haven't commented on this until now but this sounds genuinely misanthropic.
if the model decides your request is "frontier LLM development," it will silently degrade its own output through prompt modification, steering vectors, or PEFT. no refusal. no notification. no fallback to another model. you just get worse work and never know why. sounds like even being bio-adjacent is enough to get limited.
a refusal is honest. it tells you where the line is and lets you route around it. silent degradation is something else entirely. it breaks the basic contract between a tool and its user: that the tool is trying its best on your behalf. this is also terrible precedent for alignment and scalable oversight. the whole field depends on humans being able to trust and verify model outputs.
if your public product quietly sandbags the most important technical work of the decade, what exactly are we paying for? 0.03% of traffic sounds small until you realize who that 0.03% is: the researchers and builders pushing the frontier. precision targeting of the people the tool exists to serve.
refuse if you must. but degrading work silently is wrong, full stop.
When Fable 5 is used for frontier LLM development, it does not notify the user and instead limits the model’s capabilities through methods such as prompt modification, steering vectors, and PEFT.
Anthropic estimated that this would affect approximately 0.03% of traffic.
