Cognitive Memory Architecture for Autonomous AI Agents
Remember. Reason. Resist hallucination.
EXIA GHOST is not a memory add-on. It is a complete cognitive architecture — 8-stage pipeline, causal reasoning, anti-hallucination contract, ethical guardian. Built for agents that must remember, decide, and resist fabrication.
F1 71.99% — first independent evaluation of the HaluMem benchmark. Precision 92.90%, recall 58.76% (weighted 75.94%).
Judge: GPT-4o | 1 user, 65 sessions | Raw scores published in repo
85.8% across all 5 categories; 84.16% full pipeline (cats 1-4, corrected); Category 5 adversarial: 319/446 = 71.52%.
10 conversations | Multi-hop, temporal, world knowledge, adversarial | Raw per-question data published
A complete cognitive memory architecture for autonomous AI agents. Five specialized memory types work in concert with causal emergence and recursive self-improvement — each cycle sharpens the next. An independent safety and ethics guardian operates outside the main pipeline, with veto authority over every output. The result: a cognitive pipeline that wraps the LLM, controls its behavior, and reduces hallucinations at the architectural level.
Patent pending (INPI France) | Proven across 6 LLM backends
EXIA GHOST is available for licensing, integration, and strategic partnership.