ZenO launches public beta integrated with story for real-world data collection powering physical AI

ZenO at present introduced the launch of its public beta, opening entry to a brand new platform designed to gather, anonymize, and construction real-world, first-person information for coaching bodily AI programs reminiscent of robots, autonomous brokers, and embodied fashions. ZenO will make the most of Story’s Layer-1 blockchain expertise as its core infrastructure.

The launch comes at a second when bodily AI is shifting from analysis into manufacturing, however the information required to energy these programs hasn’t stored tempo. Robots skilled on scraped internet information or simulations wrestle with on a regular basis duties that people carry out intuitively. ZenO addresses this mismatch by enabling the gathering of first-person, real-world information (what folks truly see, hear, and do), creating a brand new basis for coaching embodied AI programs at scale.

By coaching on real-world, first-person information, bodily AI fashions will be fine-tuned to raised understand their environments, generalize throughout unpredictable situations, and carry out duties extra precisely and reliably as soon as deployed in the actual world.

ZenO additionally lately joined a member of NVIDIA Inception, a world program designed to help startups constructing superior AI applied sciences. Via this system, ZenO is accelerating the event of its Bodily AI Knowledge Community by leveraging entry to NVIDIA’s GPU ecosystem, technical experience, cloud infrastructure advantages, and go-to-market assets. This help permits ZenO to scale an enterprise-grade, rights-cleared information infrastructure required to coach robotics and embodied AI programs working in advanced bodily environments.

The beta is constructed on ZenO’s present MVP, now dwell at https://app.zen-o.xyz/, and focuses on validating the end-to-end product move for real-world information assortment: from seize to high quality assurance and anonymization. The beta will run for about 6–8 weeks.

In contrast to artificial information or scraped on-line content material, bodily AI programs require selfish information: what people truly see, hear, and do in real-world environments. ZenO permits contributors to seize steady first-person audio, video, and pictures utilizing both ZenO-branded sensible glasses or their cellphones, following clearly outlined information assortment missions.

How the ZenO beta works

In the course of the beta, customers can:

• Seize real-world audio, video, and pictures from a first-person perspective
• Add information by way of ZenO’s utility for automated formatting and integrity checks
• Have information reviewed by way of a multi-stage QA course of, together with AI-based screening and human evaluation
• Routinely anonymize delicate info, together with faces and identifiable textual content

After anonymization, contributors add structured metadata describing actions and environments throughout the footage. Authorised datasets are then securely saved and cataloged inside ZenO’s information market infrastructure.

Incentives and contributor rewards

ZenO makes use of a two-stage incentive mannequin for contributors:

• Fast rewards for information assortment, paid in XP throughout the beta section
• Income sharing if the contributed information is offered, with contributors receiving a portion of downstream gross sales in stablecoins

This construction aligns contributor incentives with long-term information high quality and business demand, quite than one-time labeling duties.

{Hardware} and seize choices

ZenO’s sensible glasses are manufactured through an OEM partnership and launched underneath the ZenO model, with specs similar to main shopper sensible glasses. The glasses help audio and video seize, hands-free operation, and all-day wearability. Contributors may take part utilizing smartphones, relying on mission necessities.

On-chain foundations and future roadmap

In the course of the beta, ZenO data wallet-signed consent and information identifiers on-chain, making a verifiable document of contributor authorization and dataset provenance. Full IP and information rights administration performance is deliberate for a future launch.

ZenO’s long-term roadmap contains writing metadata and licensing info for user-generated datasets onto Story, enabling programmable information rights, clear licensing, and automatic income distribution for AI coaching information.

“The true world doesn’t appear like the web,” stated Daybreak Kim, Co-Founding father of Zeno. “Bodily AI programs want high-quality, rights-cleared, first-person information captured in actual environments. This beta is about proving the muse for the way that information will be collected, structured, and used to coach fashions that really work outdoors the lab.”

ZenO is at the moment working with early information demand companions and can share traction metrics following the beta interval.

To be taught extra or be a part of the beta, customers can go to https://zen-o.xyz.

About ZenO

ZenO is a Bodily AI information assortment platform centered on capturing real-world, first-person (POV) human habits for coaching robotics and embodied AI programs. Via sensible glasses and smartphones, ZenO permits contributors to add video and picture information generated from on a regular basis actions. ZenO is designed to help a scalable, compliant assortment of real-world information for next-generation Bodily AI programs.

About Story

Story is an AI-native blockchain community designed to function the provenance, licensing, and financial layer for AI information and fashions. Powered by the $IP token, Story permits datasets, fashions, and AI-generated outputs to be registered as mental property, licensed programmatically, and monetized with built-in attribution.

Backed by $136 million from a16z crypto, Polychain Capital, and Samsung Ventures, Story launched its mainnet in February 2025 and is constructing foundational infrastructure for the AI economic system. By making IP native to the info and mannequin lifecycle, Story gives the belief and financial rails required for AI programs to scale responsibly throughout enterprises, builders, and world markets.

Contact Henri Vies, Head of Communications, Story: henri.vies@piplabs.xyz

Disclaimer: This can be a paid put up and shouldn’t be handled as information/recommendation.