Heavy Thinking: A Test-Time Scaling Pattern for Hard Problems
Now we can have GPT5 Pro at home
reference
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LLMs Corrupt Your Documents When You Delegate
A large-scale study on long-horizon document tasks.
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OpenGame: Open Agentic Coding for Games
An agentic framework for end-to-end game creation
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Self-Generated Agent Context Files Don't Help Either
Self-generated agent context files don't help.
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Self-Generated Skills Don't Help
Curated skills boost agent performance by 16 points; self-generated ones don't help at all.
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Generative Modelling via Drifting
A new paradigm for single-step generative modelling
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Optimising Computation At The Token-Level
Optimising computation at the token-level
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Learning to Reason without External Rewards
aka Self-Confidence is All You Need
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John Carmack is working on game-playing robots
on John Carmack's Upperbound 25 Talk Notes
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Vibe-Coding Mathematical Discoveries
Using evolutionary algorithms with LLM-coding agents