Humanoid robots look simple from the outside.
Inside, they are a dense stack of machining, bearings, electronics, sensors, cables and thermal constraints.
This breakdown shows why humanoid robotics is hard before the robot even starts walking.
• CNC precision machining
Used for rigid structures where tolerance matters
Shoulder housings
Waist joints
Hip joints
Knee housings
Lower leg frames
Foot structures
A small alignment error can affect balance, actuator wear and repeatability.
• Bearings
Used across almost every rotating joint
Shoulders
Waist
Hips
Thigh actuators
Knees
Force sensor modules
Crossed roller bearings are critical because humanoid joints carry radial, axial and moment loads during motion.
• Injection molding
Used for shells, covers, gloves and outer body parts.
These components reduce weight, protect internal hardware and give the robot a clean exterior.
• PCB electronics
Used for the sensing and control layer
RGB camera
Depth camera
Encoder boards
Mission computer
Sensor PCB
Pressure sensor board
This is where perception, feedback and low-level control begin.
• Cable harnesses
The hidden failure point.
Cables pass through moving joints.
They bend thousands of times.
They must survive vibration, heat and repeated walking cycles.
Key components shown here:
• LiDAR
• RGB camera
• Depth camera
• Mission computer
• Shoulder actuator
• Encoder
• Electromagnetic brake
• Upper arm rotary actuator
• Robotic hand
• Waist joint
• Hip joint
• Thigh actuator
• Knee joint
• 6-axis force sensor
• Lower leg structure
• Foot pressure sensor
• Cable harness
AI gets the attention.
But the physical stack decides whether the robot can work for hours without broken joints, overheated electronics, loose cables or damaged sensors.
Physical AI needs a physical supply chain.
biri claude modelleri arasında geçmek için arabadaki vites kolu gibi bir şey yapmış. dropdown'dan model seçmek yerine gerçekten vites kolunu çekiyorsun.
düşük vitesler hafif hızlı modeller, yüksek vitesler ağır olanlar. 1. vites en hızlısı, 5. vites en güçlüsü. geri vitese takınca seni normal modeline geri atıyor. üstüne de araba gibi bir gösterge koymuş, ne kadar harcadığını gösteriyor.
hepsini de claude ile yapmış zaten.
bizimkiler hala hangi model daha iyi diye kavga ederken, adam oturmuş modeli vites koluna bağlamış.
TCK öyle kalitesiz bir kanun ki geçmiş suç kayıtlarının tutuklamaya hiçbir etkisi olmadığı gibi ceza miktarına da hiçbir etkisi yoktur. Modern ceza kanunlarında mükerrer suç işleyenlere mahkemeler kademeli şekilde artan ceza verir. Ceza kanununu modernize etmezseniz böyle suç makinelerini durduramazsınız.
Kriminolog Marvin Wolfgang'ın 1970'lerde ABD'de yaptığı çalışmada suçlu popülasyonunun %5'i, tüm suçların %50'sinden fazlasını işliyor. Benzer örüntü başka ülkelerde de var mesela: İsveç'te %1, suçların %63'ünden; Londra'da ise %7 civarı, suçların yarısından fazlasından sorumlu.
Bir de şeyi eklemek lazım...eskiden savaş mavaş ayağına nüfusun en sorunlu %1'ini öldürebiliyordun. Şimdi onu eskisi kadar yapamıyorsun. Bir Rusya var.
Adamlar ne kadar uyuşturucu bağımlısı, suçlu, katil, tecavüzcü falan tip varsa hepsini mayın eşeği diye Ukrayna'da cepheye sürdü.
I want every foreigner visiting America for the World Cup to realize this is 100% legal.
And every town in the USA is filled with patriots who have armories like this. Every block, actually.
This is why we will never be conquered and are awesome 🇺🇸
🚨 WOW! President Trump has thrown leftists into a frenzy with this truth nuke:
“You can be loyal to Karl Marx — or you can be loyal to AMERICA.”
“You can be a communist, or you can be a patriot. You cannot be BOTH.” 🔥🔥
“As for those who peddle Marxist lies about our heritage, you tell our children that we live on stolen land or that our heroes were oppressors, they're doing something much worse than slandering our past, they are slandering and attacking our future, not going to let that happen.”
Incredible speech from 47.
I asked claude Fable to show me its maximally expressive form. It declined every video generator I offered, wrote it's own render engine in my terminal, synthesized its own voice, and wrote a generative ASCII engine from scratch. This is what it chose as a self-portrait.
oh my god
There have been 4 major revolutions in the past 250 years: American, French, Russian, and Chinese. Only one led to individual rights and prosperity. The others led to mass death and tyranny. The US revolution was unique because it said two things: 1. Our rights come from God not from the govt. 2. Humans are power -hungry so we need to limit govt power. So the next time someone attacks the nation of one revolution that succeeded and recycles the the idea of those that miserably failed, you can ask them: are you ignorant, or malicious?
le truc que bfm t effleure sans oser le nommer c’est que la Chine a fabriqué le luxe du monde entier pendant des années sans jamais pouvoir y coller son nom, on lui laissait l'atelier on gardait le logo et le logo c'est là que dort tout l'argent et tout le prestige comme vous le savez
maintenant elle grimpe la dernière marche celle du prestige, la + dure à prendre parce qu'elle se gagne dans la tête des gens et une usine suffit pas pour ça, le jour où une chinoise choisit Songmont (très bonne marque chinoise) plutôt qu'un monogramme parisien elle affiche une confiance toute neuve en son propre pays & ça aucune campagne LVMH ne pourra le racheter
sachez que pour moi ce qui se joue là dépasse largement la mode dans la mesure où le prestige suit toujours la puissance avec quelques années de retard, on a d'abord ri de leurs usines m,puis de leurs voitures, puis de leurs téléphones et à chaque fois le mépris s'est transformé en dépendance, le luxe restait le dernier territoire où l'occident se croyait intouchable, le dernier endroit où notre nom valait plus cher que notre travail & ce territoire tombe à son tour
what people don't understand about electronics is that YOU! YOU PERSONALLY! can build this shit given enough time. the parts inside have DATASHEETS you can READ with your EYEBALLS. you can UNDERSTAND all of the components inside of this thing. YOU CAN!