I analyzed 297k HN posts – your fate is sealed in 2 hours

Show HN: MedDiscovery – Autonomous hypothesis generator for dead-end diseases

I analyzed 297k HN posts – your fate is sealed in 2 hours is a business in show hn launch.

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Built an autonomous system that generates biomedical hypotheses by finding structural analogies across unrelated fields.Uses BioBERT + TinyLlama + DeepSeek to analyze papers, identify mechanism gaps, and propose novel therapeutic combinations.Tested on 6 "dead-end" conditions (DIPG, GBM, Alzheimer's, etc). The DIPG run found 5 Layer-3 hypotheses with mean novelty 0.73 across 682 sources.Looking for wet-lab collaborators to validate. Happy to answer questions about the architecture.

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Website: papers.ssrn.com/sol3/papers.cfm?abstract_id=5973574