Preprint proposes matrix compression method that matches or improves standard approximation
Researchers report a matrix compression method that matches or improves truncated singular value decomposition, which represents data with a smaller low-rank approximation, at equal parameter cost. Their preprint tests the method ...
Preprint reports schema-free generation of valid enterprise test data
Researchers report in an arXiv preprint that their Generalist Populator agent generated enterprise data with 100% constraint satisfaction and 0.88 average marginal fidelity across ten simulated environments without accessing datab...
Preprint reports task-completion gains from agent-generated interfaces
Researchers report in an arXiv preprint that training an agent to generate interactive interfaces improved a 4B model's Pass@3 task-completion score from 9.33% to 58.00%. Their GenUI-Harness pairs an agent that retrieves informati...
Arena raises $200 million at $3.1 billion valuation
Arena Intelligence, the startup behind an AI model leaderboard, has raised $200 million at a $3.1 billion valuation, Bloomberg reported. Lightspeed Venture Partners and Khosla Ventures led the financing, with Salesforce Ventures a...
McDonald's faces antitrust suit over AI menu-pricing tools
A proposed class action filed this week in Chicago federal court alleges that McDonald's uses AI-powered pricing tools to coordinate menu prices among independently owned restaurants. The lawsuit says franchisees face pressure to ...
Anthropic to lift blanket campaign-targeting ban and add hardware safety requirements
Anthropic published a revised Claude Usage Policy that removes its blanket prohibition on personalized vote and campaign targeting and adds requirements for autonomous hardware capable of causing injury. The policy takes effect on...