#Business
Curated coverage on «Business»: releases, research, benchmarks, open-source.
Vercel launches Drives: agents get persistent storage of up to 16 TiB
Vercel Drives is now generally available for Sandbox on all plans. An agent can mount one disk in different environments and keep working with the same files. Sizes…
Vercel launches BYOC on AWS and an agent authorization beta as AI token usage quadruples
Vercel made BYOC on AWS generally available and opened a beta of Enterprise-Managed Authorization. Enterprise token spend on AI Gateway grew 4x in three months.
Lovable launches Deploy on Azure: your apps and data live in your own subscription
Lovable opened a private preview of Deploy on Azure: apps, database and logs run in the customer's subscription on AKS and PostgreSQL, while the editor and agent…
Anthropic: AI Agents Now Outnumber Employees 6 to 1, and Junior Hiring Is Shrinking
Vercel Shop Reaches GA: Shopify Storefronts Learn to Sell to AI Agents
Kunlun Wanwei launches Matrix-Game 4.0: a video model that plays in 480p at 60 FPS on a single GPU
Researchers Annotate 2,122 WildChat Conversations: 71.1% of Legal Chats Seek Personal Advice
StopLoss Cuts Off Doomed Coding-Agent Runs and Saves Up to 48% of Costs
StopLoss, a small external monitor, predicts agent failure from the latest steps and halts the run: 4.5% lower cost on Verified and up to 31% on SWE-bench Pro.
Anthropic to put 5% of its shares into a Public Benefit Fund, with the stake growing as the company grows
Anthropic is allocating 5% of its shares to a new Public Benefit Fund; the board may add 2% per 50% valuation gain. With founder and staff pledges, about 20% goes…
TokenGate speeds up LLM prefill by up to 11.3x with learnable token pruning
Vercel sets deadlines for vendors: static keys must go by 2027
AnyGameRenderer Dresses Gray AI Prototypes in Real Graphics and Keeps 62.9% of Units Intact
Claude Proves Safety of 123 Libraries at the RISC-V Machine-Code Level
Cohere Labs Tested AI With Riddles: 100+ Authors From 50 Countries Found Cultural Gaps
Cohere Labs' open project drew 100+ participants from 50+ countries. They wrote culture-specific riddles; models answered confidently but wrongly, and knew almost…
Cognition releases agent plugin to fix PHP and Node.js holes, including a CVSS 9.2 flaw
After the critical PHP2Shell flaws and a Node.js release fixing 10 CVEs, Cognition open-sourced a plugin that has Devin and other coding agents find and patch…