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Neural Wings

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1

The 2026 Standard.

DeepSeek Evergreen Episode Roadmap (Verified 2025–2026)

2 Episodes Source: Season
EP 1

Efficient KV-Cache Reduction via Multi-Head Latent Attention

Technical Alpha: Low-rank latent projections in MLA compress the KV cache drastically while preserving attention expressivity.
EP 3

Trellis: Learned KV-Memory Compression for Long Contexts

Technical Alpha: Trellis dynamically compresses the KV cache using online gradient descent, bounding memory use.

Deepseek Intel Pipelines

Intelligence Units
1 Active
Total Executions
0
Status
Operational

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