The IOSurface Protocol
Biological neurons don’t output continuous numbers (like 0.75); they fire discrete, binary electrical spikes over time. STDP is a strict temporal rule:
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At the same time, companies like Harvey and Legora face an increasingly difficult strategic position. They now sit between incumbents with authoritative infrastructure, foundation model companies with enormous scale advantages, and Anthropic’s enterprise plugin ecosystem that can handle operational legal work. That is not an easy place to compete long term.
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