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Headlines · 2
- Reddit review distills coding-agent harness design practices
A Reddit poster synthesized 57 publications on harnesses for software-development and coding agents, arguing that effective harnesses are small, evidence-based and continually pruned. The poster recommended deriving rules from past sessions and failures, keeping instruction files concise, using fewer tools, enforcing rules with executable checks, and removing rules that cannot be shown to help. The post also cited University of Toronto research reporting performance gaps of up to sixfold for the same model under different harness designs, but the underlying studies and figures were not independently verified in the report.
r/ClaudeAI · 🔥 1 - Jinesis AI Lab Opens Research Roles With Global Remote Guidance
A report says University of Toronto assistant professor Zhijing Jin founded Jinesis AI Lab, which brings together researchers from the University of Toronto, ETH Zurich and the Max Planck Institute in Tübingen. Its research areas include large language models, causal reasoning, multi-agent systems and AI safety. The lab says it has hosted researchers from more than 30 countries and offers remote research guidance to people worldwide, alongside in-person mentoring. It is recruiting student researchers, PhD candidates, postdocs and interns; most positions are remote, with a limited number of in-person internships at the Max Planck Institute in Tübingen or the Vector Institute.
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