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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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Perplexity targets Siri with actually useful voice actions from an iPhone AI chatbot app

Last week, Perplexity CEO Aravind Srinivas floated the idea of making a better version of Siri for iPhone users.

should we make a version of siri that works reliably on basic stuff? what all would you like to see in an iOS voice assistant ? if there’s a good amount of interest, we will prioritize

Less than a week later, the Perplexity AI team has kind of delivered.

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