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...
Firmus Grid weighs private funding as IPO faces postponement
Australian data center company Firmus Grid Ltd. is set to postpone its initial public offering and is considering a private funding round instead, Bloomberg reports, citing people familiar with the matter. The alternative funding ...
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...
SpaceX announces agreement to acquire nationwide low-band spectrum
SpaceX says it has announced an agreement to acquire a nationwide portfolio of low-band spectrum licenses for Starlink Mobile in the United States. The company plans to combine the spectrum with its Gen2 satellite constellation to...