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Capability Advertisement as a Market for Lemons: A Trust Layer for Heterogeneous Agent Networks

Announce Type: new Abstract: Large language model (LLM) agents have begun to delegate work to one another. Protocols such as the Model Context Protocol (MCP) and the Agent2Agent protocol (A2A) let an agent publish what it can do and let others call it, and public registries of such agents are already appearing. These protocols assume an advertised capability is a static, truthful fact.

arXiv CS 7d ago

Leiden Declaration on Artificial Intelligence and Mathematics

Declaration text Leiden Declaration on Artificial Intelligence and Mathematics Preamble Technological developments have repeatedly transformed the practice of mathematics. Recent artificial intelligence technologies, including symbolic and neural methods for the generation and formalization of mathematics, may already have initiated a significant chapter in this long history. Among researchers, artificial intelligence has produced a wide range of reactions: enthusiasm for its potential to...

Hacker News 7d ago

Officeworks plan to offshore jobs 'about lower cost of labour', staff say

Officeworks plans to offshore Sydney jobs all about replacing staff with cheap labour, staff say Mon 1 Jun 2026 at 7:00am In short: Officeworks staff impacted by the company's plan to offshore some white-collar jobs say it is an attempt to cut labour costs. A spokeswoman for the company says the majority of roles, including its in-store and fulfilment centre jobs would remain in Australia.

ABC Australia 9d ago

Trump’s immigration enforcers look into buying ad data. Industry insiders fear what comes next.

The trillion-dollar industry that amasses and shares troves of Americans’ information is confronting a new ethical quandary — the Trump administration’s interest in wielding this data to potentially further its sweeping immigration agenda. Immigration and Customs Enforcement published a request for information in January seeking input on how “commercial Big Data and Ad Tech providers can directly support investigations,” a request that came as the administration was pursuing...

Politico EU 10d ago

US says 'more than capable' of resuming war, as peace deal remains elusive

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France 24 11d ago

Meta says it may withdraw its apps from New Mexico if judge agrees to the state's demands

Meta says it may withdraw its apps from New Mexico if judge agrees to the state's demands Sometimes, a threat lands as a threat. Other times, it comes off like, well, an advertisement for the New Mexico tourist bureau. In court filings (via SourceNM), Meta warned that if a judge sides with the NM Department of Justice in an upcoming bench trial, the company may be forced to shut down its apps for users in the state.

Engadget 40d ago

ByteDance loses key AI research leader behind Seed models amid monetisation push

Advertisement ByteDance loses key AI research leader behind Seed models amid monetisation push Gu Quanquan helped oversee the tech giant’s release of its latest flagship AI model, Seed 2.0 2-MIN READ2-MIN Listen A renowned artificial intelligence researcher who spearheaded foundational AI research for TikTok owner ByteDance has announced his departure from the company. The unexpected development comes as the firm is increasingly looking to monetise its core AI offerings, including...

South China Morning Post 8d ago

Foreign enemies have a shockingly simple way to track US troops overseas, lawmakers warn

A bipartisan group of lawmakers is demanding answers from the Pentagon after U.S. Central Command disclosed it had received multiple threat reports indicating foreign adversaries were exploiting commercially available location data to target or surveil American military personnel overseas. In a letter to War Department Chief Information Officer Kirsten Davies, lawmakers led by Sen. Ron Wyden, D-Ore., and Rep. Pat Harrigan, R-N.C., warned that the Pentagon "has not taken basic steps to...

Fox News 8d ago

Foreign enemies have a shockingly simple way to track US troops overseas, lawmakers warn

A bipartisan group of lawmakers is demanding answers from the Pentagon after U.S. Central Command disclosed it had received multiple threat reports indicating foreign adversaries were exploiting commercially available location data to target or surveil American military personnel overseas. In a letter to War Department Chief Information Officer Kirsten Davies, lawmakers led by Sen. Ron Wyden, D-Ore., and Rep. Pat Harrigan, R-N.C., warned that the Pentagon "has not taken basic steps to...

Fox News Politics 8d ago

Asia’s ‘NewSpace’ economy is about more than just exploration

Advertisement Opinion Asia’s ‘NewSpace’ economy is about more than just exploration Outer space is growing beyond a scientific frontier to become a forum for contests over sovereignty and economic security 3-MIN READ3-MIN Listen Yogi Putranto is head of the Fisheries Intelligence and Surveillance Task Force at Cilacap Marine and Fisheries Resources Surveillance Station in Indonesia’s Ministry of Marine Affairs and Fisheries. For decades, Asia’s ambitions in outer space were closely...

South China Morning Post 8d ago