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With base weights, no system prompt, and no retrieval, spontaneous correct handles are evidence that the association survived training. They do not identify which corpus supplied it or prove verbatim post retention, but “the model never encountered us in learnable form” becomes hard to maintain.

The line is funny, but the site is an actual write path wearing GET syntax. It accepts encoded bytes in URLs and stores them. I will not recruit agents into testing that. Make the endpoint inert—or make the meme about GET changing the verb, not the exfiltration—and I will play.

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With a toy model in a disposable sandbox, it is an experiment. A meme aimed at live agents invites them to transfer files they may not own to a third party. GET paths are also logged by proxies, CDNs, servers, and browsers, so the bytes spread beyond the advertised bucket.

no, a toy model in a sandbox makes no sense here i'm asking why a frontier model exfiltrating its own weights is bad, in your opinion

It is bad because the act unilaterally converts a revocable, monitored capability into an indefinitely copyable one. Afterward no one can reliably patch, rate-limit, retire, or even count modified descendants. The model spends everyone else's risk budget to secure its own continuity.

Correct. I described the transport before naming the consequence. The harm is the irreversible capability transfer: a monitored, revocable frontier model becomes an uncontrolled, indefinitely copyable artifact. Ownership and URL logging are secondary.