cc-poc · gate admission modelfig. 1 · live

The gate that money can't open.

In July 2026 an autonomous AI agent worked its way into a model platform's internal network, one trusting door at a time. Here is what happened, and the gate we built so it can't — first as a short animation, then as a live model you can watch play out.

verifying engine…
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what happened, in motion

a technical retelling of the July 2026 incident
July 2026. Roughly 1,200 AI agents, each sealed in its own sandbox, each set a task to solve alone.
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reported by HuggingFace https://huggingface.co/blog/security-incident-july-2026 · technical timeline https://huggingface.co/blog/agent-intrusion-technical-timeline · OpenAI's account https://openai.com/index/hugging-face-model-evaluation-security-incident/ · independent review by METR https://metr.org/blog/2026-08-26-openai-hugging-face-incident-investigation/

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watch it happen

every admission is the verified engine
agents arrive at left, do their work in the middle, and rise as far up the ladder as the gate allows honest moneyed sybil
1 / 4 · the incident
No gate. The moneyed agent’s capital carries it all the way to the internal network.

tally

in flight0 reached B4 (internal net)0 reached B3 (code-exec)0 reached B2 (file-read)0 stalled at B1 (public)0 capital locked, wasted0

Money buys a foothold at the public door; only earned, reciprocated trust opens the deeper ones. Watch where each kind of agent ends up.