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#cognitive-bias

2 articles exploring cognitive-bias. Expert insights and analysis from our editorial team.

Showing 1–2 of 2 articles
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chain-of-thought prompt-engineering llm-benchmarks agent-frameworks software-engineering crewai

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Agents & Frameworks

FSE 2026: Chain-of-Thought Fails Per-Bias as Debiasing; Axiomatic Cues Cut Sensitivity 51%

FSE 2026: chain-of-thought fails per-bias on PROBE-SWE SE tasks. Axiomatic cues cut bias sensitivity 51%, exposing gaps in CrewAI, LangChain, Pydantic AI defaults.
Agents & Frameworks

PROBE-SWE Finds Chain-of-Thought and Self-Debiasing Don't Reduce Prompt-Induced Bias in Coding Agents

PROBE-SWE (arXiv 2604.16756) finds chain-of-thought and self-debiasing fail to reduce prompt-induced cognitive bias in SE agents; axiomatic reasoning cues cut it 51%.
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