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...
Anthropic launches free open-source scans and infrastructure defense program
Anthropic launched a free service that periodically scans enrolled open-source projects for vulnerabilities and a program that supplies Claude models, on-site engineers and threat research to providers securing critical infrastruc...
Oracle uses trucked gas to power AI sites awaiting pipelines
Oracle is trucking compressed natural gas to AI data centers that lack pipeline connections, The Next Web reports. Deliveries kept a site outside Salt Lake City moving for more than a year and are powering early work at an OpenAI ...
NVIDIA details session-aware routing for agent workloads in Dynamo
NVIDIA says its Dynamo inference software now links an agent's repeated model requests through a shared session identifier, supporting routing and memory management across an entire task. Claude Code, Codex and OpenCode supply com...