Why it matters
Everyone wants agents that handle long horizon work, but Rayan Garg starts with the awkward question of what long horizon even means.
My takeaway: Rethinking Environments for Long-Horizon Work — Rayan Garg, Theta Software is an agent-security signal. The practical read is that autonomy, memory, tool permissions, and third-party integrations are the control surface that needs threat modeling and monitoring.