Unverified50% confidenceTradeoffExact time
Once model weights are made public they cannot be taken back, nor can they be patched like software, meaning any potential misuse capabilities are permanently released.
1
Sources
50%
Confidence
Long-term
Relevance
9/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedOnce model weights are publicly released, safety restrictions can be removed through fine-tuning; research shows that as few as a small number (sometimes fewer than 100) of harmful instruction-response pairs combined with techniques such as LoRA can remove safety restrictions.61% similarUnverifiedThe copyright ownership of model weights remains in a legal vacuum globally, with no authoritative ruling yet on whether model weights themselves constitute protectable creative expression.57% similarUnverifiedNo third party can truly provide 'permanently valid' official Cursor permissions, because Cursor's subscription system, model invocation rules, and risk-control policies are continuously adjusted.57% similarUnverifiedSome Hacker News commenters believe that any company's promise of permanent retention is fundamentally subject to changes in the business and legal environment, and carries no absolute guarantee.55% similarUnverifiedACN authorization is revocable and context ownership never transfers; the original agent can revoke access permissions at any time.55% similar
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