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Apple Research just unearthed a forgotten AI technique and is using it to generate images

Today, most generative image models basically fall into two main categories: diffusion models, like Stable Diffusion, or autoregressive models, like OpenAI’s GPT-4o. But Apple just released two papers that show how there might be room for a third, forgotten technique: Normalizing Flows. And with a dash of Transformers on top, they might be more capable than previously thought.

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Apple explores new technique to make AI better match users’ writing styles

Writing tools in Apple Intelligence

As more users start relying on AI for writing tasks like email drafts and document summaries, one common frustration remains: the output often sounds way too generic. Even when models like ChatGPT or Gemini are given detailed prompts, they rarely nail a user’s individual tone or voice without plenty of manual tweaking. Apple is now proposing a solution.

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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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