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$51.5M · AI/Robotics + Trajectory

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Trajectory

trajectory.ai · San Francisco, CA · Continual-learning platform that customizes open-source models and optimizes AI agent 'harnesses'

$40MMember of Technical Staff–GeneralistMTS–Research (post-training/RL)

What they're building

A software platform that automates customization of open-source models and optimizes the programmatic 'harnesses' agents use for tools/actions. Proprietary SDPO (self-distillation policy optimization) ingests human-in-the-loop corrections to update agent decision paths; also open-sourced 'Continuous LoRA' framework that halves training time via concurrent jobs.

Why this matters

Malde reportedly left ~$2B in unvested Google equity to start Trajectory; his thesis (every product becomes a 'living system' improving with every user interaction) parallels Satya Nadella's 'token capital' argument. Sequoia leading a back-to-back round nine weeks after seed, with NVIDIA strategic participation, signals scarcity-priced bet on continual learning as core AI infrastructure.

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