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How to train your own AI model for a real app
I started with Apple Intelligence, switched to local Qwen, trained a LoRA adapter and rejected the “better” version. Somewhere along the way, Codex processed 557 million tokens.
The AI week in review: 27 July–2 August 2026
Three developments changed operational priorities. Four more releases mattered to specific builders. Here is the full weekly review.
The prompt was one sentence. The project wasn't.
The interesting part was not that Codex wrote code. It was how a loose idea became a tested system through dozens of decisions, corrections and human approvals.