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Learning to cooperate with emergent reputation via multi-agent reinforcement learning
arXiv:2606.04359v1 Announce Type: new Abstract: Reputation, the aggregation of peer assessments diffused through social networks, is a pivotal mechanism for promoting cooperation in social dilemmas ubiquitous to distributed multi-agent systems comprising agents with limited perception and cognitive capabilities. Exploring efficient reputation systems, comprising reputation assessment rules and reputation-based policies, is a long-standing challenge. Previous work assumes predefined...
The Smart TV in Your LivingRoom Is a Node in the AIScraping Economy
The work at Include Security has us working with AI day in and day out (hacking it, using it, training it, etc). We’re all aware of the community-level opposition happening against datacenters, aimed at improving AI capabilities, being built recently. What you might not be aware of are the distributed efforts to train AI that could be using the devices inside your home.
'It's a tribute to him': How the Padres' sale comp...
In his time as owner of the San Diego Padres, the late Peter Seidler spoke frequently with his general manager, A.J. Preller, about the repeated cycle of frustration the city's sports fans had experienced. "All the time," Preller said recently. Often, the Padres developed or collected stars, and with the notable exception of eight-time batting champion Tony Gwynn, they would trade players when they became more expensive or stand down as they departed as free agents.
Opinion-Driven Vaccination and Epidemic Dynamics on Heterogeneous Networks
arXiv:2603.24403v2 Announce Type: replace Abstract: Vaccination campaigns play a pivotal role in controlling infectious diseases. Their success, however, depends not only on vaccine efficacy and availability but also significantly on public opinion and the willingness of individuals to vaccinate. This paper investigates a coupled opinion-epidemic model on heterogeneous networks, where individual opinions influence vaccination probability, and opinions themselves evolve through a combination...
Anthropic CEO, who warns of AI-led mass layoffs, calls them a necessity
Anthropic CEO Dario Amodei has spent the better part of 2026 telling anyone with a microphone that AI is about to wipe out half of all entry-level white-collar jobs. Now, at the World Economic Forum in Davos, the man whose company is selling that very AI is no longer just warning about the layoffs. He's calling the policy response to them a necessity that will eventually steamroll partisan politics in the United States.
Gene ancestries reveal diverse microbial associations during eukaryogenesis
Abstract The origin of eukaryotes remains a central enigma in biology1. Continuing debates agree on the pivotal role of a symbiosis between an alphaproteobacterium and an Asgard archaeon2,3. However, the nature, timing and contributions of other potential bacterial partners4,5,6 and the role of interactions with viruses7,8,9 remain contentious.
A first-in-class pulsatile FXR agonist for bile-acid-related liver diseases
Abstract Nuclear receptors are central regulators of metabolism1, yet therapeutic strategies that enforce continuous receptor activation frequently lead to reduced efficacy and unacceptable toxicity. Here we report a first-principles drug design strategy that aligns pharmacokinetics with physiological signalling cycles. We developed linafexor, a potent non-bile-acid agonist of the farnesoid X receptor (FXR)2; it is engineered for rapid systemic clearance, which enables pulsatile receptor...
Microsoft’s AI chief says superintelligence is near, but won’t take your job
Today I’m talking with Mustafa Suleyman, the CEO of Microsoft AI. And I’m actually going to keep today’s intro short — I’m working from my wife’s family farm this week, as you’ll see in the video, but also this is a real burner of an episode. We covered everything from Mustafa’s approach to training new models to his criticisms of Anthropic talking about Claude as though it is conscious.
Alex Vindman Survived Trump’s Retaliation Machine. Now He’s Running for Senate
Alex Vindman knows a thing or two about pissing off President Donald Trump. In 2019, Vindman rose to national prominence when he served as a witness during Trump’s first impeachment trial. If you’ve lost track of that particular scandal, it’s the one involving Trump, Ukrainian president Volodymyr Zelensky, the Biden family … and Vindman listening in on a troubling phone call in his capacity as the director for European affairs on the National Security Council.