@Bootsblac@opengeometry Curious about your rendering pipeline. Showing off toys is one thing, performance at scale is rare among cad apps. This is a prime failure of revit. Interactivity is pure nonsense even at medium scales(yes I use a modern 8GB quadro gpu).
@Phoneeeeeeee3e I think it also has very much to do with degree of intellectually clarity one has about a specific goal and implementation - i.e. "taste" is developed by many accumulated observations and causal identifications.
Fine-Tuning is officially a waste of money.. 💀
Stanford and Sambanova dropped a paper called "agentic context engineering" (ACE) and it is mindblowing. Instead of treating a prompt like a static text box, ACE turns it into a living playbook.
They split the AI into three distinct roles: A Generator (does the work), a Reflector (analyzes the failures), and a Curator.
When the AI makes a mistake, the Curator doesn't rewrite the whole prompt. It applies targeted, surgical "delta updates."
It adds a single rule. It tweaks one specific heuristic.
The AI learns entirely from its own execution feedback. Did the code run? Did the tool work?
Zero human labels required.
The results completely rewrite the economics of AI agents.
Tested on the AppWorld leaderboard, a small, open-source model using ACE didn't just compete with the most expensive, proprietary enterprise agents on the market.
It matched them. On the hardest tests, it actually beat them.
All while reducing adaptation latency by 87%.
we put Openclaw on a drone and it built its own CUSTOM SKILLS to track objects and navigate
here we asked it to “patrol the skies around the office and follow the first white car you see”
and now we’re open sourcing everything 👇🏽
use Dimensional to give your agents a body
This is a CT scan of an Intel 386 processor from the mid-1980s that we ran for @kenshirriff! He used it to produce the first ever public mapping of the package, and he discovered an interesting manufacturing step along the way.
Link below... 👇
DuaArm: Robotic Arm Designed for Safe Collision with the Environment
Developed by Duatic AG in collaboration with @ETH, the DuaArm features custom actuators that set new performance standards. Its compact design and powerful output are reshaping robotics technology.
Video source: Duatic AG
#robotics #technology #engineering #stem #innovation #robots
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Facing higher defect rates and complex quality standards, metal fabrication needs modern solutions.
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