Tagged articles

Biomedical

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Data Party THU
Data Party THU
Jul 19, 2026 · Artificial Intelligence

Biomni Integrates 105 Tools and 59 Databases to Enable AI‑Driven End‑to‑End Life‑Science Discovery

Biomni is a general biomedical AI agent that unifies 105 bioinformatics software packages and 59 curated databases, dynamically selects resources, uses code as a universal action language, and plans experiments, achieving 57% average accuracy on a 443‑question benchmark and dramatically speeding up expert‑level analyses.

AIBioinformaticsBiomedical
0 likes · 8 min read
Biomni Integrates 105 Tools and 59 Databases to Enable AI‑Driven End‑to‑End Life‑Science Discovery
Aikesheng Open Source Community
Aikesheng Open Source Community
Oct 29, 2025 · Artificial Intelligence

What Makes BiomedSQL and LogicCat the Toughest Text‑to‑SQL Benchmarks for LLMs?

BiomedSQL and LogicCat are two newly released Text‑to‑SQL datasets that challenge large language models with complex biomedical reasoning, multi‑step logical inference, and domain‑specific knowledge, offering detailed analyses of query types, scientific reasoning categories, and performance gaps that highlight current LLM limitations.

BiomedicalDatasetLLM
0 likes · 9 min read
What Makes BiomedSQL and LogicCat the Toughest Text‑to‑SQL Benchmarks for LLMs?