Agent Memory System Refuses Hallucinations with Provable Deletion and Auditability

External-Fee-8920 · reddit · 2026-08-25

This post introduces Fireweed, an MCP server designed to fix hallucinations in agent long-term memory. The core mechanism is "model proposes, code decides": agents must cite evidence for any claim; deterministic code verifies that the claim doesn't exceed the evidence, rejecting it if it does (e.g., adding "under duress"). It stores byte-level receipts for traceability and provides signed erasure certificates for forget operations. The author admits the code is early-stage, detailing critical bugs found and fixed before launch.

Related event: Fireweed: Deterministic Gate Keeps AI Agent Memory Hallucination-Free(3 posts)→

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