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Browse the latest ai articles, tutorials, and research from Blockchain Council.(1299 articles)

Meta Compute
Michael Willson

Meta Compute

Meta has formally launched Meta Compute, a top-level initiative that centralizes how the company builds and scales its AI computing capacity. Announced between January 12 and 14, 2026, the move signals Meta’s shift from treating compute as backend support to making it a core strategic advantage —…

Sentry’s AI Debugger
Michael Willson

Sentry’s AI Debugger

Sentry has rolled out Seer, its AI Debugger built to help engineers move from error alerts to actual fixes faster. Previously known as Autofix, Seer is now positioned as a full AI debugging agent that works directly inside Sentry, using the same production context teams already rely on to…

Google UCP (Universal Commerce Protocol)
Michael Willson

Google UCP (Universal Commerce Protocol)

Google has introduced Universal Commerce Protocol (UCP), a new open standard designed to let AI systems and commerce platforms transact seamlessly across discovery, checkout, and post-purchase flows. The move is aimed at turning AI conversations inside Google products into instant, secure purchases…

Claude Cowork
Michael Willson

Claude Cowork

Cowork Claude Cowork is a new agent-style feature launched by Anthropic that lets Claude take a task, work through multiple steps on its own, and deliver a finished result inside the Claude desktop app. It is designed for non-coding work and brings the same “do the work, not just answer” behavior…

AI Tools for Front-End Dev
Michael Willson

AI Tools for Front-End Dev

If you know nothing and want to become a front-end developer using AI tools, your goal is simple: Learn the basics of web UI (HTML, CSS, JavaScript, and a framework like React) Use AI to speed up the boring parts (setup, boilerplate, repetitive components, tests, docs) Keep your judgment for the…

What Jobs Are Safe From AI?
Michael Willson

What Jobs Are Safe From AI?

We keep reading that AI is replacing jobs. Writers, analysts, support teams, even developers are seeing tools take over parts of their work. So the question shows up everywhere now: what jobs are safe from AI? This is not curiosity. It is practical. We are all trying to avoid choosing work that…

Is Computer Engineering Replaced by AI?
Michael Willson

Is Computer Engineering Replaced by AI?

Everywhere you look, there are claims that AI will replace engineers, write hardware designs on its own, and make technical degrees obsolete. That noise creates a real concern, especially for students and early career engineers. So the question is computer engineering replaced by AI deserves a…

AI tools for HTML dev
Michael Willson

AI Tools for HTML Dev

If you want to build and improve HTML pages using AI, you are not trying to become a “prompt person.” You are trying to ship real web pages that load fast, validate cleanly, and work for real users. This guide is written for you if you are starting from zero and want tools that help…

Do Colleges Check for AI in Application Essays?
Michael Willson

Do Colleges Check for AI in Application Essays?

If you are applying to college right now, you are probably asking yourself this very directly: do colleges check for AI in application essays? The honest answer is yes, they may, but not in the way most students imagine. Colleges are not sitting there blindly trusting AI detection tools to catch…

What Does AI Think About Names?
Michael Willson

What Does AI Think About Names?

People ask AI about everything. Career choices. Relationships. Life decisions. Even baby names. So it is completely normal that people also ask about names. When you ask what does AI think about names, the honest answer is this: AI does not have opinions about names. It has patterns. AI looks at…

how do I use AI
Michael Willson

How Do I Use AI?

People use AI today to get real work done faster and with fewer mistakes. Not as a novelty. Not as a chatbot to play with. AI is now used to draft, plan, analyze, summarize, review, and prepare decisions across everyday tasks. If you are asking how do I use AI, what you really want to…

Is AI good or bad
Michael Willson

Is AI Good or Bad?

AI is not cleanly good or bad. It is a capability. What matters is how, where, and why it is used. In everyday work, AI can save time, improve quality, and reduce boring effort. In careless or high-risk deployments, it can mislead, discriminate, invade privacy, or remove human judgment where it…