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GPT-5.4 continues the company’s efforts to limit hallucinations and factual errors. OpenAI said the new model was 33% less likely to make errors in individual claims when compared to GPT 5.2, and overall responses were 18% less likely to contain errors.
If AI takes over the coding, that layer of knowledge disappears. Not just for the user, but for the software engineers themselves. The product becomes a black box. And yes, perhaps new craftsmanship emerges in directing the AI agent, but that doesn't build the same deep knowledge of what you're actually making.