Tarun Chitra
@pinged
ヽ(⌐■_■)ノ♪♬ @ @gauntlet/🤖Ventures/tldr/Aera \\ ¯\_(ツ)_/¯ Struggling with the nature of randomness \\ main: @gaa \\ /red-bull /defi-research maxi
Episode is out! Find out how ZK and watermarking are related
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Part IV: Reasoning without Regret
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Q: Can we quantify when we can make these models better: higher accuracy + lower compute cost?
A: EIP-1559 is everywhere 😈
DeepSeek is a phase transition: Lowered compute by 10x+ with ~same accuracy as o1 — why? Must be real math & algorithmic improvement
🤓 🔫'd me
Part III: Escaping from Reasoning Model Purgatory
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The most interesting part about Chain of Thought (CoT) reasoning is that unlike a vanilla hallucinating LLM, CoT models convincingly assert falsehoods; the same mechanism that makes them avoid hallucinating also makes them dig in their heels (like a stubborn human)
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Part III: Escaping from Reasoning Model Purgatory
~~~
The most interesting part about Chain of Thought (CoT) reasoning is that unlike a vanilla hallucinating LLM, CoT models convincingly assert falsehoods; the same mechanism that makes them avoid hallucinating also makes them dig in their heels (like a stubborn human)
Part II: AI Doom 🐰 🕳️
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You may need to see a clinician for AI Doomer-itis if you have any of the following symptoms:
- Hate querying (opposite of vibe coding): Finding queries where the LLM is wrong to make yourself feel better
- Thoughts of future generations unable to do an integral without internet https://war
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Part II: AI Doom 🐰 🕳️
~~~
You may need to see a clinician for AI Doomer-itis if you have any of the following symptoms:
- Hate querying (opposite of vibe coding): Finding queries where the LLM is wrong to make yourself feel better
- Thoughts of future generations unable to do an integral without internet
Wow, thanks for the resounding welcome back!
As promised, I have a little to tell you about something that had me sort of offline-ish for the last couple months: I had my first bout of AI Doomer-itis
Luckily it was cured by trying to write this paper with AI as my assistant and understanding the promises and flaws
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Wow, thanks for the resounding welcome back!
As promised, I have a little to tell you about something that had me sort of offline-ish for the last couple months: I had my first bout of AI Doomer-itis
Luckily it was cured by trying to write this paper with AI as my assistant and understanding the promises and flaws
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