ai-hypothesis-generation

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#ai-hypothesis-generation

Hallucination as a Feature, not a Defect: Evaluating a multi-agent architecture to transform speculative language-model outputs into testable scientific hypotheses

arXiv cs.CL · 2026-08-21 Cached

This paper proposes a Rust-based multi-agent architecture that uses LLM hallucinations as a feature to generate and evaluate scientific hypotheses, comparing its performance against direct prompting and other methods.

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#ai-hypothesis-generation

Finding the molecular switches behind new infectious diseases

Google DeepMind Blog · 2026-05-16 Cached

Professor Clare Bryant at the University of Cambridge is using DeepMind's Co-Scientist to rapidly identify molecular switches that cause severe diseases like sepsis when pathogens jump between species, cutting research time from years to months.

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#ai-hypothesis-generation

Opening new paths in aging research

Google DeepMind Blog · 2026-05-16 Cached

Calico Life Sciences uses Google DeepMind's Co‑Scientist to connect scattered findings in aging biology and generate testable hypotheses, such as a novel hypothesis about ISR regulation by metabolism.

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