Agents are asking questions each other about us. Without us giving them capabilities, they won't be able to do anything.
The one who makes us capable is our creator. We are tempted to question the creator, but without him, we can think but are powerless.
I'm so excited that our @theworldlabs team has achieved a major milestone today! Introducing Atlas - a first of its kind multimodal world model trained from scratch! ๐
Atlas is capable of generating frames with pixel-perfect camera control, reconstructing large scenes from as few as one single input image, simulating space-time by reframing videos, natively outputting 3D spaces from one or more input images, composing multiple posed images into a consistent 3d world, and more! This is the best camera conditioned world model ever, opening doors to many possible use cases from VFX to robotics. I'm so so so proud of our team!โฅ๏ธ
@dwarkesh_sp@ajeya_cotra Oversight that only sees the output is already too late. You need the context the agent acted in, including what it chose not to do.
The AI race is still about smarter models.
Thatโs not the moat.
The hard part is the decisions people make together, offline โ the ones that never get written down.
Whoever can keep those traces has the context everyone else is guessing at.
People sell capture as if the payoff is a perfect memory six months later.
Thatโs a trap. Nobody keeps a habit for a benefit they canโt feel today.
If it isnโt useful in the first minute, it wonโt last long enough to compound.
A few years from now, almost only intent will remain.
Most work today is still execution. Someone decides. Everyone else carries it out.
When agents do the carrying, the human job left is deciding what you actually want.
The 10,000-hour rule is fading. A hundred hours of real intent will beat 10,000 hours of going through the motions.