- What changed
- DeepSeek published a method for training AI agents at scale using about 3 million sandboxes daily.
- Why you should care
- Agent safety claims require scrutiny as no mechanism prevents all misbehaviour at scale.
- Your move
- Watch. Assess real-world safety trade-offs before scaling agent deployments.
- What to watch next
- Independent replication of DeepSeek’s agent training results with safety audits.
- Event
- research
- Event date
- Sep 23, 2026
- Relevant to
- General AI readers