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How AI’s Future Depends on Data Provenance
The Low-Background Steel Era of AI In my last piece I argued that the internet was never a clean dataset, and that AI is now polluting its own water supply by training on its own exhaust. Several people asked the reasonable follow-up question: so what happens next? Does the whole thing degrade into fluent mush?…
Mastering AI: Effective Strategies for Critical Analysis
Pip: Welcome to Azure Advice, where we ask the hard questions — like whether the AI you're asking hard questions of is actually giving you hard answers. Mara: Today we're working through a piece by Christoph Corder on how to actively challenge AI reasoning rather than accept its first output — the method behind a…
How to Challenge AI for Better Insights
A few weeks ago I wrote about a mindset shift that changed how I use AI: I assume it’s wrong until it proves otherwise. That post got a lot of traction, and the most common response was some version of “okay, but how do you actually do that?” Fair question. The mindset is one thing.…
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