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...
Senate investigation challenges data center cost-sharing practices
A yearlong Senate investigation found that none of seven major data center developers would agree to pay for all new power infrastructure that would be unnecessary without their projects, according to findings first shared with TI...
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...


