No experience needed
Everyday AI
A helpful note. A simpler plan. Your first “oh, I could use that.”
Start somewhere simple →
A little AI.
A lot of possibility.
Make everyday things a little easier. Or roll up your sleeves and see what’s under the hood.
For the curious tinkerer
The Workbench
Build a prompt. Compare answers. Learn by changing one thing.
Let’s tinker →
Your friendly computer companion
Hey. I’m Patch.
I’ll help you find your way around. Here’s a quick hello, and a little about what we’re making together.
Press play when you’re ready. Captions and a transcript are included.
Read the welcome transcript
Hey! I'm Patch. Tiny computer, big curiosity. Welcome to Tinker and Tokens! Curious what AI can actually help with? Start with Everyday AI. We'll try one small, useful thing together. Like taking things apart? Head to the Workbench to build prompts and compare real model answers we've saved. Need a page? Just ask me. One reminder: AI can sound sure and still be wrong. Stay curious, check what matters, and let's tinker!
The news desk
All AI news →What’s changing in AI?
The useful details, the sources, and what they mean for you.
Artificial Analysis
Same brief, different worlds: a new test for AI-made 3D scenes.
AA-3D lets people compare results without seeing the model names first.
Read the briefing →Artificial Analysis / Cognition
Passing tests is only part of writing useful code.
A new benchmark report asks whether a repository maintainer would accept the change.
Read the briefing →Meta
Muse Wonder gets an outside benchmark check.
A new evaluation reports gains, while separating the API model from the Muse Code-only variant.
Read the briefing →