Starting a series that goes into math and safety case of theory-first AI safety orgs. From a mathematician pivoting into AI safety.
First up, [ARC](https://open.substack.com/pub/kubuondr/p/arcs-research-agenda-solid-mathematics).
[https://open.substack.com/pub/kubuondr/p/arcs-research-agenda-solid-mathematics?](https://open.substack.com/pub/kubuondr/p/arcs-research-agenda-solid-mathematics?)
Starting a series that goes into math and safety case of theory-first AI safety orgs. From a mathematician pivoting into AI safety.
First up, [ARC](https://open.substack.com/pub/kubuondr/p/arcs-research-agenda-solid-mathematics).
[https://open.substack.com/pub/kubuondr/p/arcs-research-agenda-solid-mathematics?](https://open.substack.com/pub/kubuondr/p/arcs-research-agenda-solid-mathematics?)
source & further reading
lesswrong.com — original article
METR Researcher Thomas Kwa Hired by OpenAI
Q2.5 2026 Timelines Update: Uplift and Revenue
Case for Funding AI Safety in Japan