{"slug": "looking-for-researchers-to-break-our-grounding-memory-system", "title": "Looking for researchers to break our Grounding & Memory system", "summary": "AletheionAGI, a Grounding & Memory infrastructure for AI systems, is inviting researchers, red teamers, and developers to attempt to break its system in a controlled preliminary release, with failures such as cross-tenant data leakage or unsupported answers considered immediate failures. The company emphasizes that reproducible failures are welcome to improve the system and its evaluation protocol.", "body_md": "Hi everyone,\n\nI’m looking for researchers, red teamers, and developers interested in trying to break **AletheionAGI**, a Grounding & Memory infrastructure for AI systems.\n\nThe system combines persistent memory, authorized evidence retrieval, ASM-CM associative memory, tenant isolation, BYOK reader inference, and fail-closed answer validation.\n\nI am particularly interested in tests involving:\n\nA foreign canary appearing in another tenant, an unauthorized memory being disclosed, or an unsupported answer escaping validation would be considered an immediate failure.\n\nThis is currently a **controlled preliminary release**, not a claim of universal safety. Reproducible failures are genuinely welcome—they will help improve the system and its evaluation protocol.\n\nWebsite: [https://www.aletheionagi.com](https://www.aletheionagi.com)\n\nDocumentation: [Documentation | AletheionAGI](https://www.aletheionagi.com/docs)\n\nPublic ASM research: [GitHub - AletheionAGI/ASM: Aletheion State Models: an attention-free causal state-model research family derived from DRM, evaluated through ablations and scaling laws. · GitHub](https://github.com/AletheionAGI/ASM)\n\nBenchmark: [GitHub - AletheionAGI/persistent-memory-scaling-benchmark · GitHub](https://github.com/AletheionAGI/persistent-memory-scaling-benchmark)\n\nIf you are interested in evaluating it, reply here or contact me with the kind of test you would like to run.\n\n**Please break it before a customer does.**", "url": "https://wpnews.pro/news/looking-for-researchers-to-break-our-grounding-memory-system", "canonical_source": "https://discuss.huggingface.co/t/looking-for-researchers-to-break-our-grounding-memory-system/178671#post_1", "published_at": "2026-08-14 19:57:37+00:00", "updated_at": "2026-08-14 20:12:20.177030+00:00", "lang": "en", "topics": ["ai-safety", "ai-research", "ai-infrastructure"], "entities": ["AletheionAGI"], "alternates": {"html": "https://wpnews.pro/news/looking-for-researchers-to-break-our-grounding-memory-system", "markdown": "https://wpnews.pro/news/looking-for-researchers-to-break-our-grounding-memory-system.md", "text": "https://wpnews.pro/news/looking-for-researchers-to-break-our-grounding-memory-system.txt", "jsonld": "https://wpnews.pro/news/looking-for-researchers-to-break-our-grounding-memory-system.jsonld"}}