Mon · 25 May 2026·Issue 025
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Knowledge Hub/15 Articles/4 Types

Knowledge
Hub.

Index / Hub
Articles
15
Types
4
models3
business6
regulation3
tools3

Models

Plain-English explainers on model families, capabilities, tradeoffs, and access.

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Models6 min

Open Source vs. Closed AI: What the Difference Actually Means

Open source and closed are used constantly in AI discussions, but they mean something more specific than most people realize. The core questions: who holds the model file, who sees your data, and what you are actually permitted to do with the output.

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Models4 min

Claude, Explained: Haiku, Sonnet, Opus, and What's Coming Next

Anthropic's Claude comes in multiple tiers: Haiku, Sonnet, Opus, and the restricted Mythos Preview. Each tier is built for a different mix of speed, cost, capability, and risk.

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Models4 min

Understanding Large Language Models Without the Jargon

What are large language models actually doing when they respond to you? This plain-language explainer covers how LLMs work, why they make mistakes, and what that means for using them effectively.

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Business

How companies, markets, and teams are adapting around AI.

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Business3 min

OpenAI and Microsoft Just Rewrote Their Deal. Here's What Actually Changed.

OpenAI and Microsoft restructured one of tech's most important partnerships, ending exclusivity that had kept OpenAI models inside Azure and opening the door to AWS and Google Cloud. Here's what actually changed and what it means for businesses buying AI.

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Business4 min

AI Reshapes More Jobs Than It Replaces: What That Means for Your Career

BCG projects that 10 to 15 percent of U.S. jobs will be eliminated by AI within five years. The more important number is the 50 to 55 percent that will be reshaped. Understanding the difference determines what you should actually do about it.

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Business4 min

When a Shoe Company Becomes an AI Infrastructure Firm

AllBirds sold its entire shoe business for $39 million and pivoted to GPU cloud infrastructure — stock surged 582% in two days. This isn't a fluke. It's a live signal about where capital is flowing and why AI compute scarcity is reshaping business strategy.

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Regulation

Policy, legal, copyright, safety, and data rules without the fog.

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Regulation5 minNew

AI Data Centers and Local Communities: Energy, Jobs, and Who Decides

Data centers are being proposed, approved, and opposed across the country at a pace local governments were not designed to handle. Here is what communities are actually weighing, what the evidence says about jobs and energy, and how these decisions get made.

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Regulation6 min

AI and Copyright: What Creators Need to Know

AI cannot own copyright — only humans can. But that is just the beginning. Courts are actively deciding whether training AI on copyrighted work is infringement, and whether AI-assisted output belongs to you at all. Here is the legal landscape, grounded in real cases.

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Regulation3 min

Why Countries Want to Keep AI Data Local

Governments around the world are passing laws requiring data to stay within their borders. Here is why they want it, why the US is fighting back, and what it means for the future of AI.

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Tools

Practical guides for using AI products and workflows well.

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Tools4 minNew

OneTrust: The Platform Companies Use to Track and Govern Their AI

Most organizations do not know exactly how many AI tools their employees are using. OneTrust is one of the platforms being used to solve that problem — and understanding what it does explains why AI governance has turned into a software purchase.

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Tools4 min

ElevenLabs: The AI That Gives Any Text a Voice

ElevenLabs can clone a voice from a short audio clip — or generate an entirely new one — and turn any text into natural-sounding speech in 70+ languages. Here's what it actually does, how the technology works, and why it raises some genuinely hard questions.

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Tools4 min

Getting Started with AI Workflows: A Practical Guide

You don't need to be technical to integrate AI into your daily work. This guide walks through the five highest-impact AI workflow changes that work for any knowledge worker starting today.

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