Mission #16 Pick and Pack Pick up, sort, move, and pack everyday household items into a box or container. Use different objects and arrange them naturally while keeping the full interaction clearly visible. Important: The Steps, Required, and Do Not sections have been fully updated. Please read the mission guide carefully before recording and uploading. For this mission: - Head or face mounted phone only - Landscape mode required - Both hands must stay visible - First person POV only - 0.5x - 0.7x wide angle - Keep the box, objects, and hand interactions clearly visible Upload via ZenO Core: app.zen-o.xyz/ Your data helps build the future of Physical AI.

What robot AI needs isn't faster reactions. It's the ability to know when it has failed. At ZenO, we ran about 3,000 experiments in simulation using the robot AI model pi0.5. When we moved an object while the robot was reaching for it and told it right away, it made no difference. The model kept looking at the scene and caught up on its own. When the robot dropped an object it was carrying, things were different. Once we told it exactly what happened ("You dropped it, start over"), the failure rate fell from 14.9% to 8.1%, nearly cut in half. So the real challenge is knowing precisely what went wrong. That requires data showing what kind of failure occurred, what the situation looked like right after, and how a person recovered from it. Most robot data today is just clean footage of success. ZenO is collecting diverse failure and recovery data to help build robot AI that can notice its own mistakes and fix them.

Kicking off @kbwofficial week at @0xEastPoint in Seoul. The ZenO team will be around Seoul throughout Korea Blockchain Week, connecting with builders, investors, and ecosystem partners while sharing what we’re building for Physical AI. Great conversations today, and looking forward to more throughout the week. If you’re around KBW, feel free to reach out.

I'm pre-registered for the DAC mainnet launch. Mission card in hand — see you at the gate. @dac_chain interstellar.dachain.io/api/…

What turns everyday human activity into something a machine can actually learn from? It’s not just the video itself. The value comes from how movement, context, timing, and interaction are captured and structured. That gap between raw activity and usable training data is where a lot of the real work happens. ZenO is focused on building that layer for Physical AI.

Missions #14 and #15 are now live. Mission #14 Refrigerator Organizing Take out, sort, move, and rearrange food and containers inside your refrigerator. Mission #15 Food Preparation Wash, cut, peel, measure, and prepare ingredients before cooking. Important: The Steps, Required, and Do Not sections have all been fully updated. Please read the mission guide carefully before recording and uploading. For both missions: - Head or face mounted phone only - Landscape mode required - Both hands must stay visible - First person POV only - 0.5x - 0.7x wide angle Upload via ZenO Core: app.zen-o.xyz Your data helps build the future of Physical AI.

ZenO Weekly Update Last week, we focused on expanding contribution options and strengthening the infrastructure behind ZenO. Here’s what changed: - New Voice Mission is live: Tell Us About Your Day. Contributors can now submit short English voice recordings directly through ZenO. - We strengthened monitoring in Sim Teleoperation to detect abnormal activity and restrict suspicious bot-driven accounts. - We improved parts of our backend processing and validation pipeline to better handle incomplete submissions, failed processing jobs, and anomalous data before rewards are calculated. - Additional data integrity checks are being introduced to make validation more consistent across different contribution types. - We continued improving system reliability as submission volume grows across ZenO. Cleaner data, stronger validation, and more reliable infrastructure behind every contribution. More updates soon.

Bad Bikers Death Race is literally a big boys Mario Kart. That’s how I position it. Sometimes I say it and it feels like a line, Playing the test version last week reminded me of this positioning. And frankly, it could be bigger than Mario Kart boys, Frankly it should be. I looked around the gamer cafe and no one was having as much fun as me. Relentless violence at racing speeds - the dream team. What a feeling. What a time to be alive. Fly with the brotherhood. And if you’ve got a PC and want to test it out for yourself , jump in @Bad_Bikers_NFTs discord, link in our bio.

GM to all the builders building cool stuff that's meant to endure. Fly with the brotherhood.

Building ZenO isn’t just about collecting more data. We’re continuously improving missions, validation, contributor tools, and the pipeline behind every submission. There’s more being built behind the scenes. More updates soon.

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Death race is really starting to come together. I originally hoped to front run grand theft auto which still seems to be coming out on my birthday this November. That won’t be happening. Grand theft auto coming out now has been incredible to watch for a number of reasons. To see what’s possible for a game, yes, but also to see what kind of love, excitement and anticipation, the world of a game can insight in the gamers. Rockstar games are revolutionary and they are raising the bar and setting new standards with grand theft auto six. It is an inspiring benchmark to measure everything we do against. We have been inspired by grand theft auto’s culture , by its unapologetic lawlessness, and we have focused in on what we believe is the funnest part of the grand theft auto game Loop. Bad bikers death race is coming from humble beginnings but we like rockstar are holding ourselves to incredibly high standards, trying to break the mould, trying to raise the bar for our genre, and trying to be as wildly fun and entertaining as possible. Thank you, @RockstarGames for everything you’ve done for gaming. Hopefully bad bikers can make you proud.

Death Race is coming. Who wants to try it out?

Death Race is being built on that same GTA 6 energy humble beginnings, no shortcuts, chasing the fun loop with everything we've got.

just a guy trying to build @elementborns

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New Voice Mission is live: Tell Us About Your Day Talk freely about what happened today for 1–2 minutes. No script just speak naturally, like you’re talking to a friend. For the best recording quality: • Record in a quiet room • Keep your device at least 10 cm away • Use the device microphone, not a headset or earphones • No music or other audio in the background • If someone else is recorded, make sure they’ve agreed to participate Start recording on ZenO: app.zen-o.xyz/data/audio

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Something is waiting in the shadows.👻 Link: mixels.fun/ Fill the form and claim your place on the whitelist.