Diffusion AI is most common in image generation, but it can make text outputs much faster.
<p>Today Inception Labs dropped <strong>Mercury 3</strong>: a diffusion-based LLM with a 1M-token context window doing <strong>1,068 tokens/sec on NVIDIA GPUs</strong>, claiming
<!-- SC_OFF --><div class="md"><p>Google DeepMind dropped Gemma 4 today:</p> <p><strong>Gemma 4 31B:</strong> dense, 256K context, redesigned architecture targeting efficiency and
Gemma 4: Our most intelligent open models to date, purpose-built for advanced reasoning and agentic workflows.
<!-- SC_OFF --><div class="md"><p><a href="https://huggingface.co/google/gemma-4-31B-it-assistant">https://huggingface.co/google/gemma-4-31B-it-assistant</a></p> <p><a
Gemma 4 brings the first major update to Google's open models in a year.
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