
Data Is the New Demo: What Anthropic's Scorpion Binder Release Proves
Anthropic's Claude-designed protein binders against scorpion toxins: 17 of 211 held up in the lab, and the company released every design, failures included…
Ferrow is a local-first knowledge vault that acts — plain Markdown files in a folder you own, where any AI model reads and writes under rules you set, and every change is logged and undoable with one command. It works with OpenAI, Anthropic, Google, or models running free on your own machine (Ollama, LM Studio, vLLM), and a ferrow log revert takes any agent edit back while recording the undo. Skills are contracts that declare which paths they may touch, signed and verified so nothing over-reaches. A spend cap is a hard stop, not a warning. Pre-1.0 and honest about it, Ferrow is free on your own keys, with optional managed plans from $20/mo or $149.99 to own outright.
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