What if we treat flow steps as RL actions?
What if we treat flow steps as RL actions? Combined with our “flow reversal” technique, this leads to a really clean & powerful recipe for flow offline RL! Thread
2026-06-20
All AI Pulse updates published on 2026-06-20.
10 signalsPR limits are live for repo admins
Repo admins can now cap how many open PRs a user without write access can have at once.
Final day as DNI, releasing Fauci documents
Releasing documents exposing how Dr. Fauci funded dangerous research at Wuhan lab.
Matthew Perry's reaction to Miriam's story
Matthew Perry's face when Miriam Margolyes recalls her story waiting to meet Laurence Olivier.
YouTube fights AI, raises creator fears
YouTube is fighting artificial intelligence, raising fears among human content creators.
Claude makes N8N, Zapier obsolete
Claude's update called Managed Agents changes how AI agents are built.
Silent $600 box runs AI agency
A silent $600 box runs an AI agency that clears around $16,000 a month, with no staff.
Snowflake's CMO doesn't use dashboards
Snowflake's CMO says dashboards are basically dead, only answering 'what happened'.
Update: reset usage limits for everyone
We've reset 5-hour and weekly usage limits for all plans. Enjoy your weekend!
Underrated source of devtool ideas
An underrated source of good startup devtool ideas: taking an old boring API and making it agent native.