Pradeep B V retweeted
🚀 We’re hiring at MAGIC Lab, NUS!
My lab is recruiting 1 postdoctoral researcher, 2 PhD students, and 3 research assistants to join our team and work on ambitious robotics projects!
Singapore’s robotics ecosystem is growing rapidly, with companies and organizations such as NVIDIA Singapore, the Singapore Embodied AI Centre, Sharpa, and many others contributing to an increasingly vibrant research community.
There has never been a more exciting time to work on robotics in Singapore!
Apply here: https://
magiclab-nus.github.io
If you’re interested in joining us, please reach out and feel free to share this with anyone who might be a good fit!
Pradeep B V retweeted
the ultra-hookification of everything needs to stop.
things can just be good, okay, or decent.
people should be able to eat a burger and like it without calling it life-changing, soul-touching, insane, unreal, best thing ever.
the weight of what you say should match how it actually felt.
and i get why people exaggerate, it's a necessity to stand out on the internet, and attention rewards extremity.
but people have started talking like this irl too.
no bro, your dessert cannot be the best thing ever. either you’ve lived a very limited life, or you’ve just forgotten how to describe things normally.
if every meal, trip, movie, idea and person is 'the best ever', eventually none of those words mean anything.
Pradeep B V retweeted
We have fully open source all the code and checkpoints to this project.
Get your humanoid to start working!
github.com/ToberJ/reflex
Humanoid fighting looks easy. Humanoid catching is hard.
You have ~1 second to perceive, predict, and move your whole body to act.
Meet Reflex: our framework for catching human-thrown boxes on a @UnitreeRobotics G1 using onboard RGB-D.
Thread 👇
Pradeep B V retweeted
At @spc, we are trying to reconcile two things:
1. We have never seen technological progress this rapid or fundamental. Nothing seems impossible.
2. Capital is flowing to consensus teams, in consensus markets, and with consensus terms.
So we’re running a new experiment: $200K, uncapped, to a handful of unapologetically maximalist thinkers who want to try a truly out-there idea.
Pradeep B V retweeted
Someone is going to be the Hugging Face of robotics. Probably the OpenRouter too. It won’t be a robot company. And almost nobody is building it yet.
Yesterday I stood in a London robot gym. Three arms, three makers: FANUC, ABB, Universal Robots.Three controllers. Three SDKs. Three ways of saying “pick up that gear.” That’s robotics in 2026: brilliant hardware, no shared language.
LLMs got their platform layer in about two years. Open weights on one hub. One API to route across every model. Switch providers in a line of code. Robotics has none of that. Most robot skills are still welded to the arm they were trained on.
Meanwhile, the money is flooding in: nearly $48bn into robotics this year, per PitchBook. Much of it goes to data: gyms, rigs, operators. Billions spent on data that can’t leave the building. That isn’t a market yet it's a stockpile. ft.com/content/e5fd2655-f95f…
The inflection point isn’t a better humanoid. It’s portability. When a skill learned on a FANUC runs on an ABB tomorrow, and on a robot that doesn’t exist yet the day after, the economics of the whole industry flip.
OEMs will read this as a threat. It’s their biggest upside. Today an arm does what it was programmed to do. Tomorrow it runs any skill from anyone. Same steel, 100x the jobs.The OEM that opens up first sells more arms than the rest combined.
What the hub needs:
→ a common format for robot data and skills
→ routing: the right model for this arm, this task, this cost
→ provenance: where every clip came from
→ payment: the person paid 94 cents to record a task gets paid again every time it’s reused
That last one is the edge. Hugging Face never had to pay for weights. A robotics hub will, because the data costs real hours from real people. Whoever solves micropayments for contributors wins the supply side. That’s the machine economy. It is being built right now. Here in Europe. You doing your part? My DMs are open.
Every time something scarce became abundant, the world changed so fast that the people living through it mistook the beginning for the end.
Food was scarce for a hundred thousand years. Agriculture made it abundant, and people who had spent every waking hour chasing their next meal suddenly had something they had never owned before.
Time.
That time became villages. The villages became cities. The cities became language carved into clay, and then law.
Nobody standing in a wheat field understood they were building Rome.
Information was scarce for millennia. The printing press made it abundant. The church lost its monopoly on knowledge, and within two centuries every throne in Europe was shaking.
Nobody pulling letters from a press understood they were ending the divine right of kings.
Energy was scarce until we learned to crack the earth open. Coal and oil made it abundant, and a single person could suddenly command the force of a thousand. Within one generation the entire structure of work turned inside out.
Nobody shoveling coal understood they were building the middle class.
The pattern never changes. A resource that was hoarded becomes available. The people who held it resist. The structures built on that scarcity fall. And whatever rises in their place is invisible from where everyone is standing.
Here is the part almost everyone misses.
Information stopped being scarce a long time ago. The library, the search engine, the endless feed. We have been drowning in information for decades, and it never set anyone free, because information just sits there. It answers only the question you already knew how to ask.
Intelligence was the thing still locked away.
A mind on the other side. Something that explains, argues back, catches your mistake, and meets you exactly where you are standing. The part that bends toward you instead of forcing you to bend toward it.
That is what broke open.
For the first time, a person with nothing but curiosity and a connection can reach an intelligence that teaches, challenges, and builds alongside them in real time. No tuition. No admissions office. No permission.
The distance between what a person can imagine and what they can actually make is collapsing in front of us.
And the people most threatened by that are not the ones without talent. They are the ones whose entire standing depends on talent staying rare.
Every credential, every hierarchy, every quiet system that decided who was allowed to build and who was told to watch, is resting on a foundation dissolving underneath it.
They will fight it. They always do.
The church fought the press. The aristocracy fought the vote. The owners fought the union. Every single time a scarce thing became abundant, the ones who controlled it warned everyone else that the sky was falling.
The sky was never falling. The ceiling was lifting.
And the people underneath it, the ones who had been told their whole lives that the ceiling was the sky, finally looked up and saw nothing there to stop them.
That is what is happening right now.
Intelligence was never rare. Access to it was.
Access just became free.
Whatever gets built in the next ten years will not come from the rooms we are all watching. It will come from someone who was never supposed to have the tools, who right now has no idea that the thing they are doing has a name, or a scale, or a future.
Same as the wheat field. Same as the press. Same as the coal.
We never recognize Rome while we are still building it.
Pradeep B V retweeted
Justin Bieber's "Baby," but with an Indian style.
views-5.969 million
likes-183,000+
Chinese never runs out of ways to turn India into something unexpected 😭
Justin Bieber's "Baby" in Indian style is something I genuinely wasn't expecting to see.
Pradeep B V retweeted
This quote from Steve Jobs lives rent free in my head...
"People who are genuinely great at something don't compete. They don't care about being compared to others because they're so deep in their own lane that comparison would be a waste of time. They just do their thing."
Pradeep B V retweeted
"Most deep-tech companies don't work because of a business or ROI reason."
@RajatBhageria walked away from millions in restaurant robot contracts.
Cooking robots were the wrong product.
"Customers don't want cooking robots. They want assembly robots. Cooking at scale is actually pretty cheap. One person can cook for thousands of people."
He moved @ChefRobotics onto those lines...
$65M+ raised. 100M+ servings in production. Robotics-as-a-Service, arms on conveyors that already exist. Amy's Kitchen, Gate Gourmet...
I sat down with Rajat Bhageria, Founder & CEO of Chef Robotics, to talk the pivot aways from restaurants, why factories want a specialist over a humanoid, and why food breaks simulation.
This podcast is brought to you by @CoreWeave, providing the specialized cloud infrastructure that powers physical AI and large-scale model training.
𝐓𝐈𝐌𝐄𝐒𝐓𝐀𝐌𝐏𝐒
(00:00) Why Chef walked away from restaurant deals
(03:39) Carnegie, Rockefeller, Edison
(08:33) ThirdEye, computer vision for the blind
(15:14) Customers don't want cooking robots
(18:05) Airline catering, meatpacking, CPG
(25:34) The founder's job is persuasion
(36:08) Home Depot, not Costco
(46:28) Production data vs. simulation
(52:52) The bottleneck is the only thing that matters
Pradeep B V retweeted
The thing I learned this year is that when engineers say they like working on “hard problems”, they actually don't. What they like is puzzle solving, and having a repertoire of patterns that they can pattern match onto traditionally hard problems, usually involving databases or something with scale, etc. And they know that the industry used to pay you a lot for how deep and broad this repertoire was. Unfortunately, in 2026, well, you have a cheat code machine that has infinite breadth and depth for pattern matching. So the question is, do you actually like hard problems? Because there are now hard problems that are a complection of engineering, product, society, culture, politics, and they are fairly intractable, probably unsolvable! Because if you do want to work on those actually hard problems, there is so much money that people will pay you for it. But you’ll have to face that truth about yourself first.
Pradeep B V retweeted
BREAKING: Cognition just showed every AI startup what enterprise sales actually looks like.
Nubank signed with Cognition to use Devin, their AI software engineer.
The entire Cognition team flew to Brazil to close it.
For context: large banks normally take 12 to 18 months to adopt new software. Security reviews. Internal approvals. Code access. The full gauntlet.
Cognition didn't wait for the process to come to them. They showed up.
That's how you compress an 18-month sales cycle.
Full breakdown here: productmarketfit.tech/p/the-…
"People aren't ready, this is gonna change everything"
You know what people weren't ready for? Fucking mammoths. Tigers eating them. Monkeys ripping their arms off. The black plague. The ice age. Smallpox. Vikings pulling up on the beach. Drinking water that gives you diarrhea until you die. Getting a scratch and losing your whole leg. The Mongols. The Spanish Inquisition.
One volcano can send us back to the dark ages and these safety guys are gonna be shocked. Oh the robots didn't kill us? It was a volcano? Imagine their disappointment as the hot ash rains down on them.
A solar flare is gonna explode your phone in your pocket your legs are gonna be covered in battery acid and your bank account will stop working. You're afraid of a computer program doing math?
"Things are moving too fast" homie you live on a rock that periodically deletes everything. You are one the most luckiest entities in a 100 light year radius living during a golden era. Cheer up.
My ancestors crossed an ocean in a wooden box because they ran out of fucking potatoes.
"The social disruption will be enormous!"
Nigga World War 2? World War 2? Hop in the people carrier we're landing on the beach.
Are these people out of their fucking minds? Do they not know what we've survived already?
A couple decades of air conditioning and people suddenly think oh this is the natural condition of mankind. No. We used to have eight kids because seven didn't make it. You're gonna be fine. Man the fuck up.
Accelerate.
Pradeep B V retweeted
I need your help.
You may know that freediving as a sport is gaining lots of popularity. Even Netflix created a documentary on it called The Deepest Breath.
It is with great pride that I want to inform you that my son, Bux Khurana, is the Indian record holder in many categories of freediving, and he will be officially representing India in the Freediving World Championship in Cyprus in October 2026. We also expect him to represent India in the Olympics once freediving gets introduced there.
Bux is highly passionate about the sport, and is one of its most vocal evangelist.
Would you be able to connect him to any of journalists who might be interested in covering India's great achievements in freediving?
If you want to see some of Bux's amazing underwater pictures and videos, you can see his instagram which I have linked to in the replies.
Most of this media is recorded by Bux himself and will be available for use by the journalist.
If you are an athlete pls help a friend out.
Need help here friends
Building @tempofuel Athletes Crew.
Missing piece right now → 2–3 women endurance athletes from my network.
These athletes will shape the taste, product, and future of Tempo Fuel.
I’ll personally hand over samples, guide you on usage (do’s & don’ts), and act as your Fuel Coach to improve performance. This isn’t about race times. It’s about how obsessed you are with getting better.
Crew already includes:
2:30 marathoners, triathletes, Boston Marathoners, HYROX Worlds qualifiers.
If you’re putting in 50km/week (or equivalent in swim/cycle) and serious about performance → comment “Hi”.
Selection:
• 50km/week for 6–8 weeks (or equivalent)
• Endurance athlete (run/cycle/swim)
Whoa!
MidJourney just announced... a full body ultrasound! Yup... read on because it's as crazy as it sounds.
"As powerful as MRI and as casual as a trip to the spa"
They are calling it "the @midjourney scanner"
Insane details:
- First, the scale. The device uses 8,960 individual transducers arranged in a ring around your body
- The precision is the most jaw-dropping part: it resolves motion at the picometer range. It can image internal tissues finer than the width of an atom. We are talking sub-atomic level diagnostic capability
- The compute requirement is massive. The system processes 17 gigabytes of data per second.
It takes 40GB of raw data to reconstruct just one cross-sectional slice. And they are planning to scan 100 slices?
- Midjourney claims that fewer than 12 of these machines could perform more full-body scans than every MRI machine on Earth combined.
Welcome to the future of healthcare!
Not only these scanners are announced, they will exist in a "Midjourney SPA" - with hot tubs, saunas, cold plunges, and 9-10 whole body scanners.
Pradeep B V retweeted
Looking for a team of 10-12 cracked researchers & engineers to build a new AI Lab in India.
Funding and compute secured.
DMs open.




























