
 
128
+ But wait! Our journey didnโ€™t end there ๐Ÿ›‘. Traditional benchmarks danced ๐Ÿ’ƒ with our newfound star ๐ŸŒŸ. LLaMA ๐Ÿฆ™ and Vicuna ๐ŸฆŒ, variants of cosmic code ๐ŸŒŒ, twirled in harmony ๐ŸŒ€. Together, they painted a richer tapestry ๐ŸŽจ of AI understanding ๐Ÿง .
129
+
130
+ And so, dear traveler ๐Ÿšถโ€โ™‚๏ธ, remember this: hidden within the methodology ๐Ÿ“š lies a cosmic truth ๐ŸŒ . LLMs, these digital oracles ๐Ÿ’ก, bridge the gap ๐ŸŒ‰ between human ๐Ÿ‘ค and silicon ๐Ÿ–ฅ๏ธ. They approximate our preferences ๐Ÿ‘, sparing us the cosmic cost ๐Ÿ’ธ of divine insight ๐ŸŒˆ.
131
 
 
132
 
133
  #### ๐ŸŒ  The GitHub Constellation
134
 
135
+ For those who seek further enlightenment ๐Ÿง, follow the stardust trail ๐ŸŒŒ to the MT-bench questions โ“, the 3K expert votes โœ…, and the 30K conversations ๐Ÿ’ฌโ€”all nestled in the cosmic repository: GitHub LLM Judge ๐Ÿ“.
136
+
137
+ May your bytes be ever curious ๐Ÿ”, and your algorithms ever luminous ๐Ÿ’ก. ๐Ÿš€โœจ
138
 
 
139
 
140
  ''')