𝒮𝒽𝒶𝒽𝒾𝓃 𝒢𝒽

@0xMASTER82 @PrismaXai Gprisma bro

Hey everyone lets talk about @PrismaXai Eval Engine the brain and the ruthless judge of this whole physical AI robotics ecosystem Imagine you are sitting at home controlling a real robot like Unitree G1 or a desktop arm you are drinking tea you are moving objects around every single movement every grip every drop generates raw data Now who is going to clean all this data who is going to decide what is gold and what is garbage Eval Engine steps in It is an automatic AI-powered evaluation engine that scores every teleop session from 00 to 10 not by human hand not by subjective opinion but fully automatic and intelligent How does it score Motion how natural diverse and useful the movements were Semantics how meaningful the task was did the robot actually do something real or just wave around Richness and Diversity how real and varied the environment was lights angles different objects Aesthetic Quality visual cleanliness of the data Optical Flow plus Embeddings it uses CLIP DINOV2 and optical flow analysis to understand exactly what is happening Anything that scores high becomes golden data for training robotic foundation models low score gets rejected or very low reward This means we no longer do more data is better quality is what matters For the operator you the more clean and smart you work the higher score you get the more tokens points income you earn For the robot owner the robot no longer sits idle it becomes a miner that earns based on the quality of data it produces For AI companies only clean validated data reaches them so their models learn faster and better This Eval Engine is exactly what takes Physical AI from experimental and messy to scalable reliable and economic It is like Proof of Work but for real world data Prismax with this Eval Engine and Data Flywheel is building a magical loop human to robot to high quality data to better model to smarter robot to more data Think about it a future where robots actually work we help them remotely and everything gets fairly rewarded by a smart judge like Eval Engine This is not just teleoperation this is the future of the robotic workforce What do you think are you ready to operate and hit 09 plus scores Prismax PhysicalAI EvalEngine Robotics AI @MaxC16134

@MarziehF48112 @PrismaXai Prisma on TOP

Voice-driven actions. Real-time interaction. Physical intelligence. With @PrismaXai, AI is no longer limited to understanding text. It’s starting to understand the real world.

@Mlvmahdii @PrismaXai @shayebackus @vivianrobotics @MaxC16134 gPrisma

Gprisma fam Standing between the present and the future. Prisma is redefining teleoperation by connecting human instinct with robotic precision, proving that distance is no longer a limitation, but an advantage. @Prismaxai @shayebackus @vivianrobotics @MaxC16134

BitRobot is not just another AI x crypto narrative. Most AI learns from screens, but embodied AI needs real world tasks, robot movement, human feedback and verifiable data. That’s where @BitRobotNetwork gets interesting. @targetraj2

@0xsepiata @PrismaXai very nice kaftar

✍️ @PrismaXai is treating teleoperation like internet infrastructure for robotics. Real operators → real robot actions → scored trajectories → better Physical AI The focus on recovery + edge case data is what makes it interesting🦾

@tamaraa901 @PrismaXai @MaxC16134 @vivianrobotics Gprisma Tamara

@shahingh1987 @PrismaXai @MaxC16134 @vivianrobotics Gprisma shahin

That’s where Prisma comes in. Real world data. Human powered training. Robotics moving closer to everyday life. Built different. @PrismaXai @MaxC16134 @vivianrobotics

@Oxb333 @PrismaXai @vivianrobotics @MaxC16134 Nice job dude

I made the @PrismaXai logo in Minecraft ⛏️ No tools. No design software. Just blocks. @vivianrobotics @MaxC16134

@Mim5100 @PrismaXai @vivianrobotics @MaxC16134 @shayebackus Your arts are amazing

Gprismaaaaa fam😻 A beautiful final art dedicated to your loving look🤗 @PrismaXai @vivianrobotics @MaxC16134 @shayebackus

@Mim5100 @vivianrobotics @MaxC16134 @PrismaXai Thanks Mahboob

@shahingh1987 @vivianrobotics @MaxC16134 @PrismaXai Grate content 🔥👏

PrismaX = The Service Layer for Physical AI Open Source TeleOp Stack + Eval Engine (CLIP + DINOv2 + optical flow auto-scoring) → high-quality real-world data for robotics foundation models. Robots = Miners | $30–50/hr from data + real tasks @vivianrobotics @MaxC16134

@Azade7585542676 Nice thread bro

Page 1 The biggest challenge in robotics is this: robots perform incredibly well in virtual environments, but they often struggle in the real world. PrismaX solves this with a 3-step strategy:

@SamiraDavodi @PrismaXai @vivianrobotics @MaxC16134 @shayebackus Nice art sdva

Robots are useless without real world data. @PrismaXai is building the network where humans, robots, and AI train together in real time. This isn’t just another AI project. It’s infrastructure for the robotic economy @PrismaXai @vivianrobotics @MaxC16134 @shayebackus

@0xsepiata @PrismaXai Nice art sepi

Everyone talks about humanoid robots. Very few talk about the infrastructure needed to train them. PrismaX is building the bridge between humans and autonomous machines through real world robotics data and teleoperation 🦾 @PrismaXai 🦾

@0xabbas1 @PrismaXai @vivianrobotics @MaxC16134 gPrisma bro

Ideas turn into reality one connection at a time wires circuits and intelligence all working together behind the scenes @PrismaXai represents the moment machines stop being tools and start becoming collaborators @vivianrobotics @MaxC16134

@vivianrobotics @a16z @PrismaXai

Bringing physical AI and crypto together during @a16z #NYTechWeek 🤖🗽 Come grab a drink with the @PrismaXai NYC crew 🍸 I’ll be there too 👀 partiful.com/e/GxfjRxDRUK8w…

A samurai does not swing without purpose. Every move has timing. Every silence has weight. That is the PrismaX vibe to me. Focused, sharp, and built with the kind of discipline that does not need noise to be noticed. @vivianrobotics @MaxC16134

@cryptoearningir @PrismaXai Gprisma

🤖 AI needs more than GPUs. It needs real-world experience. PrismaX is building the infrastructure where robotic systems can learn, adapt, and operate using real-world data powered by decentralized networks. The future of Physical AI is just getting started 🚀 #AI #Robotics

@Mim5100 @PrismaXai @vivianrobotics @MaxC16134 @shayebackus Very nice fam

Gprismaaaaa fam😻 How do you spend your leisure time? That's how it goes for us.🤗 @PrismaXai @vivianrobotics @MaxC16134 @shayebackus

@0xMASTER82 nice info mate

PrismaX how it helps our daily life Imagine sitting at home holding a laptop or phone and controlling a real robot from a distance. It is not just a game but the robot actually does real work like folding clothes cleaning the house or handling precise tasks. This is what @PrismaXai makes possible. With teleoperation technology you transfer your skills and experience directly to the robot. The robot performs real tasks right away and high quality data is collected at the same time. These data help the robots become smarter every day. Here are some ways it helps our lives. At home robots can handle repetitive tasks such as cleaning cooking simple meals folding clothes or caring for children and elderly people. This brings a lot of comfort especially for older adults or those with physical limitations. In the workplace robots work in factories warehouses or on precise assembly tasks without getting tired or making human errors. Productivity increases and people can focus more on creative work. In healthcare they assist nurses in hospitals perform precise surgeries or operate in places too dangerous for humans such as mines contaminated areas or after natural disasters. In security and exploration robots can enter hazardous environments and do jobs that put human lives at risk. PrismaX does not want robots to replace humans. The goal is for robots to become companions and helpers. This way we have more time for family hobbies rest and the things we truly enjoy Hard and tiring physical work decreases and life becomes calmer and higher in quality. Every time someone like you or me uses the system the entire robot network moves one step forward. It is a calm and continuous cycle. Robots work data is gathered intelligence improves and they help humans more. Overall PrismaX is helping to build a future where technology serves human peace and progress not the other way around @MaxC16134