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Encoder Decoder

2 GoKawiil briefs on this topic

Sony patents predictive-frame AI to smooth game rendering without added latency

Sony has filed a patent for an AI system that predicts a game's next frame using the most recently completed frame, optional motion vectors, and recent controller input, rather than waiting for two finished frames as some frame-generation methods do. The system runs a jointly trained encoder-decoder alongside the graphics pipeline, generating a predicted frame while the GPU renders the next one. The filing includes no performance data on latency or visual quality.

DeepSeek releases V4.1 Flash 1017, its first CED-architecture model

DeepSeek has shipped V4.1 Flash 1017, dated October 17, 2026, as a snapshot of its V4.1 Flash model available via the deepseek-flash API. The sparse mixture-of-experts model uses a new Causal Encoder-Decoder architecture, activating 8B parameters on input and 16B on output from a 552B-parameter backbone, with native image understanding trained jointly with text from the start.