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N. Jha

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#artificial intelligence Preprint Oct 2026

Don't Forget What You Just Learned: Self-Directed Repair Turns Agent Mistakes Into Lasting Lessons

Self-Direction is introduced, a mechanism for agents to learn from mistakes that combines the benefits of temporary in-context retries and policy updates and reduces repeated mistakes across future encounters of a task, nearly doubling the reliability of an agent's corrections.

Yuval Kansal, Karen Ullrich, Polina Kirichenko et al. · 0 citations
Review Open access Jul 2026

In silico drug discovery pipelines targeting antibiotic resistance: from genomes to leads

The integration of digital-first, data-driven, and genome-guided discovery pipelines with experimental validation offers a powerful framework to overcome current challenges in antibiotic development and represents a promising strategy for addressing the global threat of AMR.

Rohan Gupta, Pallavi Singh, Karthikeyan Ravi et al. · 0 citations

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