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Will the Agent Recuse Itself? Measuring LLM-Agent Compliance with In-Band Access-Deny Signals

arXiv:2606.06460v1 Announce Type: new Abstract: As autonomous LLM agents increasingly hold real credentials and operate infrastructure without a human in the loop, operators have no standard way to tell an agent that a resource is off-limits. Access controls either let the agent in (it has valid credentials) or hard-fail it (indistinguishable from any other client). We propose a third mode: a lightweight, published in-band deny signal -- the Recuse Signal -- that a server emits over a...

arXiv CS 5d ago

Lawmakers pile pressure on Commission over AI envoy appointment

Dozens of European Parliament lawmakers have pressed the European Commission for more details on the appointment of Siemens chair Jim Hagemann Snabe as the Commission’s AI envoy, citing conflict-of-interest concerns. Forty lawmakers, mainly from the Greens, Socialists & Democrats, Renew and The Left, asked for the “mandate, selection and conflict-of-interest assessment” behind the appointment of the chair of Siemens’ supervisory board as the Commission’s...

Politico EU 1d ago

How to Save the Supreme Court From Itself

Subscribe here: Apple Podcasts | Spotify | YouTubeIn this episode of The David Frum Show, The Atlantic’s David Frum opens with his thoughts on growing extremism in the Democratic Party. Frum compares this to the paranoia and conspiratorial thinking that cost the Republican Party dearly in the 2010s and cautions the Democrats against making the same mistakes. Then David is joined by Kate Shaw, a co-host of the podcast Strict Scrutiny and a professor of law at University of Pennsylvania Carey...

The Atlantic 7d ago

Texas Tech’s Brendan Sorsby won Round 2, but the NCAA is coming back swinging in landmark case

After a judge granted a preliminary injunction that will allow Brendan Sorsby to play this upcoming season for Texas Tech, the NCAA has already filed a notice of appeal in the Seventh District of Texas that signals this fight is only entering round three. The ruling from Judge Ken Curry sent shockwaves through college athletics, with multiple Big 12 athletic directors expressing frustration over the decision. Brendan Sorsby wins court injunction against the NCAA despite betting on his own...

Fox News 1d ago

Von der Leyen’s AI pick triggers conflict-of-interest criticism

BRUSSELS — The appointment of Siemens’ chairman as a European Commission adviser on industrial AI is triggering a backlash in Brussels, weeks after the German engineering giant helped secure a rollback of the EU’s AI rules. “My first reaction was just: Wow,” said Kim van Sparrentak, a Dutch lawmaker who led the work on the AI file for the Greens in the European Parliament.  “They fought hard against AI rules for themselves, they lobby against technological sovereignty,...

Politico EU 6d ago