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Apple Joins the AI Race with Release of MLX, A New Framework for Machine Learning on Apple Silicon

Apple unveils MLX, an ML framework crafted for Apple silicon. Early benchmarks show promise of 30% speedups over PyTorch, but can it handle training state-of-the-art models on consumer Macs?

Apple Joins the AI Race with Release of MLX, A New Framework for Machine Learning on Apple Silicon

Earlier this month, Apple made the surprise announcement that its machine learning research team has released MLX - a new open-source machine learning framework designed specifically for Apple silicon. This unexpected move signals Apple's intention to compete in the rapidly advancing AI space.

GitHub - ml-explore/mlx: MLX: An array framework for Apple silicon
MLX: An array framework for Apple silicon. Contribute to ml-explore/mlx development by creating an account on GitHub.
GitHubml-explore

The Goal Behind MLX

Unlike Apple's typical secrecy around proprietary software, the company chose to make MLX open source. Their aim is to provide developers a

Apple Joins the AI Race with Release of MLX, A New Framework for Machine Learning on Apple Silicon Read more

Apple Quietly Advancing in AI Despite Lack of ChatGPT Rival

While Google, Microsoft and others scrambled to match ChatGPT and trumpet the latest AI buzzwords, Apple CEO Tim Cook revealed that the tech giant has been steadily yet discreetly integrating advanced AI across its products all along.

Apple Quietly Advancing in AI Despite Lack of ChatGPT Rival

While Apple has not made big headlines about AI like rivals, it is actively developing and integrating AI across products, even if mum on specifics.

Apple Highlights AI's Current Role

Apple CEO Tim Cook emphasized that AI and machine learning already underpin many current features, like Fall Detection and ECG. He stated AI is "integral to virtually every product" and "absolutely critical." Cook cited upcoming additions like Personal Voice and Live Voicemail enabled by AI advances. This shows Apple leveraging AI internally, even if not touting it publicly.

Researching Generative AI in the Shadows

Though lacking a ChatGPT rival, Cook

Apple Quietly Advancing in AI Despite Lack of ChatGPT Rival Read more
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Reasoners - A New Approach to Smarter AI

Reasoners “thinking” before responding, improving logic and problem-solving without larger models. They excel in structured tasks but struggle with creativity. A $30 experiment showed this approach could make AI smaller, cheaper, and more efficient, reshaping the future of AI development.

Generative AI - The New Compiler

There’s been a lot of noise lately about AI replacing programmers. Apps like Cursor, Windsurf, Loveable, Cline, Aider, Bolt, and others have sparked heated debates, often painted in stark black-and-white terms: either AI will replace programmers, or it won’t. But that framing misses the point. The truth isn’

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