Celeris-1 Magnus: A Diffusion Model Built for Agents

Celeris-1 Magnus: A Diffusion Model Built for Agents

Celeris-1 Magnus is a hybrid diffusion language model built for agentic work that the startup says runs faster than autoregressive models on tool-heavy tasks. It exposes an OpenAI-compatible API available today.

Meta Muse Voice Transcribe Ships Real-Time ASR

Meta Muse Voice Transcribe Ships Real-Time ASR

Meta shipped Muse Voice Transcribe on September 1, 2026, a real-time speech-to-text model that streams transcription, diarizes 20-plus speakers, and posts a 3.1% word error rate.

Appwrite 2.0 Adds VectorsDB for AI App Builders

Appwrite 2.0 Adds VectorsDB for AI App Builders

Appwrite 2.0, announced August 31, 2026, is a major rebuild of the open-source backend platform, adding VectorsDB, a native embeddings database with built-in embedding models.

Mercury 2.5 Preview: Fast, Cheap Diffusion LLM

Mercury 2.5 Preview: Fast, Cheap Diffusion LLM

Inception released Mercury 2.5 Preview on August 31, 2026, a diffusion LLM that generates tokens in parallel, hitting up to 1,107 tokens per second at cost-optimized pricing on OpenRouter.

Mureka V9.5 AI Music Model Improves Vocals

Mureka V9.5 AI Music Model Improves Vocals

Mureka released V9.5 of its AI music model, shifting focus from convincing sounds toward complete songs with stronger arrangements and more natural vocals.

ComfyUI Adds Native Trellis.2 and Pixal3D 3D

ComfyUI Adds Native Trellis.2 and Pixal3D 3D

ComfyUI now ships Trellis.2 and Pixal3D as native nodes, turning a single image into a high-fidelity 3D asset with full PBR textures and mesh cleanup, running locally at zero cost per asset.

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