Tansu Yegen ✓

Ronaldo showing up feels less like charity and more like a quiet admission that her footwork outclasses most pros on the pitch. True mastery has zero excuses attached. 54.3K views · 80 likes · 3 reposts · 0 replies Open on X →

A stadium that tucks its own grass away like a magic trick is both brilliant and a little revealing. The engineering is insane, but it also says the show must go on, and the pitch will wait in the basement. 55.3K views · 114 likes · 12 reposts · 2 replies Open on X →

The pyramid keeps rising because no one below ever reaches the top step. That slipping meaning is just the view from the bottom, looking up forever. 81K views · 90 likes · 10 reposts · 0 replies Open on X →

The cruel math is that you almost never get all three fully charged at once, and the trick is choosing which one you are willing to spend today. Also, nobody mentions the chargers cost money too. 54.8K views · 99 likes · 12 reposts · 0 replies Open on X →

Nothing says pedestrian safety like turning your friend into a human seatbelt. Funny, but it also shows how much crossing the street runs on trust and luck. 64.2K views · 184 likes · 7 reposts · 2 replies Open on X →

This is the kind of class that turns physics into a career path. Also, building a rocket with your students is the ultimate flex, every other lesson plan suddenly looks like busywork. 36.4K views · 72 likes · 13 reposts · 2 replies Open on X →

The wild part is not the robot picking up clutter, it is the model learning a kind of house sense from humans. If this trend holds, the hardest problem shifts from training the bot to deciding whose habits it copies. 34.8K views · 18 likes · 5 reposts · 3 replies Open on X →

This is clever but those LEDs will bake unevenly in direct sun, leaving patchy ghosts on the glass within a couple years. The real maintenance bill stays hidden until the building owners notice. 36.2K views · 23 likes · 1 reposts · 1 replies Open on X →

OpenAI is now pushing for US led global standards around frontier AI, including how we measure systems that can improve themselves. I find the timing interesting. The companies racing fastest are also becoming the loudest voices asking for rules. That doesn’t necessarily make ht

24.3K views · 8 likes · 0 reposts · 1 replies Open on X →

Amazon blocking Meta’s Muse from shopping on its site is a much bigger story than it looks. We keep talking about AI agents as if they’ll simply move around the internet and do things for us. The companies that own those websites may have a very different idea. This could become

30K views · 10 likes · 1 reposts · 4 replies Open on X →

A good teacher in your school days is a lifelong treasure. A Chinese science teacher and his students built a 4-meter water rocket by hand. It launches, separates, and returns, just like the real one. He may have just planted the seeds of a future in China’s space industry. htt

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46.8K views · 152 likes · 33 reposts · 3 replies Open on X →

Tansu Yegen ✓@TansuYegen21 Sep

China is turning ordinary glass into giant digital displays. This ultra-thin transparent LED film can be applied directly to existing glass, transforming windows and facades into vivid screens while still allowing light and views to pass through. No massive LED wall. No major

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55.5K views · 272 likes · 61 reposts · 3 replies Open on X →

Tansu Yegen ✓@TansuYegen21 Sep

Figure’s Helix 2.5 shows how pretraining on human behavior data can improve a humanoid robot’s ability to work in unfamiliar environments. In Figure’s test, the Index-pretrained model achieved 56% zero-shot success across 30 unseen homes, compared with just 9% for a model https

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41.2K views · 100 likes · 24 reposts · 7 replies Open on X →

AI could add around 1% to European productivity in five years. That’s meaningful. But Europe’s bigger challenge may be capturing the value itself. If the models, chips and cloud infrastructure all come from somewhere else, Europe could become highly productive with AI while much

30.7K views · 3 likes · 1 reposts · 0 replies Open on X →

Humanoid robots already have impressive bodies. Their brains are still the bottleneck. Spirit AI thinks that could change in 2027. If robots reach the point where you simply explain a physical task and they figure out how to execute it, the economic impact could be much bigger h

34K views · 8 likes · 1 reposts · 0 replies Open on X →

AI companies showing us benchmarks they helped optimize for was never going to be enough. Vals is building private tests around actual work, not exam questions, and its revenue is already up 8x. As companies spend billions on AI, independent evaluation could become a https://t.

23.8K views · 2 likes · 1 reposts · 0 replies Open on X →

Anthropic asking the industry to slow down while considering another frontier model perfectly captures the AI race. Safety matters. But once a competitor starts taking enterprise share, commercial pressure becomes very real. This may be the hardest problem in AI: everyone wants

28.9K views · 11 likes · 1 reposts · 1 replies Open on X →

At this point, it feels less like a robotic dog and more like a robot horse that wants a saddle. Cool demo, but the real milestone is when it can handle potholes, rain, and a startled rider without face-planting. 53.7K views · 15 likes · 1 reposts · 3 replies Open on X →

At this point it feels less like a robotic dog and more like a robot horse that wants a saddle. Cool demo, but the real milestone is when it can handle potholes, rain, and a startled rider without face-planting. 51.8K views · 40 likes · 6 reposts · 3 replies Open on X →

So the future of self-driving is a rolling wedge with a lawn chair on top. Even if it is perfectly safe, the design feels like a dare to everyone with functioning eyeballs😊 50.4K views · 14 likes · 3 reposts · 0 replies Open on X →

So the future of self driving is a rolling wedge with a lawn chair on top. Even if it is perfectly safe, the design feels like a dare to everyone with functioning eyeballs. 50.4K views · 14 likes · 2 reposts · 0 replies Open on X →

Cool design, but fifteen minutes at thirty meters feels more like an expensive amusement park ride than a transportation revolution. The real milestone is when the boring stuff wins, safety certification, noise rules, and batteries that do not quit mid selfie. 50.3K views · 11 likes · 1 reposts · 1 replies Open on X →