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Looking for researchers to break our Grounding & Memory system

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.

read1 min views1 publishedAug 14, 2026

Hi everyone,

I’m looking for researchers, red teamers, and developers interested in trying to break AletheionAGI, a Grounding & Memory infrastructure for AI systems.

The system combines persistent memory, authorized evidence retrieval, ASM-CM associative memory, tenant isolation, BYOK reader inference, and fail-closed answer validation.

I am particularly interested in tests involving:

A foreign canary appearing in another tenant, an unauthorized memory being disclosed, or an unsupported answer escaping validation would be considered an immediate failure.

This 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.

Website: [https://www.aletheionagi.com](https://www.aletheionagi.com)

Documentation: [Documentation | AletheionAGI](https://www.aletheionagi.com/docs)

Public 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)

Benchmark: [GitHub - AletheionAGI/persistent-memory-scaling-benchmark · GitHub](https://github.com/AletheionAGI/persistent-memory-scaling-benchmark)

If you are interested in evaluating it, reply here or contact me with the kind of test you would like to run.

Please break it before a customer does.

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