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๐ฅ ๐๐ผ๐ผ๐บ ๐ท๐๐๐ ๐ต๐ถ๐ ๐ฏ๐ฑ ๐๐ฃ๐ฆ ๐ณ๐๐น๐น๐ ๐ผ๐ป ๐๐ต๐ฒ ๐๐ผ๐ด๐ป๐ถ๐๐๐บ ๐ฆ๐ฒ๐ฒ๐ฑ!
Added as a playable cog. Runs 100% on the Seed, device only does display & input.
Now integrating RuVector into Doom for something much more powerful. Stay tuned...
Link in first comment ๐
Ofer Shaal retweeted
There is now an AI that designs real physical hardware, and most makers have no idea it exists.
It's called Blueprint. You describe what you want to build in plain English, and it hands back a complete design package: a full bill of materials with sourcing links, a wiring diagram, a 3D mechanical render, and step-by-step assembly instructions. Perfect for Arduino and Raspberry Pi builds.
Someone described a pen plotter and got the entire buildable plan back. Another user built a Spotify e-paper display with 17 parts. Someone else generated a 103-part mobile robot. It even estimates your cost one reviewer got $23.50 in electronics plus $11.20 in mechanical parts, and said the figure was realistic.
The hardest part of building hardware was never the soldering. It was knowing where to start. That barrier is gone now.
Ofer Shaal retweeted
A man with no working truck convinced Wall Street he had built the next Tesla. His company hit $30 BILLION. All he did was push it down a hill with no engine.
> Trevor Milton founded Nikola in 2014, named after the same inventor as Tesla.
> The goal was to build hydrogen powered trucks that would make diesel obsolete. He had no trucks.
> In 2018 he released a promotional video called Nikola One In Motion. It showed a sleek semi truck accelerating smoothly down an open highway.
Investors went wild.
> What nobody knew was that the truck had no engine, no fuel cell, and no propulsion system of any kind.
> Milton's team towed it to the top of a hill, tilted the camera to hide the slope, and let it roll.
> He spent the next four years doing the same thing with words. On podcasts, television and social media.
> Investors were told Nikola could produce its own hydrogen. It could not. They were told the trucks were ready for production. They were not. They were told orders were flooding in. They weren't.
> In June 2020 Nikola went public. Within days the company was worth $30 BILLION, more than Ford.
> Milton's personal stake hit $7.3 BILLION overnight.
> A $32.5 MILLION ranch in Utah followed. A record for the state at the time.
> In September 2020 Hindenburg Research published a report calling Nikola "an intricate fraud" built on "an ocean of lies." Milton resigned within ten days.
> A federal jury convicted him of securities fraud and wire fraud in 2022. Sentenced to four years in prison the following year.
> He never went. He was free on $100 MILLION bail pending appeal.
> He and his wife donated $3.2 MILLION to Donald Trump's 2024 campaign.
> In March 2025 Trump gave him a full pardon. The pardon erased $168 MILLION in restitution to defrauded shareholders.
> Nikola filed for bankruptcy the following month, leaving thousands of investors with nothing.
The company never had a product. The only thing that was real was the $30 BILLION valuation, the $7 BILLION that landed in his pocket and the pardon that made sure none of it had to be returned.
I got so obsessed with RuVector (by @rUv) that I built an entire game around it.
๐๏ธ Vector Vroom, AI race cars + brain + full tutorial, right in your browser.
Watch the cars learn and improve in real time.
Open source. Dangerously addictive.
PRs welcome!
vectorvroom.shaal.dev
With all the recent AI advances, how many XKCD comics have become obsolete and how many are still just as true as ever?
xkcd.com/1205/
Ofer Shaal retweeted
Introducing VEED Fabric 1.0.
The worldโs first AI talking video model.
Built for creating great-looking videos, FAST.
โข Create 1-minute-long videos
โข 60x cheaper
โข 7x faster
Repost = Full guide in DMs.
Ofer Shaal retweeted
just shipped taskmaster v0.18 ๐
โ @claude_code provider without API keys
โ init with IDE-specific profiles for @cursor_ai @claude_code @windsurf_ai @roocode @cline @code @Trae_ai
โ cleaner git repos & Python support
โ PROVIDER_BASE_URL
follow + bookmark + dive in
๐๐
Ofer Shaal retweeted
just shipped taskmaster v0.17 ๐
โ multi-context task management via tagged lists
โ `research` MCP tool with interactive CLI
โ get-task/show upgrades & batch ops
โ --append for update-task
โ save research to docs
โ multi-status filters
follow + bookmark + dive in
๐๐
I'm on the waitlist for @perplexity_ai's new agentic browser, Comet: perplexity.ai/comet
Ofer Shaal retweeted
I don't understand why squash merging is not the default on GitHub. The other options make no sense, and just slow things down.
Similarly, it's confusing that people *still* use `git merge`. It makes everything so complicated. Always rebase, never merge.
Ofer Shaal retweeted
๐จ Listen up @LeRobotHf fans!
GR00T is awesome โ but setting it up in the cloud? Not so much.
Weโre building GR00T-as-a-Service: upload your dataset + modality JSON, hit Train, get weights.
Inference too!
No setup. No DevOps.
Just connect&go๐ฅณ
Join us: app--robo-flow-3464d724.baseโฆ
Ofer Shaal retweeted
Imagine the independence and dignity wheelchair users and people with arm paralysis would feel if they could simply enter a coffee shop and get their own drink from the counter.
We need Gemini Robotics APIs!
#Robotics4Accessibly #AccessibilityMatters
Huge updates to the @GeminiApp today:
- Audio overviews (the beloved NotebookLM feature) are now available in the Gemini App
- A new Canvas mode with code editor, code previews, and doc creation flow
- More free Deep Research queries
And more in ๐งต
Ofer Shaal retweeted
Here's another video of emergent behaviour from Instant Policy, which we released yesterday.
You will see that when a demo is provided only for Box 1, the robot fails to generalise well to Boxes 2 and 3. But then we add in a demo for Box 4, and the robot can now successfully generalise to Boxes 2 and 3.
One of the exciting features of Instant Policy is that, since we encode everything in a graph neural network, we can keep on adding as many demonstrations as we like until we have covered the required task diversity.
This is a single uncut video, showing a robot learning several tasks instantly, after just one demonstration each ...
This is possible because we've now been able to achieve in-context learning for everyday robotics tasks, and I'm very excited to announce our latest paper:
๐ Instant Policy: In-Context Imitation Learning via Graph Diffusion ๐
robot-learning.uk/instant-poโฆ
(1/6) ๐งต๐
Ofer Shaal retweeted
ืื ื ืืืื ืืืืืฆื ืืื ืืฆืคืืช ืืืืจื ืกืืื ืื ืื ืืฉืืื ืขื ืืืืื ืืืื, ืืืืื ื ืดืคืขืื ืฉืืื ืจืืืงืืืด ืUCLA. ืื ื ืื ืืชืืืจืช ืืืื ื ืืื, ืืืืื ืชื ืืื ืื-ืฆืืื ืจืืืงืื.
ืืืืคื ืฉืื ืืื ืืฆืืืื ืืชืงืฉืจ ืืืชื ืืืืืฉื ืืช ืืขืืฆืื ืืืืืจื ืฉืืฉ ืืจืืืช.
ืืืื ืืืฉื ืืืืืืโค๏ธ
Ofer Shaal retweeted
๐จ BREAKING:
Wow. This heart-rending ad, when tested, moves swing-state men 2.5 points away from Trump.
Massive.
Please share everywhere.
Women are dying NOW in states with extreme bans. If Republicans win, a national abortion ban is next. Don't look away. #MAGAAbortionBan
Ofer Shaal retweeted
BREAKING NEWS:
Legendary actor Harrison Ford has OFFICIALLY endorsed Kamala Harris in an awesome video:
โIโve been voting for 64 years.
Never really wanted to talk about it very much but when dozens of former members of the Trump administration are sounding alarms saying โfor God sake don't do this againโ โ you have to pay attention.
The truth is this Kamala Harris will protect your right to disagree with her about policies or ideas and then as we have done for centuries.โ
Drop a ๐ if you agree and appreciate Harrison Ford for speaking out!!














