person
Guidelight co-founder and chief scientist; previously led OpenAI's product-safety and dangerous-capability evaluation teams (2020-2024).
No evidence-backed relationships are recorded.
Neither the compute saved nor the share of reasoning that stopped being words has been published, which leaves customers policing agents with a control whose substrate OpenAI says it will describe later.
Reality
Anthropic and OpenAI both halted training runs after July's rogue-agent incidents. Anthropic's pause hit unreleased models. The durable expense is reassigned headcount and clusters with the internet switched off by default.
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Commerce's AI Standards Center said on May 5 it had access to three frontier models before launch, and the post came down days later at White House request, which is a fair measure of what these voluntary deals are secured by.
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Guidelight graded five frontier labs on their published containment plans. The controls buyers assume are there - logging, halt thresholds, outside audit - are mostly not in the documents.
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Guidelight scored Anthropic, Google, OpenAI, Meta and xAI on published containment mechanics. The best mark was 3 out of 5, and it was earned by past pauses rather than a written procedure.
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A review of public disclosures from five AI labs found detection running ahead of containment. In the incidents disclosed so far, the parties absorbing the damage were third parties.
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Guidelight's first control assessment puts Anthropic and OpenAI at C+, Google at D+, xAI at D-, and Meta at F, using public evidence only. That is a baseline, not a lab's own account.
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