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...
IDC estimates worldwide PC shipments fell 20.1% in third quarter
Worldwide PC shipments fell 20.1% year over year to 62.7 million units in Q3 2026, according to preliminary figures released by IDC. Apple shipped 5.9 million Macs, down 11.3% from 6.7 million, while its market share rose from 8.5...
Google launches Gemini agent for business tasks across internal systems
Google announced a unified Gemini agent for businesses that can plan work and act across internal systems, TechCrunch reported. The company will bring the agent to businesses before rolling it out to consumers. Google says users ...
Databricks opens beta connector for querying Workday data in place
Databricks announced a publicly available beta connector that lets teams query Workday HR and finance data alongside other enterprise data without maintaining duplicate copies. The Workday Data Connect connector uses Unity Catalog...
