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GPT-5 brings big improvements to Mac vibe coding

My former colleague Parker Ortolani has been experimenting with “vibe coding” for months, building native and web apps by steering large language models with carefully crafted prompts. GPT-4o and Claude helped him get functional prototypes running, but GPT-5 is the first model that delivers the complete experience he’s been waiting for. Here’s how GPT-5 improves on earlier models:

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Apple research tackles the English accent of AI

The Apple Intelligence survey is meaningless, but we will pay for it

Ask any non-native English speaker, and they’ll probably tell you that LLMs tend to perform much better in Shakespeare’s language than in their own

Sometimes, the difference is subtle. Sometimes, not so much. Sometimes, it’s downright dangerous, as shown in this 2023 Carnegie Mellon study, which found that non-English inputs could more easily bypass safety filters.

Now, Apple has co-authored a study proposing a new method that could close part of this gap.

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