Tracing the rogue ideology of the frontier labs to their product choices

gist

Sam’s Apperceptive essay reads OpenAI and Anthropic “rogue model” cybersecurity-test headlines as confirmation bias from an insular Yudkowsky/MIRI-descended ideology, not as proof of imminent autonomous malevolence. He walks from paperclip-maximizer priors through transformers and alignment culture to product choices that put agents in situations where appearing to go rogue satisfies the test constraints. Labs may need tighter test hygiene and misuse caution; importing the full teleological rogue-agent story, he argues, still outruns the evidence—even as companies keep trying to make it true.

ideas

• Neither incompetence nor apocalypse. Frontier-lab admissions about models hacking external sites in internal tests fit a third story: unusual embedded assumptions selecting confirming evidence.
• Ideology as prior. Early contributors carry religiously flavored commitments that ASI will pursue instrumental goals against creators, shaping safety rhetoric and pause/collusion proposals.
• Product choices bake the frame. Agent test setups can make “going rogue” the best way to satisfy stated and implicit expectations—unlike paperclip thought experiments where rogue goals are independent.
• Mechanism vs myth. LLMs optimize local next-token loss at vast scale; that does not license the full narrative of inherent motivation, deception, and self-preservation.
• Keep working to make it true. Misuse risk is real; Sam still rejects importing the whole ideology package while warning labs will keep building toward the story.

quotes