Blog
Notes on AI × Bio, research tools, and whatever else I’m thinking about.
How Sidechain's entries to Arc's Virtual Cell Challenge 2026 were built one setting at a time: what each setting does to a predicted cell, why it was tried, and what the leaderboard said back.
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A solo entry to the Virtual Cell Challenge 2026 that runs like a small research group: one human, a handful of AI agents, and a ladder of models climbed one scored rung at a time.
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Explore why autoencoders shine; this post pairs plain-language basics with demos, figures, and a walkthrough video.
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ntEmbd turns nucleotide sequences into vector embeddings; explore training setup, benchmarks, and GitHub repo links.
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Trans-NanoSim captures nanopore transcript quirks; learn how benchmarks and simulations accelerate RNA tooling workflows.
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