Artificial Intelligence 4 min
What Frontier AI Models Actually Changed for Developers
The headline is 'reasoning'. The useful story is reliability. What genuinely shifted for people shipping software with LLMs — and what stubbornly hasn't.
The signal in tech.
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Models, agents, and the fast-moving frontier of machine intelligence.
Artificial Intelligence 4 min
The headline is 'reasoning'. The useful story is reliability. What genuinely shifted for people shipping software with LLMs — and what stubbornly hasn't.
Artificial Intelligence 4 min
You don't need a data centre to run a capable model. A practical guide to a private AI assistant on hardware you already own — including what it can't do.