Some links on this site are affiliate links - we may earn a commission at no cost to you. Disclosure
AI for Zebras
AI, without the hype

When everyone hears hoofbeats,
we're thinking about zebras.

Tested guides to learning AI and choosing the right tools, plus a journal on what it all means. We do the digging, you make the call - no vendor spin, no hype.

Start learning AI → How we score
  • Human tested
  • Updated regularly
  • Transparent scoring
  • Privacy-light analytics

AI courses, ranked and reviewed

All courses →
Best AI Courses Best on Coursera AI for Everyone For beginners For work

Independent rankings and honest reviews of the best AI courses - by platform, skill level, and role.

Best list

Best AI Courses 2026

Top AI courses across skill levels and goals, ranked by quality, depth, and value.

See the rankings →
Best list

Best Coursera AI Courses

The 6 best AI courses on Coursera, ranked for professionals, beginners, and developers.

See Coursera rankings →
Comparison

Coursera vs Udemy for AI

Head-to-head on price, depth, certificates, and which platform fits your learning style.

Read the comparison →

Guides: learn AI for your situation

All paths →
Beginners AI at Work Software Engineers Experts Seniors

The best way to learn AI depends on who you are. Each guide surfaces the right courses, tools, and starting points for your situation.

Guide

AI for Beginners

Brand new to AI? The easiest courses to start from zero, plus the first tools to try - in plain language.

Start the beginners guide →
Guide

AI at Work

For managers, analysts, marketers, and knowledge workers who want practical AI workflows, not theory.

Read the professionals guide →
Guide

AI for Software Engineers

Build with LLMs and ship AI features. Best hands-on courses for developers, from prompting to full agent stacks.

Read the engineers guide →

AI tools, tested and compared

All tools →
Coding agents MCP servers MCP clients Search MCP

Honest, tested comparisons of AI tools - from consumer assistants to developer infrastructure.

Comparison

Best AI Coding Agents

Cursor, Claude Code, GitHub Copilot, Devin Desktop and Cline - compared on capability, workflow fit, and price.

Compare coding agents →
Comparison

Best MCP Servers

The 10 best Model Context Protocol servers for AI agents, ranked by reliability, capability, and real-world performance.

Compare MCP servers →
Comparison

Best MCP Clients

Claude Desktop, Cursor, Devin Desktop, VS Code, Cline - compared for developers and non-developers alike.

Compare MCP clients →

Latest thinking

All posts →
Philosophy Impact Tools Society
AI Society

Your AI Doctor Is Gender-Profiling You

Same symptoms. Different gender. One patient gets sent to the ER, the other gets an appointment. And the model delivers both answers with equal confidence.

June 2026 · 15 min read
Society

Is the Pope the only world leader who really understands AI?

Pope Leo XIV's encyclical isn't anti-technology. It's a warning that AI must serve human dignity, not power, profit, or a new digital Tower of Babel.

June 2026·12 min
Philosophy

The intelligence we built doesn't think the way we do - and that might be the point

We've spent decades imagining AI as a mind like ours, only faster. But what if the most interesting thing about it is precisely where it diverges?

May 2026·8 min
Impact

On the slow erosion of expertise - and why it might not matter

If AI can replicate the outputs of a decade of skill-building in minutes, what do we lose? More than we think, and less than we fear.

May 2026·6 min
Tools

MCP changed how I think about software, not just how I use it

The Model Context Protocol is nominally a plumbing spec. But it encodes a particular theory of what agents should be.

May 2026·5 min
"The question isn't whether AI will change everything. It's whether we'll understand it well enough to shape how."