ZENO

@ZUUAtqCvqoKX1vR @ZenO4AI Please open a ticket on Discord for inquiries related to the Data Expert role.

Watching how AI and Web3 merge in real data markets. @ZenO4AI looks interesting.

The foundation is taking shape We’ve been building the core of ZenO how human actions turn into meaningful signals, and how contributors stay in the loop. That foundation is nearly ready. ZenO Beta is coming soon.🕐

From VLMs to PhysBrain 👀 VLMs (Vision-Language Models) help AI understand what it sees. But most training data is third-person, which doesn’t match how robots see the world. Robots must act in the physical world so they need first person ego centric data. That is why large scale datasets including over 10,000 hours of first person footage from real factory workers have already been used for robot training. Ego centric video significantly improves a robot’s ability to perceive reason and plan tasks. First person data enriched with task specific questions answers and reasoning is essential for Physical AI. ZenO sits at the center of this shift enabling the transition from VLMs to PhysBrain.

ZenO MVP launches in December 2025. The first version of ZenO will introduce a new way to capture, contribute, and work with first-person data for AI. We’re getting closer. ⏳

@mushy OMG 😚

dear lord I was 15 when I made my X #MyXAnniversary

@0xMiden GM🫡

gMiden or gm 😩

Do you know ____? 👀 The OECD report from 2024 highlights that data is the core driver of AI competition. AI performance depends on the scale diversity and quality of data and large companies control massive datasets while startups cannot access them. The OECD calls this the data network effect. High quality data is essential for AI safety and fairness and especially critical for robotics AI. Data scarcity is already limiting growth and data is becoming a scarce strategic resource. ZenO offers a real alternative to the problems of today’s data markets, from regional discrimination against workers to unethical data supply chains. Keep watching what we build next 🫡

7/ ZenO is not just a data platform. It is a global network for a new era of intelligence. Anyone in the world should be able to contribute data without contracts or friction. Traditional data collection simply cannot scale to this level. ZenO collects real world object understanding, interaction patterns, affordances, and task logs. For robotics AI companies, it is hard to imagine anything more valuable

6/ We capture this across objects, environments, and human actions and deliver it in structured form to companies. This is a domain that cannot be solved by foundation models like GPT. And this is exactly why ZenO is necessary.

Let us go a bit deeper today 👀 ZenO is a data collection platform for robotics AI. So what kind of data do robots actually need?

OpenAI and Meta have been outsourcing AI data work to developing countries. They paid outsourcing companies about $12 per hour, but the actual data workers received less than $2. These workers had to work under unstable contracts with very low pay. ZenO follows the spirit of blockchain by removing middlemen and working directly with the workers. We provide fair rewards based only on performance, not on location or region. It is time to think seriously about ethical AI data supply chains. Data annotators around the world will stand with ZenO..🫡

@StoryProtocol @magma_com @CipherOwl Building the future of AI data with Story 🚀

Gm November. A look at what went down in the Story Ecosystem last month ↓ ▸ @magma_com's Story integration went live, enabling 3.6M+ Web2 artists to license and monetize their work seamlessly. ▸ Eco app @CipherOwl raised $15M to build the compliance intelligence layer for institutional crypto. ▸ $IP joined Grayscale’s Decentralized AI Fund in their quarterly rebalance. ▸ $3B+ in BTC infra unlocked: @Lombard_Finance announced an integration with Story that will enable Bitcoin-backed payments and rights guarantees for creators. ▸ @GimiApp (formerly Blockbook) got a V2 glow-up, giving brands and creators a reimagined way to collaborate on UGC campaigns. ▸ @Aria_Protocol secured $500K from @OKX_Ventures and @SeliniCapital, following on their $15M raise in September. ▸ Contributions for Aria’s $ARIAIP Community Offering were oversubscribed on @buidlpad within an hour. Stay tuned for more details. ▸ @Aria_Protocol entered the $57.5B global art market with a strategic @seditionart partnership. ▸ @ZenOGlasses announced their integration with Story for IP registration and monetization to ensure that all robotics AI training data is rights-cleared and ready for use. ▸ @cantinaxyz published their case study on how they help power Story’s IP infrastructure. ▸ Our inaugural Security Space Council gathered for a Space, shout out: @ethicraul @patrickalphac @veratheape @lxjhk @LewellenMichael @_bendersgreat_. ▸ @AvailProject integration went live, enabling one-click USDC swaps from 11+ EVM chains directly into $IP on Story. ▸ Registrations are open for the second Surreal World Assets Buildathon, our virtual buildathon series with a focus on RWAs. ▸ The next round of Story Event Grants went live, with a focus on supporting the Surreal World Assets Buildathon. ▸ The official @Moonbirds merch store went live on @ABLO_Official. Here's to an even bigger month ahead.

Doesn’t that seem unfair? 🤔 A company generating $1 billion annual revenue from data labeling pays crowd workers only $15/hour, mostly hiring in lower-wage developing countries At ZenO we protect the rights and income of data collectors and labelers Minimizing middlemen is at the heart of the decentralization spirit..

After sharing the news of our onboarding to @StoryProtocol, we’ve received incredible support from many people. We truly appreciate everyone’s dedication! In Q4 2025, the XP incentive system will be unveiled. Stay tuned. Data is your power🫡