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Gabe Grand

@gabe_grand • 1,563 subscribers

PhD student @MIT CSAIL: 🤖 & 🧠 Prev: @GoogleAI, @ReverieLabs, @Harvard CS dreamcoder & vibecoder

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Do AI agents ask good questions? We built “Collaborative Battleship” to find out—and discovered that weaker LMs + Bayesian inference can beat GPT-5 at 1% of the cost. Paper, code & demos: Here's what we learned about building rational information-seeking agents... 🧵🔽

Do AI agents ask good questions? We built “Collaborative Battleship” to find out—and discovered that weaker LMs + Bayesian inference can beat GPT-5 at 1% of the cost. Paper, code & demos: Here's what we learned about building rational information-seeking agents... 🧵🔽

48,374 Aufrufe • vor 7 Monaten

Tackling complex problems with LMs requires search/planning, but how should test-time compute be structured? Introducing Self-Steering, a new meta-reasoning framework where LMs coordinate their own inference procedures by writing code!

Tackling complex problems with LMs requires search/planning, but how should test-time compute be structured? Introducing Self-Steering, a new meta-reasoning framework where LMs coordinate their own inference procedures by writing code!

20,315 Aufrufe • vor 1 Jahr

advisors: “So what’s your plan for thesis?” grad students:

advisors: “So what’s your plan for thesis?” grad students:

13,544 Aufrufe • vor 1 Jahr

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