2026 marks a historic inflection point in global AI infrastructure investment. The five major North American tech giants — Google, Amazon, Microsoft, Meta, and Oracle — are projected to collectively surpass $700 billion in capital expenditure, up nearly 77% from roughly $410 billion in 2025. In Q1 alone, their AI-related capex reached

Since the Data Mining module launched, we’ve received a steady stream of questions from the community — many of them repeating across privacy, points calculation, and future roadmap. This is our attempt to answer every core question in one place. The Basics What is Data Mining? Data Mining is a

Tens of billions of data interactions happen on the internet every day — users browsing, publishing content, clicking recommendations, filling out forms. But the ownership confirmation, authorization management, and value settlement that should accompany all of that data relies almost entirely on centralized platforms and manual legal processes. A single data

Key takeaways: Idle Yield products have the lightest UX and the heaviest engineering in all of Web3 — the largest gap between frontend simplicity and backend complexity. The design challenges stack across four dimensions: value anchoring → privacy trust → anti-cheating → economic sustainability. DataDID's Data Mining is currently the most complete

In 2021, someone paid $2.9 million for a tweet minted as an NFT. What actually lived on-chain was roughly this: an ERC-721 token containing a metadata pointer, pointing to a JSON file on an IPFS node, which in turn pointed to the actual content stored somewhere else. Three hops

If you just heard about DataDID, or you’ve signed up but aren’t sure what it actually does — this guide is for you. DataDID is MEMO’s decentralized data identity system, with over one million registered users. It’s not a single check-in tool. It’s an entire product

Since DataDID launched, community growth has far exceeded expectations. Hundreds of thousands of users have minted their social content as on-chain assets through DataDID. With the Data Mining module now live, even more people are turning their browsing behavior into an ongoing source of income in the AI era. None

In 2024, cumulative GDPR fines in the EU surpassed €4.5 billion. That same year, the U.S. Copyright Office began re-examining the fair use boundaries of AI training data. The New York Times sued OpenAI, demanding the destruction of model weights trained on its content. Japan revised its Act

If someone told you there's a browser extension that earns you passive income just by being installed — no setup, no extra steps — your first reaction probably wouldn't be excitement. It would be suspicion. That's a reasonable response. Over the past decade, the "free

Ever since Data Mining launched, the most common question we’ve seen is: How exactly are points calculated? Why do some people earn nearly twice as many points as others, even with similar online time? It’s a great question because it gets to the heart of one of Data

Last week, Anthropic published a research report titled Paving the Way for Agents in Biology. The team deployed multiple scientific AI agents — Claude, GPT, Biomni, and others — into virology databases like NCBI Virus to run sequence data retrieval experiments. The results were surprising: without an added deterministic retrieval layer, not

The United Nations University Institute for Water, Environment and Health released a report a few days ago. The numbers are blunt enough to make you stop and sit in silence for a moment: by 2030, global AI data center electricity consumption will double from 448 terawatt-hours to 945 terawatt-hours per

This has been in the works for a long time — both the idea and the execution. Today, we’re officially announcing the most important feature update we’ve shipped for the DataDID plugin: the Data Mining module is now live. Something You Probably Haven’t Thought About Every time you

Imagine an ordinary morning in 2030. You pick up your phone, scroll through social media for twenty minutes, post a tweet about breakfast, chat with a friend about a movie you recently watched, and casually answer a question from an AI assistant. In the top-right corner of your screen, a

MEMO is a decentralized AI data infrastructure network developed by the Memolabs team. Its core mission is to provide decentralized storage, data ownership verification, identity authentication, data assetization, and trading services for the AI economy. In simple terms, MEMO is building two things: * A system where users truly own their

In 1870, John D. Rockefeller founded Standard Oil in Ohio. Within a decade, he controlled more than 90% of America’s oil refining capacity. He didn’t win by inventing the oil engine, nor by drilling the most wells. His strategy was simpler — and more ruthless. He controlled the refineries,

If there’s one type of content that has dominated the internet over the past two years, MBTI is definitely near the top of the list. From “Why INTJs always prefer being alone” to “ENFPs are born social butterflies,” MBTI has practically become a new social language for younger generations.

If you’ve just heard about DataDID — or already created an account but still aren’t sure what you can actually do with it — this guide is for you. DataDID is a decentralized data identity system. But rather than starting with definitions, here’s the simplest way to understand it:

In today’s internet environment, we generate content every day—tweets, opinions, discussions, and ideas. Yet most of this content remains confined within platforms, essentially becoming part of the platforms’ data assets. DataDID offers a new possibility: turning your content into something that truly belongs to you. This article will

The story of DataDID isn’t finished yet. Following the official launch of the AppsList marketplace, the next key piece of the DataDID ecosystem has arrived. SkillsList — a decentralized Skill plugin platform built specifically for OpenClaw — is now live. If AppsList opened up the world of applications, then SkillsList opens

There is a question that, after 30 years of the internet, is finally being taken seriously: Who does data actually belong to? This question has been set aside for so long not because there is no answer, but because the answer is inconvenient for too many parties. Platforms need data

I. Big Announcement: DataDID Mystery Box Season Is Here! In the Web3 era, data sovereignty returns to the individual. Every on-chain identity is your passport in the decentralized world. DataDID is a decentralized identity (DID) platform built by MEMO, dedicated to giving every user true ownership of their Web3 digital

Data is one of the most valuable resources of our time. For over thirty years, the internet has operated on a simple, unchanging reality: The data you generate every day — the content you write, the files you upload, every digital trace you leave behind — has always been working for someone

DataDID just shipped its biggest update yet: a browser extension that brings daily check-ins, point collection, and on-chain data ownership directly into your everyday browsing. This isn’t just a shortcut for signing in. It lets you check in, earn points, and permanently mint your tweets as on-chain data assets

Building a Web3 application is no longer the hardest part; the real challenge lies in what comes next — securing users, establishing an identity framework, and creating incentive structures. For almost every Web3 developer, “cold starting” is the first major wall they hit. The launch of the DataDID Developer Platform is