The development of large language models (LLMs) is entering a pivotal phase with the emergence of diffusion-based architectures. These models, spearheaded by Inception Labs through its new Mercury ...

Large language models represent text using tokens, each of which is a few characters. Short words are represented by a single token (like “the” or “it”), whereas larger words may be represented by ...

Early-2026 explainer reframes transformer attention: tokenized text becomes Q/K/V self-attention maps, not linear prediction.

OpenAI will reportedly base the model on a new architecture. The company’s current flagship real-time audio model, GPT-realtime, uses the ubiquitous transformer architecture. It’s unclear whether the ...

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NVIDIA has started distributing DLSS 4.5 through an update to the NVIDIA App, making the latest revision of its DLSS ...

To address this gap, a team of researchers, led by Professor Sumiko Anno from the Graduate School of Global Environmental Studies, Sophia University, Japan, along with Dr. Yoshitsugu Kimura, Yanagi ...

TL;DR: NVIDIA's DLSS 4 introduces a Transformer-based Super Resolution AI, delivering sharper, faster upscaling with reduced latency on GeForce RTX 50 Series GPUs. Exiting Beta, DLSS 4 enhances image ...

TL;DR: NVIDIA's DLSS 4, launched with the GeForce RTX 50 Series, enhances image quality and performance with its new transformer-based models. It also introduces Multi Frame Generation, generating up ...