Game engine data is way more powerful then you thought. Electric Sheep Our entire perception stack cost only $200 in data synthesis. It enable robots to mow lawns anywhere in the world... with zero maps.

Kamala Harris and I are both gun owners. We’re not going to take away your Second Amendment rights — we’re going to prevent your kids from getting shot at school.

amazing time at Foxglove 's actuate ... definitely recommend going next year. If you are into building robots and shipping .. its the conference to attend.

yesterday at actuate reminded me how truly grateful i am to be working alongside founders and engineers who are actually changing the world with their robots. there's nothing more energizing than this feeling. thank you Adrian Macneil — 🤖/acc and Foxglove can't wait for next year

Autonomous robot dishwasher (ARD1) has four basic everyday webcams - see the four views below. It's entirely vision based - no sonar, lidar, touch, laser, audio, and pressure sensors although touch and pressure would help #robots #robotics #AI #deeplearning #machinelearning

Great read from Rodney Brooks rodneybrooks.com/tips-for-build… Electric Sheep we learned the more you can just make the tech work in existing supply chains you can get 10x multiples asap.

Got to give a talk on what we are building at Electric Sheep . Agents for outdoor labor are coming.

Great master plan ... you learn so much by shipping regardless of form factor.

Hardware founders: stop being cowards. I know what you say in private. Stop bowing to VCs because you want your next round. Speak your actual mind. Venture returns have been shit for years. They can’t afford to blackball good companies because you disagree with them.

i think the biggest lesson for anyone looking to ship robots is to really appreciate the difference between 90% and 99.9% that is two orders of magnitude in reliability and yes your customer will expect it

Try selling an agent controlling commercial grade lawn mowers .... whole different level of liability challenges

Its wild the first e2e self-driving car was in 1989 Makes you really appreciate how hard it is to scale robots.

we need a standardize watermark to add to all digital ai content

if o3 is using a task specific process reward model that is learned from supervised data. Isn't that the definition of narrow ai?

Every time I watch this video, I can't help but wonder: why don't we have robot butlers in our homes yet? The hardware seemed capable 14 years ago with teleoperation. Is it just the "robot brain" we're missing, or is there more to the puzzle?

its like a hype pump and dump

id argue CoT style RL is more like MPC then model-free RL

Lol ... yeah you can't stop this technology. Its just not that hard to build this stuff is the core issue. Unlike nuclear or missiles, this is pure software innovations.

my partner switched to deepseek cause the whale was cute .... b2c is rough

if a sub <100 mm company can build deepseek no one leads ai right now and there is alpha in being under-valued