googooli
885 posts


Robotic Arms That Restore Freedom
Look at this person smiling while drinking with their robotic arm. A simple daily moment made possible through technology.
This drawing represents the future we’re building with @PrismaXai smart, intuitive robotic arms that bring back independence, confidence, and joy in everyday life.
From holding a glass to embracing new possibilities, the future of prosthetics is deeply human. 🦾
(You will see proof of work in the next post.)
#Robotics #PrismaXai
@vivianrobotics
@MaxC16134
@shayebackus

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One of the most interesting things about @RoboX_to is how it collects robotics training data from real people instead of controlled lab environments
Simple first person videos of everyday tasks become high quality datasets for training the next generation of embodied AI

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The industry loves talking about bigger models but rarely admits most current data is too narrow or synthetic to teach real physics
@PrismaXai prioritizes egocentric task focused data captured from actual human controlled robots in varied environments
This approach gives models the grounded understanding they need instead of patterns from low resolution or unrealistic footage
Human operators inside prisma supply the diversity and quality that synthetic data still cannot match at scale
Over time this creates robots that generalize instead of overfitting to lab conditions

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gprisma♥︎
1/
A robot doesn't become capable by seeing more data.
It becomes capable by learning from the right data.
Behind every reliable action is a chain of human decisions: what to keep, what to reject, and what is worth learning from. 🦾
@PrismaXai
KiashaA♥︎base.eth@KiashaABnb
gprisma♥︎ 1/ 🃏 Playing poker against AI made me realize something. The hardest part isn't choosing the next move. It's knowing the model learned from the right ones. A smart decision is only as good as what taught it. 🦾 @PrismaXai
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A fresh artwork for the @RoboX_to. community. ✨
Today’s piece is dedicated to @0x_obscuro
Every piece tells a different story, and this one celebrates the people making RoboX stronger every day.
@0xsikdar @MohdSarim0




hoda@slmanhdy66
Locked in with the @RoboX_to fam. This custom piece is dedicated to @MasoudsNft. Shoutout to his awesome vibe in the community. @0xsikdar @MohdSarim0
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better robots start with better data, but that part is easier to say than to build
a robot clip is not automatically useful just because something moved on screen
PrismaX looks at the full run: overhead view, wrist cameras, joint angles, URDF match, prompt alignment, lighting, smooth trajectory, recovery and whether the task was actually completed in a way a model can learn from
thats why human data quality matters so much for Physical AI. software can check the baseline, but people still judge if the demonstration is training grade or just noise with nice motion
Simple but important

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From an ancient castle to the sky… ✨
One key. One dragon. One impossible adventure.
With @PrismaXai , anything is possible.
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The future belongs to innovation! The PrismaX network is pushing boundaries by combining decentralized AI and next-gen robotics.
Our smart AI mascot is officially in the lab, ready to change the game. Big updates are coming soon!
@PrismaXai

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The AI industry borrowed its intuition from language models
Collect more data
Train a bigger model
Repeat
That recipe worked because text already came with meaning
Robotics is different
A robot watching someone fold a shirt does not automatically understand where force was applied
Why one grasp failed
Why another succeeded
What part of the motion actually mattered
The internet is already full of physical behavior
The missing piece is not more behavior
It is a system that decides which behavior deserves to become machine knowledge
That is why I think people keep misunderstanding @PrismaXai
They see another robotics data project
I see a company asking a much stranger question
Can judgment itself become infrastructure
If the answer is yes the companies collecting the most data may not be the ones defining the next generation of Physical AI

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Looking at the city...
Not to admire it, but to understand it.
Because every street, every object, and every interaction is another chance for robots to learn from the real world.
That's how Physical AI moves forward.
@PrismaXai
#gprisma

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There's no messy, chaotic data here; these Validators act like a golden filter. They make the data so clear and precise that Vivian Robotics robots no longer have any errors in understanding the environment.
@PrismaXai @MaxC16134 @vivianrobotics @AmberShiroo

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A clash of power and intellect.
@PrismaXai where every move changes the game. Are you ready for the challenge?

Alanm@Faryadm70
The Discord stage is officially ELECTRIC Right now, 140+ people are in the @PrismaXai Auditorium for an epic Karaoke Night. Drop everything, hop into our Discord server and join the vibes right now before you miss it.
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The First 100 Validators campaign is a clever filter
@PrismaXai is not only rewarding activity
it is trying to surface people who can judge robotics data with consistency
that matters because future Physical AI systems will need more than contributors
they will need trusted evaluators

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