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Tag: Attention

Cat Links Software Engineering

DeepSeek V4.1-Flash, Explained Like You’re New: KV Caches, MoE, and the 890-Byte Trick

Posted on September 21, 2026 teliaz

Deep­Seed­ed? No — Deep­Seek. In Sep­tem­ber 2026 the Chi­nese AI lab released a paper titled “Deep­Seek-V4.1-Flash: Push­ing the Lim­its of

Continue readingDeepSeek V4.1-Flash, Explained Like You’re New: KV Caches, MoE, and the 890-Byte Trick

Cat Links AI News

DeepSeek-V4.1-Flash: Why the Most Interesting AI Paper This Month Is About Storage

Posted on September 20, 2026 teliaz

Serving a large language model to thousands of concurrent users is, underneath all the marketing, a memory management problem. Every

Continue readingDeepSeek-V4.1-Flash: Why the Most Interesting AI Paper This Month Is About Storage

Cat Links AI News

Metis: The First Memory Foundation Model That Learns to Remember

Posted on August 2, 2026 teliaz

AI agents have gotten remarkably good at reasoning, perceiving, and acting. But ask one to remember what you told it

Continue readingMetis: The First Memory Foundation Model That Learns to Remember

Cat Links AI News

How MiniMax Sparse Attention Achieves 28x Compute Reduction at 1M Context Length

Posted on June 14, 2026September 12, 2026 teliaz

The attention mechanism is the backbone of every transformer model, but it carries a brutal cost: quadratic complexity with respect

Continue readingHow MiniMax Sparse Attention Achieves 28x Compute Reduction at 1M Context Length

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