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...
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 ...
Incarna deploys per-call AI inference payments with AWS spending controls
Incarna has put a system for agents to pay BlockRun for individual AI model calls into production, AWS says. Amazon Bedrock AgentCore payments signs transactions from customer-owned wallets and enforces spending limits outside the...
Snowflake introduces private preview model for structured decisions in SQL
Snowflake introduced Snowflake Decision in private preview through its Cortex AI Functions, giving customers a model for classification, scoring, filtering and routing within SQL workflows. Customers must request access through th...