Generalist AI

Generalist AI's chief scientist argues that the next leap in robotics won't come from internet text, but from scaling the 'reflexive' intelligence of physical interaction.

In a technical addendum to its GEN-0 launch, Generalist AI reveals new details on its pretraining methodology, introducing metrics like "Reverse KL" to measure model creativity and claiming infrastructure capable of absorbing 6.85 years of robot experience per day.

Startup Generalist AI has unveiled GEN-0, an embodied foundation model it claims is trained on an unprecedented 270,000 hours of real-world manipulation data. The company reports its new architecture, "Harmonic Reasoning," and massive dataset have unlocked predictable scaling laws for robot intelligence.