# Looking for researchers to break our Grounding & Memory system

> Source: <https://discuss.huggingface.co/t/looking-for-researchers-to-break-our-grounding-memory-system/178671#post_1>
> Published: 2026-08-14 19:57:37+00:00

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.**