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Apple study shows LLMs also benefit from the oldest productivity trick in the book

In a new study co-authored by Apple researchers, an open-source large language model (LLM) saw big performance improvements after being told to check its own work by using one simple productivity trick. Here are the details. A bit of context After an LLM is trained, its quality is usually refined further through a post-training step known as reinforcement learning from human feedback (RLHF). With RLHF, every time a model gives an answer, human labelers can either give it a thumbs up, which re

As a Wear OS fan, I’m embarrassed to admit how excited I am for this watchOS 26 feature

Kaitlyn Cimino / Android Authority I rely on lists to keep my life running: grocery lists, packing lists, home improvement checklists, birthday gift ideas for my 19 nieces and nephews, and ongoing logs of thank-you notes for gifts for my own kid. My note-keeping apps aren’t just productivity tools; they’re the backbone of my sanity. So, when Apple announced that the Notes app is coming to Apple smartwatches via watchOS 26, my ears perked up. Do you use note-taking apps on your smartwatch? 171