serial deep tech founder. exits across med tech and robotics. strongly believe embodied ai breakthroughs will come from non-transformer, bio inspired approaches
China is crazy. You could quit big tech, move into a dilapidated leaky Chengdu rooftop shack, train AI models as a freelancer, and still end up doing food delivery at night just to make rent.
Our cofounder and Chief Robot Officer Jonathan Hurst in @arstechnica: robotics won't have a "ChatGPT moment" — autonomy is earned in the real world. It's why Digit's 65,000+ hours of live deployment matter more than any demo.
Where robot autonomy actually stands today: https://t.co/ns3WjQmuwB
#FutureOfWork
Introducing NEO’s 25 Degrees of Freedom, tendon-driven hands — nearing or surpassing human-level dexterity, strength, speed, and reliability.
For seventy years, robotics worked around the hand problem. The humanoid bet is the reverse: it lives or dies at the fingertips.
Correct me if I'm wrong, but isn't this really just showing:
*In a trained autoregressive network, there is a subspace of internal activations that is especially aligned with future verbal output and downstream computation.*
Isn't this expected given how LLMs are trained? In fact, I suspect you could find this is many other task-optimized architectures, not just Transformers/Claude—it would be good to try this on RNNs, MLPs, CNNs, etc.
BS- The U.S. is one of the rare countries --if not the only country --where aggressive & risk taking immigrants can make it big, get rich, & become part of the system without giving up on their identity.
BREAKING:
A new California-based robotic startup comes out of stealth and announces new laundry folding robot called PR2. Rumors have it that it’s fully ROS2 enabled.
Here’s a demo of it autonomously folding unseen clothing.
This is Festo BionicKangaroo.
A robotic kangaroo built by Festo’s Bionic Learning Network to study one idea from nature: how a kangaroo stores energy when it lands and reuses it in the next jump.
How it works:
• An elastic rubber tendon acts like an artificial Achilles tendon
• Pneumatic cylinders trigger the jump
• Electric motors control the hips and tail
• The tail balances the body during flight
• On landing, the tendon absorbs kinetic energy
• That stored energy is reused for the next jump
The robot weighs about 7 kg, stands around 1 meter upright and can jump up to 40 cm high and 80 cm forward.
It was not built as a consumer robot. It was built to test energy recovery, lightweight mechanics, mobile pneumatics and the smart combination of pneumatic and electric drives.
Nature already solved efficient jumping. Festo turned that biology into hardware.
Official source: Festo’s BionicKangaroo page and brochure.
4 personal thoughts about AI
1) AI/DL/LLMs have nothing in common with the brain. Deep Learning is based on backprop, the brain isn't
2) Anything with backprop is a dead end for understanding the brain. Don't let "brain-inspired" works like JEPA / HRM fool you [1/2]
Solar powered data centers in Antarctica as a global planetary brain - instead of sovereign AI what if all the smaller countries pooled their resources and built this?