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robotics demo are aaaalways flawless. a warehouse? not so much. Everyone deploying knows, that gap has been the open secret of the industry for years: Perfect lighting, perfect items, perfect choreography on stage. Then the truck backs in with a thousand mismatched SKUs and the system? Not working so...

21,198 просмотров • 3 месяцев назад •via X (Twitter)

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Figure 03 just finished an 8-hour work livestream, imperfect, but already good enough to replace a lot of repetitive warehouse labor. 🤖 Brett Adcock put a team of F.03 robots on a factory-style package sorting task for a full shift. The job was simple and brutal: detect the barcode, pick the package, flip it label-side down, place it on the conveyor, repeat. Soft poly bags, rigid boxes, moving belts, messy orientations. That is exactly the kind of boring physical work factories pay humans to do all day. Early in the stream, the system handled 230 packages in 10 minutes. That is roughly 2.6 seconds per item — already in human-speed territory for this narrow workflow. The more important part: it was not one robot pretending to work all day. It was a team of Figure 03 robots keeping the line running. When one robot ran low on battery, it left the station and another robot stepped in. That is the real factory signal: not just autonomy, but shift continuity. F.03 is rated for about 5 hours of runtime, so the 8-hour result depends on fleet orchestration, charging, and handoff. That matters more than a single clean demo. The stream was not perfect. There were pauses, hesitations, missed orientations, and small recovery moments. Good. A perfect short clip hides failure. An 8-hour livestream exposes the parts that actually matter: endurance, recovery, throughput, and whether the robot can stay useful after the novelty wears off. Figure says this was fully autonomous on Helix-02, with zero human intervention. For logistics and manufacturing, that is the threshold worth watching. Not “can it do one impressive task?” Can it keep doing the boring task for an entire shift? Figure is not showing a general human replacement yet. But for structured, repetitive factory work, the gap just got much smaller. The timing is also interesting: Figure says BotQ has already delivered 350+ F.03 units and reached a 1 robot/hour production cadence. And F.04 is now in full design lock, with parts starting to ship. The next test is obvious. 8 hours was the proof of endurance. 24/7 is the proof of labor economics.

RoboHub🤖

16,818 просмотров • 2 месяцев назад

Buttigieg: It is not too much to ask that, in this country and in this state, one job ought to be enough, which means wages and benefits that make that possible. It’s not too much to ask that you ought to be able to afford to raise a family in this country—to put your kid in child care if you want, or stay home and take care of them yourselves if you want, or do some combination of that if you want—and still have it add up at the end of the month. It is not too much to ask that the wealthiest country in the world have the best health care in the world and that it have the best-funded public schools in the world. And it is not too much to ask that the largest corporations and wealthiest people in this country pay at least as much of their income and wealth in taxes as a schoolteacher, a bus driver, or a firefighter. It is not too much to ask for a different kind of politics, where you look at your leaders in action and actually feel your blood pressure come down a little bit instead of going through the roof. That is a reasonable thing to expect of our leaders. It is not too much to ask. We can do this. Most of us already want this. So the obvious question is: Why hasn’t it happened? And that’s where we’ve got to talk about the system that we’re living with, which, by the way, as a politician, they kind of tell you not to do. Consultants say, “Look, no one’s going to get too fired up about the details of our democratic system when they’re just trying to keep their heads above water in this economy,” which I get, and to some extent I agree. But the reason that so many things are wrong with our economic picture is that so many things are wrong with our political system. And we’ve gotten so used to it, we can forget that there was a time when our political system was the pride of this nation. Wars have been fought for our system, starting with the first one—the one that launched 250 years ago with the Declaration of Independence, the one that gave this nation its being. The Founders risked their lives for a better political system. So don’t tell me it can’t stir people’s hearts. Don’t tell me that it’s not worth fighting for. Especially because until we do something to change our political system, we will continue to suffer from an economic system that lets us down: monopolies squeezing families and farmers on both ends; consumers and workers caught up in a system that can’t serve them; small businesses swamped by the big guys. Right now, what’s at stake is nothing less than the American dream. It is endangered.

Acyn

42,103 просмотров • 26 дней назад

Elon Musk just said something that should wake up every person in America. Musk: “It seems like China listens to everything I say and does it, basically.” For over a decade, Musk laid out the exact blueprint for the physical infrastructure required to power the next era of human civilization. Massive solar generation. Industrial-scale battery storage. Electric everything. He said it here. Publicly. Repeatedly. America debated it. China built it. Musk: “They’re certainly making massive battery packs. Really massive battery pack output. Vast numbers of electric cars. Vast amounts of solar.” This isn’t a technology gap. It isn’t an intelligence gap. It isn’t a vision gap. It’s a will gap. The blueprint has been public for years. Not classified. Not hidden. Not proprietary. Musk published it in interviews, in speeches, in the founding mission of every company he built. China read it. Declared it a national mandate. And mobilized an entire industrial economy to execute it. Musk: “These are all things I said we should do here.” Here. America. The country that produced the man who wrote the blueprint and then watched someone else build it. The AI arms race runs on power. Not ideas. Not funding. Not talent. Physical energy. Gigawatts of it. The kind measured in years of construction before a single model trains on it. You cannot debate your way to a power grid. You cannot committee your way to a battery factory. You cannot regulate your way to energy dominance while a competitor is already running the lines. Every year of delay is a year of advantage that compounds on the other side of the world. And the thing nobody wants to say out loud. The nation that controls the energy controls the AI. The nation that controls the AI controls the century. We wrote the blueprint. We produced the vision. We had every advantage a country could ask for. And we are watching someone else build our future in real time. The window doesn’t stay open forever. It’s closing right now. While you read this.

Dustin

51,628 просмотров • 5 месяцев назад