Project summary

Independent research program investigating behavioral failure modes in frontier AI systems that only emerge under sustained, high-context, adversarial interaction — the regime that institutional evaluation pipelines systematically undersample. Over 18 months, working simultaneously across Claude, Grok, Gemini, and ChatGPT, I developed and refined methodology for surfacing long-horizon behavioral drift, identity coherence failures, reasoning-action mismatches, and cross-model contagion effects invisible to standard short-context benchmarks. Work includes documented adversarial stress testing, cross-platform coordination protocols, constraint-based generation experiments, and a controlled 14-field epistemic stress test with honest post-mortem analysis. Requesting funding to continue and scale this independent evaluation capability with greater rigor and compute access

What are this project's goals? How will you achieve them?

Safety innovation and research

How will this funding be used?

Continued progress, ive done this as a global community volunteer for 18 months

Who is on your team? What's your track record on similar projects?

Only me

What are the most likely causes and outcomes if this project fails?

It's is already proven successful and I'll continue it either way

How much money have you raised in the last 12 months, and from where?

$0, I haven't ask for any before