ai& and Tenstorrent launch JapanFold: 8 open bio AI models free for Japanese researchers
DavidBennett__ · x · 2026-09-25
Japanese company ai&, together with Tenstorrent, launched JapanFold, a unified platform offering 8 open-source biology AI models — covering structure prediction, molecular interactions, binder design, and protein search/classification — free for researchers, universities, and institutes in Japan via browser, common API, or AI agents, with ai& covering inference costs.
The accompanying blog details how biology models differ from LLMs in serving: folding workloads are compute-bound rather than memory-bandwidth/KV-cache bound. A single protein structure prediction requires large-scale sequence database search, amino-acid relation computation, and multiple structure candidates; batch processing thousands of predictions relies on caching and input-size-aware job scheduling. It's ai&'s first step into AI for Science.
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