B. Kaplan

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Code Generation & Program Synthesis (1)Eval Frameworks & Benchmarks (1)Tool Use & Agents (1)

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Joshua Sherwood (1)Joshua Sherwood (1)Ben Aybar (1)Ben Aybar (1)

Papers (1)

Apr 27, 2026

Joshua Sherwood +5Apr 27, 2026

Frontier Coding Agents Can Now Implement an AlphaZero Self-Play Machine Learning Pipeline For Connect Four That Performs Comparably to an External Solver

Frontier AI agents can now autonomously recreate sophisticated ML pipelines like AlphaZero for Connect Four, signaling a leap in their ability to accelerate AI research itself.

Joshua Sherwood, Joshua Sherwood, Ben Aybar +3

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Tool Use & Agents

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B. Kaplan

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)