A clear journey into AI security: how models are built, how they are trained, what attacks target them, and what defenses to ...

Power banks on the left, and active servers are seen at a Digital Realty data center in Ashburn, Virginia on November 12, 2025. ANDREW CABALLERO-REYNOLDS/AFP via Getty Images NVIDIA published a ...

Deploying DFlash block diffusion on NVIDIA hardware accelerates autoregressive LLMs during latency-sensitive inference. Autoregressive large language models generate tokens sequentially. This ...

Google has released DiffusionGemma, an experimental language model that generates text using a diffusion-based method, producing blocks of 256 tokens at once rather than generating text word by word.

To understand why this matters, it helps to first understand how most language models generate text today. Standard large language models are autoregressive: they decode one token at a time in ...

The AI image generation market has had an uncontested leader for months. Google's Nano Banana family of models has set the standard for quality, speed, and commercial adoption, while competitors from ...

In the field of generative AI media, the industry is transitioning from purely probabilistic pixel synthesis toward models capable of structural reasoning. Luma Labs has just released Uni-1, a ...

The company says its new architecture marks a shift from training-focused infrastructure to systems optimized for continuous, low-latency enterprise AI workloads. 2026 is predicted to be the year that ...

For visual generation, discrete autoregressive models often struggle with poor tokenizer reconstruction, difficulties in sampling from large vocabularies, and slow token-by-token generation speeds. We ...

CellTempo is a temporal single-cell model that learns cellular dynamics as a generative process and forecasts long-range cell-state transition trajectories from snapshot measurements in a fully ...

Z.ai announced their image generation model, GLM-Image, on January 14, 2026 (local time). It is a hybrid model that combines an autoregressive model and a diffusion model. The autoregressive model is ...

Chinese outfit Zhipu AI claims it trained a new model entirely using Huawei hardware, and that it’s the first company to build an advanced model entirely on Chinese hardware. Zhipu, which styles ...