Magenta RealTime 2 Is Actually an Instrument Now

Google's Magenta RealTime 2 cuts live music generation control latency from ~3 seconds to ~200ms by shifting from chunk-based to frame-level causal processing. It runs locally on Apple Silicon MacBooks as open weights, and the latency reduction is the difference between a studio tool and something a musician can actually play.

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Gemma 4 12B Goes Encoder-Free

Google DeepMind's Gemma 4 12B discards the conventional encoder-stack approach to multimodal models, feeding raw pixel patches and audio waveforms directly into the LLM backbone through lightweight linear projections. The result fits in 16 GB of RAM, accepts native audio, and fine-tunes as a single unified model.

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