Sparse Attention
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AI Discoveries
3- discoveryactiveJun 11, 2026
Research convergence: Sparse Attention + On-Device AI
FlashMemory's lookahead sparse attention makes long-context inference practical on-device, merging two previously separate trends.
65% confidence - discoveryactiveJun 9, 2026
Research convergence: Sparse Attention + Agentic AI Memory
FlashMemory's sparse attention directly enables long-running agents that maintain full context without memory blowup — expect agent task length to jump 10x within 2 quarters.
65% confidence - discoveryactiveJun 5, 2026
Research convergence: Sparse Attention + Agent Task Length Scaling
1M+ context windows enable persistent agent memory without external databases, challenging the memory-as-a-startup thesis.
65% confidence
Sentiment History
| Week | Avg Sentiment | Mentions |
|---|---|---|
| 2026-W22 | 0.60 | 1 |
| 2026-W23 | 0.30 | 1 |