It's been a while, but I'm tweeting again. The last two years have been busy as all out. Need to get back to keeping up and sharing tech information, tips & tricks.
Robotics is getting its Raspberry Pi moment.
This solves one of the biggest frictions in Physical AI:
Everything has been fragmented.
Different tools for control. Sensors. Calibration. Learning.
Now it’s one unified stack:
• motor control to VLA models in one system
• built for real hardware, not just simulation
-> norma_core_dev just entered PUBLIC ALPHA.
The real unlock is ElRobot:
• 7+1 DOF arm
• fully 3D printable
• ~220$ cost
• ships with CAD, URDF, full build guide
Not a demo…
Infrastructure.
And the part most people will underestimate:
auto-calibration for any robot
No manual tuning.
No trial and error.
Just:
code → hardware → working system
That removes one of the biggest hidden bottlenecks in robotics.
Which unlocks:
• faster iteration
• cheaper experiments
• real-world data loops
Exactly what Physical AI needs.
We’re moving from:
“Can we make it work?”
to
“How fast can we improve it?”
Thank you so much for sharing, @ErickSky!
📍Repro: https://t.co/kZMTck7gWB
Credit: https://t.co/y4DoELlejk
@TheComputerIQ Can the plain-text files be encrypted to keep it from easily being viewed. I mean old school .bat files were great way back when. Just curious.
Interesting. I'm not questioning the soundness of the overall concept, but is this permanent or temporary? What happens if the tree damaged by high winds or lighting strike? #popupcafe#spiralcafe#engineering
Why can't a transformer work on DC? https://t.co/cPsz1KmeKW
A transformer operates on mutual induction, which requires a changing magnetic flux. AC continuously changes direction, creating a varying magnetic field that induces voltage in the secondary winding. DC becomes constant after the initial instant, producing no changing flux, so no induced voltage. Instead, it causes excessive current, core saturation, overheating, and possible winding damage.
Question: If transformers don't work on DC, how do inverter systems use transformers with battery power? Share your thoughts!
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