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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