Nothing @returncode0000
Joined January 2022-
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If you truly want to learn RL, ditch the readymade gym environments. Make a custom environment on your own. You’ll understand how to structure rewards, observations, random initialization states, etc. also, how to debug and render. This is the most practical skill you can get…
@karpathy wrote about this here! github.com/humanlayer/12-…
Groundtruth: If you are a developer and you need to learn or to acquire a specific subject, Grok is the best LLM.
Apple did more for AI than anyone else: they proved through peer-reviewed publications that LLMs are just neural networks and, as such, have all the limitations of other neural networks trained in a supervised way, which I and a few other voices tried to convey, but the noise…
Self-attention in LLMs, clearly explained:
My most elitist opinion is that I don’t care about anyone’s takes if they can’t do calculus and linear algebra. Math is the most abstract, purified form of thinking. If you can’t do that, you definitely can’t do the harder and messier thinking needed for politics, philosophy, etc
MUST WATCH: in Paris, JD Vance just delivered one of the most morally clear, pro-American, and courageous speeches you will see all about America’s global leadership on AI. 15 minutes of pure FIRE 🔥
Typical Cursor user: “No, I said add it to the existing drop down menu, not a new one”
ELON: EUROPE HAS WAY MORE BUREAUCRACY THAN THE U.S. "You don't just have the provincial and national level, you also have the EU on top of that. To be totally frank, EU headquarters in Brussels is essentially a cathedral to bureaucracy." Source: 2025 WELT Economic Summit…
ELON: EUROPE HAS WAY MORE BUREAUCRACY THAN THE U.S. "You don't just have the provincial and national level, you also have the EU on top of that. To be totally frank, EU headquarters in Brussels is essentially a cathedral to bureaucracy." Source: 2025 WELT Economic Summit… https://t.co/O0mhkJXlvk
It’s already happening
It’s already happening https://t.co/tSjt5fvdMq
> Western AI labs deliberately hide technical details of their training runs > Chinese AI lab publishes detailed technical report of their training run > Mainstream media doesn’t know how to read a technical report > Nvidia loses 600 billion dollar
Mini-R1: Reproduce @deepseek_ai R1 „aha moment“ a RL tutorial! Recreate an RL "aha moment" using Group Relative Policy Optimization (GRPO) and train an open model using reinforcement learning to teach it self-verification and search abilities all on its own to solve the Countdown…
So, I (kinda) completed migrating a really huge #Angular app to standalone Here is my experience ⬇️
"Thinking + Long Context Reasoning" is incredibly powerful. I gave Gemini 2.0 Flash Thinking Experimental 01-21 Model 2 documents: NeurIPS 2022 "chain of thought" and ACL 2022 "reframing instructions" papers with the prompt: "Combine ideas of these 2 papers and create a new…
Believing AI slop is good code and will replace programmers is a strong signal youre bad at coding
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