Compact Attention: Training-Free 1M+ Context with Perfect Recall

DCA gave us training-free context extension in 2024. Two years later, every assumption it made is outdated. Compact Attention rebuilds the idea from scratch for 2026 hardware, retrieval heads, and agent workloads.