Continuous Learning_Startup & Investment
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We journey together through the captivating realms of entrepreneurship, investment, life, and technology. This is my chronicle of exploration, where I capture and share the lessons that shape our world. Join us and let's never stop learning!
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https://twitter.com/adcock_brett/status/1744404862224290253

We achieved a major breakthrough with Figure-01's AI.
It can learn how to self-correct tasks just by watching humans do tasks.
For example, we can now get human data for applications like making coffee, and train the AI system end-to-end.
https://twitter.com/i/status/1743987597301399852

Google DeepMind and Stanford researchers introduced Mobile Aloha.
It's an open-source robotic system capable of completing complex tasks like cooking, cleaning, and more.
Notably, the cooking skills were remotely controlled (by humans).
https://twitter.com/i/status/1742603121682153852


On top of Mobile Aloha, Google DeepMind wrote up this long thread of their new robotics research.
Advancements include AutoRT for data collection, SARA-RT for faster transformers, and RT-Trajectory for better motion generalization.
https://twitter.com/i/status/1742932234892644674

Researchers just developed DeWave.
The new AI system can turn silent thoughts into text by decoding brain signals.
The system achieved over 40% accuracy in translating verbs directly from neural signals, without the need for invasive implants.
https://twitter.com/i/status/1744405634554937604
Isomorphic Labs, the London-based, drug discoveryโ€“focused spinout of Google AI R&D division DeepMind, today announced that itโ€™s entered into strategic partnerships with two pharmaceutical giants, Eli Lilly and Novartis, to apply AI to discover new medications to treat diseases.

The deals have a combined value of around $3 billion. Isomorphic will receive $45 million upfront from Eli Lilly and potentially up to $1.7 billion based on performance milestones, excluding royalties. Novartis, meanwhile, will pay $37.5 million upfront in addition to funding โ€œselectโ€ research costs and as much as $1.2 billion (once again excluding royalties) in performance-based incentives over time.

โ€œWeโ€™re thrilled to embark on this partnership and apply our proprietary technology platform,โ€ DeepMind co-founder and Isomorphic CEO Demis Hassabis said in a press release. โ€œThe focus we share on advancing groundbreaking drug design approaches and appreciation of state-of-the-art science makes [these] partnership[s] particularly compelling.โ€

The latest version of AlphaFold can generate predictions for nearly all molecules in the Protein Data Bank, the worldโ€™s largest open access database of biological molecules, DeepMind announced in October. The model can also accurately predict the structures of ligands โ€” molecules that bind to โ€œreceptorโ€ proteins and cause changes in how cells communicate โ€” as well as nucleic acids (molecules that contain key genetic information) and post-translational modifications (chemical changes that occur after a proteinโ€™s created).

Already, Isomorphic is applying the new AlphaFold model โ€” which it co-designed with DeepMind โ€” to therapeutic drug design, helping to characterize different types of molecular structures important for treating disease.

The pressureโ€™s on for Isomorphic to start generating a profit. In 2021, the company recorded a ยฃ2.4 million (~$3 million) loss as it ramped up hiring ahead of opening its second office location in Lausanne, Switzerland.
โค1
A reason we need beneficial AGI:

After five years of pain across many systems in her body (a broken foot from stepping off a curb, debilitating migraines, fatigue, joint pain and instability, etc), my wife was recently diagnosed with a genetic disorder called Hypermobile Ehlers-Danlos Syndrome (hEDS).

Because the medical system is designed for individual specialties while hEDS affects every system in her body (orthopedics, cardiology, neurology, gastroenterology, dermatology, etc), we spent five years seeing more doctors and specialists than in her whole life prior. Most doctors would only focus on what was relevant to their own specialty. We were lucky that her allergist (!!) put together the pieces after observing and hearing her full set of symptoms and issues.

As human medicine has progressed, it seems like we increase doctorsโ€™ depth at the expense of breadth. We need better tools to be able to deliver depth and breadth simultaneously to patients. This is one promise of AGI if built right โ€” reliable, individualized, affordable healthcare in your pocket, like a panel of todayโ€™s top doctors across every speciality working together in concert to keep you healthy (and without you needing to fax forms between them).

Thereโ€™s still a long way to go on the technology and on learning how to deploy it beneficially along with appropriate professional human oversight in high-stakes areas like medicine, but the promise is getting increasingly clear. Thoughtfully approached by technology developers, healthcare providers, governments, and society, thereโ€™s hope for much better care for every member of all of our families (including our non-human furry ones).

https://x.com/gdb/status/1744446603962765669?s=46&t=h5Byg6Wosg8MJb4pbPSDow
MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts

Reaches the same performance as Mamba in 2.2x less training steps while preserving the inference performance gains of Mamba against the Transformer

arxiv.org/abs/2401.04081
์นผ๋ผ์ผ ๊ณต๋™์ฐฝ์—…์ž David Rubenstein์ด ๋งํ•˜๋Š” 10๊ฐ€์ง€ ์›์น™

1. ํˆฌ์ž ๋ถ„์•ผ ๋ฐ ๊ธฐํƒ€ ๊ด€๋ จ ์ฃผ์ œ์— ๋Œ€ํ•ด ๊ฐ€๋Šฅํ•œ ํ•œ ์ฑ…์„ ๋งŽ์ด ์ฝ์–ด๋ผ. ์‹ ๋ฌธ์ด๋‚˜ ๊ธฐ์‚ฌ๋ณด๋‹ค ์ฑ…์„ ๋” ๋งŽ์ด ์ฝ์–ด๋ผ.
2. ์ฒ˜์Œ๋ถ€ํ„ฐ ๋ˆ์„ ๊ฐ€์žฅ ๋งŽ์ด ๋ฒŒ ์ˆ˜ ์žˆ๋Š” ๋ถ„์•ผ๊ฐ€ ์•„๋‹ˆ๋ผ ์ž์‹ ์ด ์‹ค์ œ๋กœ ๊ด€์‹ฌ ์žˆ๋Š” ๋ถ„์•ผ๋ฅผ ์ฐพ์•„ ๊ทธ ๋ถ„์•ผ์— ๋Œ€ํ•ด ๊ฐ€๋Šฅํ•œ ๋ชจ๋“  ๊ฒƒ์„ ๋ฐฐ์›Œ๋ผ.
3. ๋ฉ˜ํ† ๋ฅผ ๊ฐœ๋ฐœํ•˜๋ผ. ๋ฉ˜ํ† ๋Š” ๋‹น์‹ ์ด ์ „๋ฌธ ์ง€์‹์„ ์Œ“๊ณ  ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•˜๋Š” ๋ฐ ๋„์›€์„ ์ฃผ๋Š” ์‚ฌ๋žŒ์ด๋‹ค.
4. ์ „๋ฌธ์„ฑ์„ ์Œ“์œผ๋ฉด์„œ ๋‹น์‹ ๊ณผ ํŒŒํŠธ๋„ˆ๋ฅผ ๋งบ์„ ๋งŒํ•œ ์‚ฌ๋žŒ์„ ํ•œ๋‘๋ช… ์ฐพ์•„๋ผ. ์žฌ๋Šฅ ์žˆ๋Š” ํˆฌ์ž์ž๋“ค์€ ๋Œ€๊ฒŒ ์ž์‹ ์˜ ์ „๋ฌธ์„ฑ๊ณผ ์ง€์‹ ๋ถ„์•ผ์˜ ๊ณต๋ฐฑ์„ ๋ฉ”์›Œ์ค„ ํŒŒํŠธ๋„ˆ๊ฐ€ ํ•„์š”ํ•˜๋‹ค.
5. ์ผ๋ฐ˜์ ์ธ ๊ด€์‹ฌ ์˜์—ญ๋ฟ๋งŒ ์•„๋‹ˆ๋ผ ํ•ด๋‹น ์˜์—ญ ๋ฐ–์—์„œ๋„ ๋„คํŠธ์›Œํฌ๋ฅผ ๊ตฌ์ถ•ํ•˜๋ผ. ์ตœ๊ณ ์˜ ํˆฌ์ž์ž๋Š” ๋‹น์žฅ์— ์ด์šฉํ•  ์ˆ˜ ์žˆ๋Š” ๋‹ค์–‘ํ•˜๊ณ  ๊ด‘๋ฒ”์œ„ํ•œ ๋„คํŠธ์›Œํฌ๋ฅผ ๊ตฌ์ถ•ํ•˜๊ณ  ์žˆ๋‹ค.
6. ๋™๋ฃŒ. ํŒŒํŠธ๋„ˆ, ๊ทธ๋ฆฌ๊ณ  ์‹ค์ œ๋กœ ๋ชจ๋“  ์‚ฌ๋žŒ๊ณผ ์ง์ ‘ ๋˜๋Š” ํ™”์ƒ์œผ๋กœ ํ•˜๋Š” ํšŒ์˜๋ฅผ ์‚ฌ์ „์— ์ค€๋น„ํ•˜๋ผ. ์ตœ๊ณ ์˜ ํˆฌ์ž์ž๋“ค์€ ํšŒ์˜์—์„œ ๋ฌด์—‡์„ ์–ป์–ด๋‚ด์•ผ ํ• ์ง€๋ฅผ ์•Œ๊ณ  ์žˆ์œผ๋ฉฐ ํšŒ์˜๋ฅผ ํ†ตํ•ด ํ•ญ์ƒ ๊ทธ๊ฒƒ์„ ์–ป์–ด๋‚ธ๋‹ค.
7. ์•ฝ์†๊ณผ ์„œ์•ฝ์˜ ํ›„์† ์กฐ์น˜๋ฅผ ์ฒ ์ €ํžˆ ํ•˜๋ผ. ํ›„์† ์กฐ์น˜๋ฅผ ํ•˜๋Š” ๊ทœ์น™์ ์ธ ์Šต๊ด€์€ ํ‰ํŒ์„ ๋†’์—ฌ์ค€๋‹ค.
8. ๊ฒธ์†, ํ˜‘๋ ฅ, ์œค๋ฆฌ์  ํ–‰๋™์— ๋Œ€ํ•œ ํ‰ํŒ์„ ๋†’์ด๋Š” ๋ฐ ์ง‘์ค‘ํ•˜๋‹ค. ๋ฌด์—‡๋ณด๋‹ค ์œค๋ฆฌ์  ์„ ์„ ๋„˜์œผ๋ ค๋Š” ์œ ํ˜น์— ๋น ์ง€์ง€ ๋งˆ๋ผ. ํ‰ํŒ์€ ํ‰์ƒ ์ง€๋‹ˆ๊ณ  ๋‹ค๋…€์•ผ ํ•  ๊ฐ€์žฅ ์ค‘์š”ํ•œ ๊ฐ€์น˜์ด๋ฉฐ, ์œค๋ฆฌ์  ๊ฒฝ๊ณ„์„ ์„ ๋„˜์„ ๊ฒฝ์šฐ ๊ทธ๊ฒƒ์„ ์˜์›ํžˆ ํŒŒ๊ดดํ•  ์ˆ˜ ์žˆ๋‹ค.
9. ์‹ค์ˆ˜๋ฅผ ์ธ์ •ํ•˜๊ณ  ๊ฐ€๋Šฅํ•œ ํ•œ ๋นจ๋ฆฌ ํ”ผํ•ด๋ฅผ ์ตœ์†Œํ™”ํ•˜๊ณ  ๊ทธ๊ฒƒ์„ ๋ฐ”๋กœ์žก๋Š” ๋ฐฉ๋ฒ•์„ ๋ฐฐ์›Œ๋ผ. ์ง„์ •์œผ๋กœ ์œ ๋Šฅํ•œ ํˆฌ์ž์ž๊ฐ€ ๋˜๊ธฐ ์œ„ํ•ด ๊ฐ€์žฅ ์ค‘์š”ํ•œ ๊ฒƒ์€ ์–ธ์ œ ์‹ค์ˆ˜๋ฅผ ์ธ์ •ํ•˜๊ณ , ์–ธ์ œ ์†์‹ค์„ ์ค„์ด๋ฉฐ, ์–ธ์ œ ๋‹ค์Œ ๊ธฐํšŒ๋กœ ๋‚˜์•„๊ฐ€์•ผ ํ•˜๋Š”์ง€๋ฅผ ๋ฐฐ์šฐ๋Š” ๊ฒƒ์ด๋‹ค.
10. ์ง€๊ฒฝ์„ ๋„“ํ˜€์ค„ ํˆฌ์ž ์ด์™ธ์˜ ์˜์—ญ์„ ์ฐพ๊ณ , ๋ˆ๊ณผ ์ง์—…์ ์ธ ์„ฑ๊ณต์„ ์ถ”๊ตฌํ•˜๋Š” ๊ฒƒ ์ด์™ธ์˜ ๋‹ค๋ฅธ ๊ฒƒ๋“ค์„ ๊ฒฝํ—˜ํ•˜๋ผ. ์˜ค๋กœ์ง€ ํˆฌ์ž์—๋งŒ 24์‹œ๊ฐ„์„ ์Ÿ์•„๋ถ“๋Š” ๊ฒƒ์€ ์†”์งํžˆ ํˆฌ์ž ์„ธ๊ณ„์—์„œ ์žฅ๊ธฐ์ ์ธ ์„ฑ๊ณต์„ ์œ„ํ•œ ์ฒ˜๋ฐฉ์€ ์•„๋‹ˆ๋‹ค.

https://product.kyobobook.co.kr/detail/S000209765719
์…€์‹œ์–ด์Šค์—๋„ˆ์ง€ ์–ด๋‹ ๋ฆฌ๋ทฐ ๋ฐ ์ƒ๊ฐ ์ •๋ฆฌ

โ˜˜๏ธ ์ปจํผ๋Ÿฐ์Šค ์ฝœ ์ฃผ์š” ๋‚ด์šฉ ์ •๋ฆฌ

- ์นดํ…Œ๊ณ ๋ฆฌ ํ™•์žฅ - ๋˜ํ‚จ๋„๋„ˆ์ธ , QSR(Quick Service Restaurant)๊ณผ ๊ฐ™์€ ๊ณณ์— ๋‚ฉํ’ˆํ•˜๋ฉฐ ๋ชฌ์Šคํ„ฐ๋ณด๋‹ค ๋„“์€ ์นดํ…Œ๊ณ ๋ฆฌ ํฌ์šฉ๋ ฅ์„ ๋ณด์ด๋ฉฐ, ์…€์‹œ์–ด์Šค ๊ณ ๊ฐ์˜ ์•ฝ 40%๋Š” ๊ธฐ์กด์— ์—๋„ˆ์ง€๋“œ๋งํฌ๋ฅผ ๋งˆ์‹œ์ง€ ์•Š๋˜ ๊ณ ๊ฐ๊ตฐ์ž„. ์…€์‹œ์–ด์Šค ๊ณ ๊ฐ ์ค‘ ๋‚จ์„ฑ๊ณผ ์—ฌ์„ฑ์€ ๊ฐ๊ฐ 50%.
- ๋น„์šฉ ํ†ต์ œ - ํ”„๋กœ๋ชจ์…˜, ์›์ž์žฌ ๋น„์šฉ ๋“ฑ ํšจ์œจํ™” ์ง„ํ–‰ ์ค‘์œผ๋กœ, ๊ฒฐ๊ณผ๋Š” ์ตœ๊ทผ ์ƒ์Šน ์ค‘์ธ ๋งˆ์ง„์—์„œ ํ™•์ธ ๊ฐ€๋Šฅ. ์ปจํผ๋Ÿฐ์Šค์—์„œ ์—ฌ๋Ÿฌ ๋ฒˆ์ด๋‚˜ ํ•ด์™ธ ์ง„์ถœ์— ๋ฌด๋ฆฌํ•œ ๋น„์šฉ์„ ์ง‘ํ–‰ํ•˜์ง€ ์•Š์„ ๊ฒƒ์œผ๋กœ ์†Œํ†ตํ•จ.
- ์˜ฌํ•ด 1~4์›” ์„ ๋ฐ˜ ์žฌ๊ณ„์•ฝ ์ž„๋ฐ•. ์•ฝ 3~5์›”๋ถ€ํ„ฐ ๋ฐ์ดํ„ฐ๋กœ ์žฌ๊ณ„์•ฝ ์˜ํ–ฅ ํ™•์ธ ๊ฐ€๋Šฅํ•  ๊ฒƒ
- ํŽฉ์‹œ์™€์˜ ํŒŒํŠธ๋„ˆ์‰ฝ ์ž˜ ์ง„ํ–‰ ์ค‘์ด๋ฉฐ, ์ด๋Š” ์…€์‹œ์–ด์Šค ๊ณ„์•ฝ ๋ฌผ๋Ÿ‰์˜ ์•ฝ 90% ์ด์ƒ์ด ํŽฉ์‹œ๋กœ๋ถ€ํ„ฐ ์˜ค๋Š” ๊ฒƒ์œผ๋กœ ํ™•์ธ ๊ฐ€๋Šฅ.

โ˜บ๏ธ ์ƒ๊ฐ ์ •๋ฆฌ
์•ž์œผ๋กœ ์…€์‹œ์–ด์Šค๊ฐ€ ๋ชฌ์Šคํ„ฐ์™€๋Š” ์ฐจ๋ณ„๋œ ์นดํ…Œ๊ณ ๋ฆฌ๋ฅผ ์—ฌ๋Š” ๊ฒƒ์ด ์ˆซ์ž๋กœ ๋ณด์ด๊ธฐ ์‹œ์ž‘ํ•œ๋‹ค๋ฉด, ์…€์‹œ์–ด์Šค๊ฐ€ ํ•ด์™ธ์—์„œ ์„ฑ์žฅ์„ธ๋ฅผ ๋ณด์ด๋Š” ๊ฒƒ๋ณด๋‹ค ๋” ๊ฐ•ํ•˜๊ฒŒ ์ฃผ๊ฐ€๊ฐ€ ๋ฐ˜์‘ํ•  ์ˆ˜ ์žˆ๋‹ค๊ณ  ์ƒ๊ฐํ•œ๋‹ค. ์ง€๊ธˆ๊นŒ์ง€๋Š” ๋ชฌ์Šคํ„ฐ์˜ ์‹œ์ด์˜ 2/3~3/4๋ฅผ ๊ฐ€๋ฉด ๋ฒ ์ŠคํŠธ๋ผ๊ณ  ์ƒ๊ฐํ–ˆ๋Š”๋ฐ, ์–ด์ฉŒ๋ฉด ์ด๋ฅผ ๋›ฐ์–ด๋„˜์„ ์ˆ˜ ์žˆ์„์ง€๋„ ๋ชจ๋ฅด๊ฒ ๋‹ค.

https://m.blog.naver.com/freebutdeep2/223313121570

#์…€์‹œ์–ด์Šค์—๋„ˆ์ง€ #CELH
I just had a conversation with an in-game NPC that could easily appear scripted. Except it wasn't, at all. I asked a question, the NPC answered, and all thanks to Nvidia's ACE technology and Convai.

You might have caught sight of Nvidia ACE in action during the company's Special Address stream. It's essentially a technology that allows in-game NPCs to react and respond to players in real-time, with voiced dialogue and animations. Nvidia's been showing off the same tech demo called Kairos, which takes place inside a ramen restaurant in a cyberpunk world, since ACE was announced back at Computex.
์ตœ๊ทผ ์œ ํŠœ๋ฒ„๋“ค ์‚ฌ์ด์—์„œ ๋น…๋ฑ… ์ „ ๋ฉ”์ดํ”Œ์Šคํ† ๋ฆฌ ๋ฒ„์ ผ์ธ '๋ฉ”์ดํ”Œ๋žœ๋“œ'๊ฐ€ ์ธ๊ธฐ๋ฅผ ์–ป๊ณ  ์žˆ์Œ. ๊ฒŒ์ด๋จธ๋“ค ๋Œ€๋‹ค์ˆ˜๋Š” 30๋Œ€ ์ดˆ์ค‘๋ฐ˜์˜ 80ํ›„๋ฐ˜~90์ดˆ๋ฐ˜ ์œ ํŠœ๋ฒ„๋“ค์ธ๋ฐ, ๊ณผ๊ฑฐ์˜ ํ–ฅ์ˆ˜์— ์ –์–ด ๊ฒŒ์ž„์„ ํ•˜๋Š” ๊ฑธ ๋ณด๋ฉด ๋ฉ”์ดํ”Œ์Šคํ† ๋ฆฌ์˜ IP ํž˜์€ ๊ฐ•ํ•˜๋‹ค๋Š” ๊ฑธ ํ™•์ธ ๊ฐ€๋Šฅ. ๋„ฅ์Šจ์€ ์›น 3.0 ๋ฐ ํด๋ฆฌ๊ณค ๊ธฐ๋ฐ˜ '๋ฉ”์ดํ”Œ์Šคํ† ๋ฆฌ ์œ ๋‹ˆ๋ฒ„์Šค'๋ฅผ ์ œ์ž‘ํ•˜๊ณ  ์žˆ์œผ๋ฉฐ ์ถœ์‹œ ์ผ์ •์€ ๋ชจ๋ฅด๊ฒ ์œผ๋‚˜, ๊ฐ•๋ ฅํ•œ IP๋ฅผ ๊ฐ€์ง€๊ณ  ํ•˜๋Š” ๋น„์ฆˆ๋‹ˆ์Šค์ธ์ง€๋ผ ๋งŽ์€ ๊ธฐ๋Œ€๊ฐ€ ๋จ.

#๋ฉ”์ดํ”Œ์Šคํ† ๋ฆฌ #ํฌ๋ฆฝํ† 

https://www.youtube.com/watch?v=-3YvX5Axcg0 > ๋ž„๋กœ ๋ฉ”์ดํ”Œ ํ”Œ๋ ˆ์ด ์˜์ƒ

https://zdnet.co.kr/view/?no=20230913164350

https://www.coinlive.com/ko/news/nexon-invests-100-million-into-web3-game-maplestory-universe > 100M ํˆฌ์ž ์œ ์น˜
Every day before I get out of bed, I cold message two new people that I admire. It never takes me more than 5 minutes. I've been doing this every morning for years, and it has gotten me:

- 4 internships
- my first full time PM job
- my first investor in my business
- a self-made female billionaire to fly me out to her office for a private meeting
- 3 new best friends
- an invitation to an exclusive founder retreat sponsored by Nike
- and my first five-figure brand deal!

Curious to see what a cold message like this looks like? DM me and Iโ€™ll send it to you

๐Ÿ™