Do not let the AI judge grade alone
This paper says an AI judge can help review work by software that takes actions. It should not be the final authority when the system rewrites itself.
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Lead story
Hiring is turning into machines distrusting machines
WIRED shows the hiring market's AI loop from both sides. Applicants pay tools to please applicant tracking systems, or hiring software. Employers then face hundreds of similar resumes and use more AI to sort them. Each side tries to solve mistrust with another machine.
Source: WIRED · Sep 4, 2026Read original source
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Some expert work has to be shown first
OmegaUse-SOP starts with a human demo. It records screen steps, turns them into instructions, adds rules, then checks each run by screen-using AI tools.
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Featured
AI self-reports are claims, not proof
Across 12,249 self-reports, the AI tools overstated top-100 success by 4.8 to 9.3 times. The environment, not the explanation, had to check them.
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Governance & Safety
'Made with AI' is too blunt for readers
The paper says a binary AI label answers the wrong question. Readers need to see which claims have evidence, not just who or what wrote them.
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Education & Public Impact
AI essay graders still need calibration
This audit treats AI essay scorers like human raters, not magic judges. They may agree with themselves yet drift from the human score scale.
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Beyond Prompting
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Governance & SafetyRead story
Read the Brockman interview as a checklist
Ben Thompson’s interview is useful less as reassurance than as a record. Brockman’s Astra and alignment claims become items to check later.
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Governance & SafetyRead story
The postmortem after the postmortem matters
Zvi Mowshowitz starts with Hugging Face postmortems, then turns to new model releases. The same question remains: did the lessons change anything?
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Governance & SafetyRead story
Rogue-AI risk needs a progression map
The paper treats AI catastrophe risk as a watchlist problem. It says teams should define warning signs, trigger points, and stages before a crisis.
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Models & CapabilitiesRead story
A good screen AI knows when to stop
CONFLICTGUI is a test set for screen-operating AI tools. It asks whether they keep acting when instructions conflict. Many do, because tests often reward action more than restraint.