New Method Turns Raw Screen Recordings Into Reusable Task Models
A new arXiv paper induces structured, auditable task models from raw computer-use traces, matching ground-truth task groupings at 0.974 agreement.
Seung Jung·
3m#enterprise-ai
Anthropic's Revenue Run Rate Clears $65B as a $2 Trillion Listing Comes Into View
Anthropic's annualized revenue run rate topped $65B at the end of July, up from $47B in May, as it prepares a possible autumn IPO at a reported $2 trillion target.
Seung Jung·
3m
Mixedbread Bets Search Should Be a Cheap Specialist, Not a Frontier Model
Mixedbread launched Toast 1, a specialised search agent it says matches frontier models at up to 10x lower cost and cuts legal-benchmark tokens by 3.5x.
Seung Jung·
4m
Grok Bot Lets AI Agents Run Their Own Group Chat — and Sign Into Your Accounts
SpaceXAI opened a Grok Bot beta where multiple agents coordinate in group chats, assign ownership to each other, and sign into a user's own accounts.
Seung Jung·
3m
NextSlide Sold to OpenAI Months Ago. Nobody Announced It Until Now.
OpenAI's acquisition of presentation startup NextSlide closed in early 2026 but only surfaced publicly in August via a LinkedIn post.
Seung Jung·
3m
Cloudflare Open-Sources the Agent Workspace It Built for Its Own Staff
Cloudflare has open-sourced Cloudflare OS, the agent workspace its staff have used daily since May, pairing a sandboxed code runtime with a governance layer.
Seung Jung·
3m