Don't sleep on Tesla in humanoids just because they've gone quiet. Tesla bet on solving driving intelligence from vision alone, put a powerful inference computer in every car long before FSD was solved or profitable, and built the biggest robotics data flywheel. General-purpose humanoid needs the same systems, but on steroids. Debate the AI model architectures and actuator designs all you want. They definitely matter for setting the right direction. But what ultimately decides the outcome is the organizational strength that powers every decision. The trifecta: • Engineering: fast iteration, bringing new work in-house, pivoting quickly • Physical ops: manufacturing, data collection, supply chain, repairs, fleet management • Inference and training compute infra at massive scale Few companies can bring all three together at scale as well as Tesla.

Minimax H3 Max has generates video faster than you can watch it so I hooked it to a twitch livestream! Now you can watch infinite interdimensional cable - link to the stream below

Introducing GEN-1.5, a one-shot learner. It can learn new tasks in a few seconds. Show it what to do, and it generalizes. This capability emerged from pretraining on physical data at scale, as a step towards our mission of building general intelligence for the physical world.

You can now book two humanoids for our cleaning service in SF. One humanoid for 60 minutes is $30, two are $60. You can book a cleaning at If you don’t have an invite code yet, join the waitlist. Timelapse at 5× speed (~40 minutes in real time).

We've improved how GEN-1 learns to adapt to new actuators and new robots at the lowest level, with up to 10-20x gains on internal benchmarks. This significantly boosts performance on high-precision tasks like disassembling parts from a NIST board. Read more about GEN-1 in our blog posts in the comments below.

In China, autonomous and semi-autonomous house cleaning robots are already a thing, and they're not $30/hour. They are ~$17 for 3 hours of cleaning, and they come with a human cleaner too! The company is called X Square Robotics. This is a walkthrough of how it works.

An internal version of Astra, @OpenAI’s next major model family, solved 10 major open problems in mathematics, quantum complexity, and theoretical computer science. We believe it will be a major step for scientific reasoning.