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Kazik's avatar

Interesting framing. It connects directly to Gupta/Garg's "context graphs" piece you linked - the next platforms won't be systems of record for data, but for decisions: the reasoning and precedents that currently live in people's heads.

We're building exactly this at Xemantic. Our open-source Golem XIV (https://github.com/xemantic/golem-xiv) uses Neo4j knowledge graphs as persistent decision memory, with agents expressing reasoning through executable Golem Script (internal programming language expressing cognitive process) - every decision trace is replayable by construction, and the architecture is LLM-independent. Legal tech is our first domain. German federal law is pure precedent and exception logic, exactly the signal Gupta identifies. Autonomous scientific research comes as a next frontier.

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