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Diffusion language models (DLMs) offer parallel sampling for faster generation than autoregressive models, an increasingly important advantage as inference becomes a dominant computational workload. However, DLMs degrade quickly with fewer sampling steps, process the full sequence at every step, and require many passes over the dataset to reach good quality. We introduce Next-Concept Modeling (NCM), a two-stage, coarse-to-fine framework: a multiscale residual VQ-VAE encodes text into a…
arXivLabs is a framework for developing and sharing new arXiv features, emphasizing openness and user privacy.
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PixelOS is an AOSP based ROM, with Google apps included and all Pixel goodies. We aim to provide an experience similar to Google Pixel phones with numerous performance…
is Opus 5.5 nerfed? I just had Gemini 4 Argon analyze 1,400 Claude Code sessions and it found that on November 3, something definitely happened. the model name didn't change, but…
AI summary The article argues that using AI as a meat proxy without human input should be grounds for punishment or firing.
Naplánuj trasu pěšky, na kole nebo autem, zkontroluj počasí po cestě a sleduj vagabundy živě na mapě. Pevné trasy: Camino, Stezka Českem a vagabundská trasa z Bali do Frenštátu.
AI summary Apple reduced engineers' daily AI spending limit from $300 to $200 due to rising costs.
AI summary Flide is a fast inference system for Jev-style decision models, up to 9.5 times faster than vLLM and SGLang.
AI summary Tesla will stop Cybertruck production in mid-2027 to focus on Cybercab production at Gigafactory Texas.
AI summary Nvidia's board is investigating CEO Jensen Huang after he admitted to an affair with a woman linked to Chinese intelligence. A Yale professor estimates his job is at risk with a…
