What Claude Fable 5 means for people learning to code
Anthropic's most capable model reads a million tokens and thinks before it answers. Here is what that actually changes for a beginner, and what it does not.
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Notes from the classroom
Occasional writing on programming, AI and what is actually worth learning.
Local models got good. What that means for your laptop
Open-weight models you can run on your own machine have crossed the line from novelty to useful. Here is where they win, where they lose, and what to try first.
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Should you still learn to code?
The honest answer from a school that teaches programming, including the parts that argue against us.
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