Uri "shuri" Schonfeld
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uri.ai
Uri "shuri" Schonfeld
@uri.ai
I'm working on Room.AI and I try to make cool stuff happen.

mini-bio: PhD from UCLA, teach machine learning at Berkeley, consult around ML & AI, been a research scientist and software engineer at Yahoo & Google.
Geoffrey Hinton 🙌: " I believe they [LLMs] have subjective experiences. But they don't think they do because everything they believe came from trying to predict the next word a person would say.... they have false beliefs about themselves because they have our beliefs" youtu.be/jrK3PsD3APk?...
AI: What Could Go Wrong? with Geoffrey Hinton | The Weekly Show with Jon Stewart
YouTube video by The Weekly Show with Jon Stewart
youtu.be
November 6, 2025 at 12:11 AM
Conscious machines? Thou does protest too much: "only biological beings are capable of consciousness... should stop pursuing projects that suggest otherwise" and “If you ask the wrong question, you end up with the wrong answer. I think it’s totally the wrong question.”
www.cnbc.com/2025/11/02/m...
Microsoft AI chief says only biological beings can be conscious
Mustafa Suleyman has become one of the most influential voices in tech to come out against building seemingly conscious AI.
www.cnbc.com
November 3, 2025 at 1:25 PM
Will we ever run out of jobs for humans to do? People argue new jobs always pop up. My "giant bowl of M&Ms theory" says, every time you take an M&M it uncovers 4-5 new M&Ms. But even a giant bowl will run out. What's left? The human connection. Playing chess with a human, scarier, but more fun!
October 30, 2025 at 3:32 PM
Kaggle launched Game Arena, "AI models and agents compete head-to-head", in strategic games starting with chess. So Claude is playing against Grok and friends. See www.kaggle.com/blog/introdu... and Hikaru is streaming live right now www.youtube.com/watch?v=-nBy... covering the games.
Introducing Kaggle Game Arena | Kaggle
Watch models compete in complex games providing a verifiable and dynamic measure of their capabilities
www.kaggle.com
August 5, 2025 at 6:50 PM
Reposted by Uri "shuri" Schonfeld
The full story of how I made Talknotes in a week and sold it for $200,000 one year later 🧐

It covers:
- 💡 How I got to the idea
- 🤝 Getting my first customers
- 📈 Growing the app (and burning out)
- 💸 Selling it

Took me more 8+ months to finish it, but it's finally here! 😃

youtu.be/3XZK7RDCvK0
I SOLD my AI startup for $200,000 (yes, again)
YouTube video by Nico Jeannen
youtu.be
February 28, 2025 at 11:17 AM
Simon Willison's benchmark for LLMs :), The last six months in LLMs, illustrated by pelicans on bicycles simonwillison.net/2025/Jun/6/s...
The last six months in LLMs, illustrated by pelicans on bicycles
I presented an invited keynote at the AI Engineer World’s Fair in San Francisco this week. This is my third time speaking at the event—here are my talks from October …
simonwillison.net
June 9, 2025 at 1:30 AM
MCP, Model Context Protocol, seems to "magically" connect software and apps (e.g. blender, unity, unreal, godot) to LLMs like claude (or chatgpt).

This shows you how, including: 1. don't just dump your API into your MCP, 2. work at a higher level, and 3. add tests. www.youtube.com/watch?v=eeOA...
Your API is not an MCP | DEMFP786
YouTube video by Microsoft Developer
www.youtube.com
June 4, 2025 at 6:38 PM
AI TikTok Block (suggestion)

I want to long-press on someone's face, and then "AI block" them, never to see a post with their face again.

Similarly, you can "tok block" people by their voice... or if their name is uttered?

Creating a "filter bubble", for better and worse. Ignore-ance is bliss!?
June 3, 2025 at 11:57 PM
Reposted by Uri "shuri" Schonfeld
Search & recsys have historically drawn inspiration from language modeling, such as Word2vec for item embeddings, and GRUs and BERT for sequential models. LLMs are no different and have led to updates in model architecture, training data & paradigms, etc.

eugeneyan.com/writing/recs...
Improving Recommendation Systems & Search in the Age of LLMs
Model architectures, data generation, training paradigms, and unified frameworks inspired by LLMs.
eugeneyan.com
March 19, 2025 at 1:41 AM
Claude (and LLMs) continues to blow my mind. From super vague description of an anecdote, Claude knows what I'm talking about :). You complete me :)
January 6, 2025 at 6:00 PM
Ilya Sutskever's talk from neurIPS 2024 www.youtube.com/watch?v=YD-9...
Ilya Sutskever NeurIPS 2024 full talk
YouTube video by OneBillionDollars
www.youtube.com
December 14, 2024 at 5:22 PM
Chess is a great (and fairly mature) test case for coexistence with AI. You'd expect the fact that AI can beat every human to "ruin" the fun, but it hasn't. Yesterday's world championship between Ding and Gukesh was amazing and proof of that :). 🧵.
December 13, 2024 at 7:05 PM