Jan Miller

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Publication activitypapers/week, last 8 weeks

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Code Generation & Program Synthesis (1)Eval Frameworks & Benchmarks (1)Reasoning & Chain-of-Thought (1)

Papers (1)

Mar 3, 2026

Jan Miller1w ago

Review Beats Planning: Dual-Model Interaction Patterns for Code Synthesis

Ditch the planner: language models generate far better code when a code specialist leads and a reasoning model reviews, outperforming GPT-4o on HumanEval+ at a fraction of the cost.

Jan Miller

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Reasoning & Chain-of-Thought

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Jan Miller

Publication activitypapers/week, last 8 weeks

Research focus

Papers (1)