Why LLM steerability beats specialized models in generative bio design pipelines

chaitjo · x · 2026-11-02

In a debate on AI for biology, Ishaan Ganti argues that while specialized models may win at protein folding specifically, LLM steerability is a big advantage over specialized models for generative bio tasks in design pipelines—e.g., inverse-folding a backbone while enforcing ligand selectivity constraints.

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