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▶ 0:29 · $TRAJECTORY · Trajectory co-founder argues continual learning closes AI agent experience gap
episode briefing
Sequoia Capital

Closing the Experience Gap: Why Smart AI Agents Still Feel New on the Job | Trajectory

2026-08-13 · 1 company · 11 thematic
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speakers
arjun

Co-founder of Trajectory, building a platform for continual learning for AI agents. Previously worked at Apple on differential privacy. Co-founded with Ronak (ex-One Surf, Train Speed 1) and Michael (ex-DeepMind robotics).

quote
“We're Trajectory and we're building the platform for continual learning. Who are we? I think we're working on like a really really cool mission and that's the most fun part. The second most fun part is I get to do this with my two best fri…”
—arjun
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Trajectory co-founder argues continual learning closes AI agent experience gap
Trajectory builds a platform for continual learning that captures real agent interactions, converts them into model specs, and uses RL algorithms like SDPO to improve models and h…