
Manufacturing Operations Consultant | Enterprise AR | IIoT | Digital Transformation | Business Development | Marketing | Ecosystem Partner Manager @BeldenInc
Atlanta, GA
Joined February 2011
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1 billion humanoid robots in 10 years with the ability to do 5X the work of a human.
BREAKING: Elon Musk virtually joined the G20 Summit today and shared his outlook for AI
• AI could expand the global economy by 20% to 30%, adding roughly $20 trillion to $30 trillion annually.
• By the end of 2027, AI may be capable of performing almost any fully digital task.
• Musk expects AI coding to reach “Stockfish-level,” making it nearly impossible for humans to compete with AI at writing software.
Randy Romanaux retweeted
NASA’s Nancy Grace Roman Space Telescope transits our neighborhood star on its way to unlock the secrets of the universe 💫
Randy Romanaux retweeted
Today we're introducing Hark Handoff
Handoff has been independently verified as the best internet-use model ever built, outperforming ChatGPT 5.4 & Opus 4.8
While others focus on coding, we focus on everyday life: ordering food, booking flights, shopping, & navigating the web
The building looks like the AI satellites launched from the Moon Mass Driver.
The foundations for an exciting future are being built in Texas. Next up: Terafab → spacex.com/updates#terafab
Randy Romanaux retweeted
One giant leap for mankind
History was made on July 20, 1969, when Apollo 11's Neil Armstrong and Buzz Aldrin became the first to set foot on the Moon.
For more than 5 decades, the total number of moonwalkers has remained at 12. NASA will change that with Artemis IV.
Randy Romanaux retweeted
Some celebrate with a party, some celebrate with fireworks, this pilot is celebrating America’s semiquincentennial with a very special flight. #America250
Neuralink is taking a page out of the @SpaceX playbook: the best part is no part.
Replying to @neuralink
We like to say “the best step is no step” and deleting the durectomy takes one of the most delicate manual steps out of the procedure. This potentially means a safer, more repeatable surgery, and a real path to scaling Neuralink to the many people who could benefit.
The Nancy Grace Roman Space Telescope will settle essential questions in the areas of dark energy, exoplanets, and astrophysics.
science.nasa.gov/mission/rom…
Legacy pharma lines weren't built to be digital. But they still need to perform like they were.
See how @CloudRail + @Tulip turned a pill bottling demo into real-time, compliant OEE insight—no rip-and-replace required. #OEE #PharmaManufacturing #LifeSciences #blog
linkedin.com/posts/oee-pharm…
These three sentences remind me that the future is faster than you think.
“Figure has gone through 4 major breakthroughs that probably accelerated our timeline by a decade.”
“We train these controllers entirely in GPU-accelerated physics simulation using reinforcement learning.”
“This fundamentally breaks the old thesis that walking robots are inherently too hard or too unstable to scale.”
Figure just completed 200 hours of logistical work at human speeds without a failure.
The humanoids are coming and faster than the founder of @Figure_robot ever thought possible.
Figure just turned 4 years old
The ride so far has been surreal, and I wanted to share my perspective on what’s happened over the last four years
When I started Figure, the core technologies were still extremely nascent. Humanoid hardware was heavy, hydraulic, unsafe, expensive, and unreliable. Deep learning also wasn’t there yet - there was no real AI precedent and no clear path to building a truly general-purpose robot
My expectation was always that humanoid robotics would become the largest industry in the world, but that it would take a very long time to put all the hardware and AI pieces together
Honestly, I assumed it would take 20 years just to have a real shot at solving general robotics - decades before we could seriously attempt to build iRobot in real life
Instead, everything has moved much faster than I ever expected. Figure has gone through 4 major breakthroughs that probably accelerated our timeline by a decade:
> Cheap electric humanoid robots are now possible. There are many reasons for this but some include benefits from actuator torque density, sensor technologies, battery specific energy, high flop/memory onboard compute, and high-rate manufacturing techniques all helped significantly. At this point, we’ve largely de-risked the hardware side and it’s becoming a straightforward engineering problem (highly difficult engineering but tractable)
> Deep learning from camera pixels to torques actually works. The dimensionality of a humanoid robot is simply too high for hand-written code. You have 40+ motors that can rotate continuously, creating more possible robot body states than atoms in the universe. There is no path to building a truly general-purpose robot with heuristics and manually programmed C++ logic. This has to be AI-first, and Helix has now demonstrated that repeatedly
> Whole-body RL control changed everything. It’s what keeps the robot balanced, allows it to use stairs, move its arms, and coordinate its entire body through the world. We train these controllers entirely in GPU-accelerated physics simulation using reinforcement learning. The robustness is far beyond anything we ever achieved with hand-written heuristics. This fundamentally breaks the old thesis that walking robots are inherently too hard or too unstable to scale
> These robots can now perform useful human-like work at human-level speeds. This is an insanely hard problem because humans perform millions of different tasks in the real world - and Figure has to do this with 1 hardware platform in a general purpose architecture. btw, yesterday Figure completed a logistics use case running continuously for 200 hours without a failure - all with scalable hardware and internal AI models
The future is starting to feel very real
We have a real chance to build iRobot in real life - the good version
Thank you for everyone's support. Pedal to the metal
Human vs. Humanoid
Who sorts the most, accurately in a 10 hour shift?
We got bored. Time for Man vs. Machine xitter.cf/i/broadcasts/1qGvvkQMg…
Colocation and Enterprise data centers, check this out. @OptiCoolTech + @BeldenInc
Scaling #datacenters shouldn’t require ripping everything out. Hear how operators can scale with confidence through integrated infrastructure. Watch #JSATV with #OptiCool's Matthew Roberts and our Brian Kennedy on our partnership youtube.com/watch?v=37faVp5r… #AIInfrastructure
Randy Romanaux retweeted
Watch David Hellmanns explain why #BeldenHorizon is the single platform for #ITOTConvergence. Learn more about its current and future capabilities. #OTSecurity #IndustrialIoT bit.ly/3QKxwgC
This is a cool way to search and learn. I entered @MBStadium and it worked great.
flipbook.page
Imagine every pixel on your screen, streamed live directly from a model. No HTML, no layout engine, no code. Just exactly what you want to see.
@eddiejiao_obj, @drewocarr and I built a prototype to see how this could actually work, and set out to make it real. We're calling it Flipbook. (1/5)
Hey @CaboWaboCSL, look up! 🪼
Space jellyfish alert!
Starlink 17-14 from SLC-4E in California on April 22, 2026 at 7:55:20 PM PDT could produce a space jellyfish. This occurs when a rocket and its expanding exhaust plumes are illuminated by the sun and observers are in local darkness.
The rocket will enter sunlight 01m20s after launch.
See a detailed prediction for your location: jellyfish.johnkrausphotos.co…
Information as of 2026-04-22 13:41 UTC























