AI PCs Need Better Labels Than AI PC

The PC industry has never been shy about creating labels. Multimedia PC. Internet PC. Ultrabook. Creator laptop. Gaming rig. Workstation. Some of those labels described real shifts in architecture or use. Others mostly offered marketing teams a new sticker for the palm rest. “AI PC” has the same problem. It describes a real change, but…

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Liquid AI Open-Sources Antidoom: A Final Token Preference Optimization (FTPO) Method that Reduces Doom Loops in Reasoning Models

Liquid AI has released Antidoom, an open-source method that targets a common failure mode in reasoning models. That failure mode is the doom loop. In a doom loop, a model emits a span. It then repeats that span again and again. The output continues until the context window is exhausted. Small reasoning models are more…

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X adds a video editor to encourage creators to post original content, not stolen reposts

X, the social network that can’t seem to win its perennial battle with bots, is introducing new video editing and recording features in hopes of encouraging creators to publish original content on its platform instead of recycling others’ material. The update will bring new features, including the ability to overlay video captions in multiple languages…

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AMD Innovations in Agentic Computing Era

We are standing on the precipice of a monumental shift in how humans interact with machines. For over four decades, the personal computer has been a fundamentally passive device. It waits for a keystroke, a mouse click, or a touch command before doing exactly—and only—what it is told. Even the early iterations of artificial intelligence,…

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