long horizon tasks

1 statements across 1 episodes · 0 bullish · 0 bearish · 1 people on the record · first statement Jan 15, 2026 by Pavel Izmailov · across every show →

Everything said about long horizon tasks, oldest first

Jan 15, 2026
Insight
Izmailov: Effective long-horizon AI tasks currently require multi-agent harness orchestration
“In terms of the methods that are working well, I think, yeah, right now it would involve some kind of a harness with a bunch of agents that interact or that sequentially solve the task, and there has to be some kind of orchestration or maybe like some initial …”
Pavel Izmailov Jan 15, 2026 ▶ 31:23 The Evaluators Are Being Evaluated — Pavel Izmailov (Anthropic/NYU)
Made with StarZero

Turn any episode into a week of clips.

This entire site, over 400 conversations transcribed, diarized, checked and made playable, runs on the StarZero media pipeline. Drop in your own episode and the podcast clipper finds the moments worth sharing, cuts them, captions them, and reframes them for every feed.