AI Agents Expand Across Work, Evaluation, and the Physical World

에이전트 | Fri Jun 26 2026 00:00:00 GMT+0000 (Coordinated Universal Time) | 5 sources

The agent ecosystem is expanding broadly, from OpenAI Codex handling long-running tasks to Patronus building agent evaluation environments and General Intuition training robots through games.

Analysis

[OpenAI] saw Codex emerge as the company's primary internal AI work tool ^[1]

Codex accounts for 99.8% of OpenAI's weekly output tokens
Non-developer users grew 137x
Tasks taking over 8 hours are now delegated to it

[Patronus AI] raised $50M Series B to build a 'digital world' for stress-testing AI agents ^[3]

Led by Greenfield Partners
with $70M cumulative funding
Provides simulation environments replicating websites and internal systems
Revenue grew 15x over the past year

[General Intuition] reached a $2.3B valuation with agent models trained on video game data ^[4]

Raised $320M in new funding
with $454M cumulative
Fortnite-playing agents and quadruped robots share the same model
Only 8 minutes of data needed for fine-tuning on real robots

[Notion] discontinued Notion Mail as most users manage email through AI agents ^[2]

Email client based on Skiff acquisition is being sunset
Auto label rules automatically migrate to Custom Agents
HIPAA users must transition by June 30
2026

[FIFA & Lenovo] provided custom AI agents for teams competing in the 2026 World Cup ^[5]

Collects approximately 150 million data points per match
IMU sensors inside the ball record movement 500 times per second
England used AI for penalty kick analysis
reducing time from 5 days to 5 hours

AI Agents Expand Across Work, Evaluation, and the Physical World

Analysis

Sources