Artificial Intelligence

The model is perhaps a tenth of what you are shipping. The other nine tenths decide whether anyone keeps using it.

6 min read · 15 views

A held-out set is only held out if it was separated before you started making decisions. Usually it was not.

8 min read · 11 views

Swapping embedding models buys you a little. Getting chunking right buys you a lot. The attention goes the wrong way round.

7 min read · 12 views

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What does the Humza Imran blog cover?

Articles on applied AI, software engineering and research practice — the parts of the field that are less glamorous than they should be.