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Visual Para-Thinker++: A Single-Policy Multi-Agent Framework for Visual Reasoning
Announce Type: new Abstract: Visual reasoning requires integrating evidence distributed across regions, attributes, and relations, making single-chain reasoning prone to early perceptual commitment and hallucination. We propose Visual Para-Thinker++, a single-policy multi-agent framework in which one shared MLLM policy is instantiated as role-conditioned Main, Worker, and Summary Agents. The Main Agent decomposes the task with fixed allocation patterns; Worker Agents reason in parallel under...
AI layoffs may be backfiring on companies
A lot of workers have had the same uneasy thought lately: "Is AI coming for my job?" It is a fair question. Companies keep talking about automation, AI agents and lower costs. Some workers hear that and wonder whether their next performance review will come with a chatbot-shaped shadow in the room.However, a new Gartner study suggests the story may be more complicated.
Amazon engineer criticises company for $200B AI spending after slashing 30,000 workers
A group of Amazon engineers have stood up against their own employer at a Seattle City Council hearing, criticising tech giants for pouring hundreds of billions of dollars into artificial intelligence (AI) infrastructure while simultaneously slashing thousands of human staff. According to a report by Fortune, the workers pointed out an ‘irony’: Big Tech companies are spending historical amounts of capital to build data centres, all to power the very AI agents designed to replace the workers...
New U.S. college grads now have higher unemployment than the average worker
New U.S. college grads now have higher unemployment than the average worker Part of Teaching an AI Agent to Make Beautiful Charts A fresh college degree used to come with a quiet edge in the job market. New grads had better odds of landing work than the average worker, and that edge held for as long as anyone tracked it.
VoidZero Is Joining Cloudflare
VoidZero, the company behind Vite, Vitest, Rolldown, Oxc, and Vite+, is joining Cloudflare. As part of this change, all team members of VoidZero are joining Cloudflare, too. Before saying anything else, we want to make the most important thing clear: Vite, Vitest, Rolldown, Oxc, and Vite+ will stay open source, vendor-agnostic, and community-driven.
‘We want fans to know the risks’: US immigrant rights groups mobilize across World Cup host cities amid ICE fears
More than 120 groups issued warning to 10 million visitors about ‘serious rights violations’ under TrumpWith the Fifa World Cup just two weeks away, immigrant rights advocates in the 11 US host cities are mobilizing to protect fans and residents from immigration enforcement activities this summer. In Los Angeles, a labor union representing more than 2,000 hospitality workers at SoFi Stadium is threatening to strike if agents do not stay away from the venue, which is expected to draw about...
Agentic AI and Human-in-the-Loop Interventions: Field Experimental Evidence from Alibaba's Customer Service Operations
Announce Type: replace Abstract: Agentic AI systems that autonomously perform service tasks are entering customer service operations. However, limited evidence exists on how human interventions shape service outcomes when agentic AI failures create both cognitive and emotional consequences. We study this issue through a randomized field experiment on Alibaba's Taobao platform.
Traj-Evolve: A Self-Evolving Multi-Agent System for Patient Trajectory Modeling in Lung Cancer Early Detection
arXiv:2606.02812v1 Announce Type: new Abstract: Modeling patient trajectories from longitudinal electronic health records (EHRs) requires reasoning over sparse, noisy, and long-context multimodal sequences. Existing LLM-based multi-agent systems address context length but process patients in isolation, failing to mirror how clinicians leverage accumulated experience from similar prior cases. We present Traj-Evolve, a self-evolving multi-agent system with two complementary evolving mechanisms.
JPMorgan Chase plans to deploy more powerful AI agents this year
JPMorgan Chase plans to deploy artificial intelligence agents later this year that can work autonomously for far longer than existing versions, marking another milestone in the corporate adoption of AI, CNBC has learned exclusively. AI agents are evolving from tools that complete single tasks to digital workers that manage workflows across multiple steps and disparate software programs, Derek Waldron, JPMorgan chief analytics officer, told CNBC in an interview. "We've entered now the era of...
World Cup: No ICE deployment; extra security for Iran games in Los Angeles
World Cup: No ICE deployment; extra security for Iran games in Los Angeles Federal agents will be present during the World Cup but immigration enforcement will not occur, county sheriff says. Civil immigration enforcement will not take place at FIFA World Cup games or events in Los Angeles, federal officials have told Los Angeles County Sheriff Robert Luna, following protests by a union representing stadium workers over fears of anti-immigrant crackdowns. Outlining security plans for the...