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A tractor powered brick factory that runs fully automatic with a 3 die setup turns clay into consistent bricks fast, cutting labor and making small scale production look like a real manufacturing line. 📹 technical.work33

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27,177 görüntüleme • 2 ay önce •via X (Twitter)

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Wait till Tesla drops Optimus, a humanoid robot built for real work, not sci-fi. It is designed to handle tasks like lifting, carrying, factory labor, and even helping you with everyday chores, with human level mobility. Tesla has targeted pricing around $20,000 to $30,000 once it reaches mass production scale. This is not a toy, it is labor turning into software.

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Angel Reese with the game on the line is must-see television. Not because you think she’s making it. Because you’re wondering what part of the rim that brick is about to assault. She shoots with the confidence of Michael Jordan and the touch of somebody throwing a cinder block into a shopping cart. CLANK. Angel doesn’t need a shooting coach anymore. She needs a mason. At least somebody could finally teach her what to do with all those bricks.

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Perplexity Computer uses Excel like a real financial analyst. We gave Computer Amazon's last 5 earnings releases. It built us a fully working 3-statement financial model with an assumptions tab, charts, and clean formatting that would impress your MD.

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Rhuna has powered more than 165 live events, served over 2M users, and processed $90M+ in volume across its existing infrastructure. At this scale, latency, fragmentation, and settlement uncertainty can have a massive impact on hundreds of thousands of live users. By integrating OmniSet, Rhuna taps into a unified liquidity and settlement layer that can coordinate payments and digital assets across ecosystems. Built on FastSet, OmniSet delivers fast, verifiable settlement that holds up under real-world demand, making it suitable for high-throughput environments like live events. This partnership reflects Pi²’s focus on deploying infrastructure where performance and reliability are essential.

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A machine like this can cost $500,000 to well over $1 million to make parts that may be worth only $10-15 This is the real manufacturing story. This INDEX six-spindle automatic carries 6 motorised spindles, up to 12 CNC tool carriers, operates at 8,000+ rpm, and weighs 7.2 tonnes. Different operations happen simultaneously as the spindle drum indexes each workpiece from station to station. A real scale production example produced a precision component in 11 seconds, versus 38 seconds on a conventional single-spindle lathe. That's roughly 327 parts per hour before downtime. But the machine is only the hardware. Tool geometry, CNC programs, cutting parameters, spindle synchronisation, tooling, bar feeding, chip evacuation, coolant, inspection and collision checked simulation all have to be engineered around the exact part. That is what it takes to integrate this machine into a factory workflow. This accumulated capability is what kept Germany and Japan at the pinnacle of machine-tool manufacturing for decades almost unchallenged. The advantage wasn't just building the hardware, but knowing how to program, tool and integrate these machines for thousands of different manufacturing requirements globally. China has now built much of that ecosystem at extraordinary scale, machines, controls, tooling, software, automation and integration. Its huge domestic manufacturing base has accelerated that learning curve dramatically. Today, Chinese manufacturers can increasingly offer sophisticated CNC and multi-spindle systems at 30-40% lower total costs in most applications, putting serious and relentless price pressure on German and Japanese builders. China produced 37% of the world's machine tools in 2025, compared with 12% for Germany and 10% for Japan. These are the machines that make the machines and ultimately determine how much an economy can manufacture. China is the biggest player as of now and growing faster than anyone else in manufacturing high-end machining tools. Source, Daniel Jansson

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Ammanichanda

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Polymorphic moulding: a manufacturing method that forms parts using a grid of computer-controlled pins: Each pin can move up or down independently, so together they shape a surface that acts like a custom mould. Instead of building a fixed mould for every product, the machine quickly repositions the pins to match a new digital model. This means a mould can be created in minutes, used, and then reshaped again for the next design. Because the hardware stays the same and only its configuration changes: > no permanent tooling is needed > very little material is wasted > setup time between products is minimal The system essentially turns mould making into a programmable process. Engineers send a design file, the pins form the mould geometry, and the material is cast or formed inside it. Especially useful for rapid prototyping and customised manufacturing, where many different shapes must be produced in small quantities without rebuilding tools each time. Credit: ---- Weekly robotics and AI insights. Subscribe free:

Polymorphic moulding: a manufacturing method that forms parts using a grid of computer-controlled pins: Each pin can move up or down independently, so together they shape a surface that acts like a custom mould. Instead of building a fixed mould for every product, the machine quickly repositions the pins to match a new digital model. This means a mould can be created in minutes, used, and then reshaped again for the next design. Because the hardware stays the same and only its configuration changes: > no permanent tooling is needed > very little material is wasted > setup time between products is minimal The system essentially turns mould making into a programmable process. Engineers send a design file, the pins form the mould geometry, and the material is cast or formed inside it. Especially useful for rapid prototyping and customised manufacturing, where many different shapes must be produced in small quantities without rebuilding tools each time. Credit: ---- Weekly robotics and AI insights. Subscribe free:

Ilir Aliu

38,234 görüntüleme • 6 ay önce

$ai ads already look exactly like normal ads this could be a real pet clip a normal living room product shot or a casual phone-style review same structure, same pacing, same emotional cues they convert the same as traditional creatives but cost a fraction and take hours instead of weeks to produce when ai blends into the feed performance doesn’t drop production friction does i broke down how to build ai ads that are indistinguishable from real ones and how to use them to scale faster with lower costs rt + comment “blend” and i’ll send the breakdown (follow for dm)$

ai ads already look exactly like normal ads this could be a real pet clip a normal living room product shot or a casual phone-style review same structure, same pacing, same emotional cues they convert the same as traditional creatives but cost a fraction and take hours instead of weeks to produce when ai blends into the feed performance doesn’t drop production friction does i broke down how to build ai ads that are indistinguishable from real ones and how to use them to scale faster with lower costs rt + comment “blend” and i’ll send the breakdown (follow for dm)

Alessandro

13,253 görüntüleme • 7 ay önce