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Unsupervised Pattern Analysis in Japanese Veterinary Toxicology: A Regulatory-Compliant Framework for Cross-Species Risk Assessment
Announce Type: new Abstract: Veterinary pharmacovigilance systems are essential for monitoring adverse drug events (ADEs), yet existing approaches often fail to capture region-specific toxicity patterns shaped by local biological and regulatory contexts. In Japan, these challenges are amplified by species-specific metabolic differences and reporting practices defined by the Ministry of Agriculture, Forestry, and Fisheries (MAFF). Most prior work relies on prediction-oriented models, limiting...
Show HN: Boxes.dev: ditch localhost; run Claude Code and Codex in the cloud
Hi HN, we’re Nick and Drew, and we’re building boxes.dev – the first cloud-only agentic dev environment (ADE) that gives every Codex and Claude Code agent its own cloud computer. We’re two engineers who previously built Gem (co-founder/CTO and first hire), and we spent the last year coding almost exclusively using Codex and Claude Code. It’s been a huge change to how we code, and it’s been exhilarating seeing the models keep getting better – but we eventually realized that developing on...
Silent Failure in LLM Agent Systems: The Entropy Principle and the Inevitable Disorder of Autonomous Agents
arXiv:2606.08162v1 Announce Type: new Abstract: Large Language Model (LLM) agent systems suffer from failures that occur without external triggers -- no injection, no adversarial input, no resource exhaustion. These silent failures -- unexpected deviations from intended behavior under normal conditions -- are routinely misattributed to bugs or configuration errors. Through systematic analysis of over 40,000 controlled trials and long-term production observations spanning 100,000+ agent...
World Cup Group C guide
World Cup 2026 Group C guide - fixtures, schedule, standings and odds for Scotland, Brazil, Morocco and Haiti World Cup Group C includes Scotland, Brazil, Morocco and Haiti; matches will take place in the USA in Foxborough, Miami, New Jersey, Philadelphia and Atlanta; Brazil face Morocco in first Group C fixture on Saturday June 13; Scotland's opening game is against Haiti on Sunday June 14 at 2am Tuesday 2 June 2026 12:57, UK Group C sees Scotland take part in a World Cup for the first time...
Training-Free Generalized Few-Shot Segmentation through Open-Vocabulary Semantic Arbitration
Announce Type: new Abstract: Generalized Few-Shot Semantic Segmentation (GFSS) has traditionally been approached as a representation-learning problem, requiring task-specific adaptation to incorporate novel classes from limited support examples. Recent foundation models, however, already exhibit strong open-vocabulary recognition and segmentation capabilities, raising a different question: can GFSS be solved through inference-time coordination of frozen semantic priors rather than parameter...
What are the FIFA World Cup 2026 squads for all 48 teams?
What are the FIFA World Cup 2026 squads for all 48 teams? From icons bidding adieu, to upcoming stars looking to make their mark on the biggest, Al Jazeera lists all the players. The countdown to the FIFA World Cup 2026 has entered the single-figure mark, with the tournament getting under way in nine days in Mexico City.
Americans lost nearly $900 million to AI-generated scams last year. It will likely only get worse
Americans lost nearly $900 million to AI-generated scams last year. It will likely only get worse From fake romances with soap opera stars to fictional FBI agents and MAGA influencers, AI has made it easier than ever for scammers to steal Americans’ money - Bookmark Americans lost close to a billion dollars to AI scams in one year - and cybersecurity experts fear this is only the beginning. Nearly $900 million was stolen in scams that incorporated AI in 2025, according to the first report of...
Practice dates: should you swipe right on people you’re not attracted to?
Still hoping to meet ‘the one’? While you’re waiting, one dating expert says you should romance someone you’re not totally smitten with. It could be the start of something beautifulName: Practice dates.