Papers
1–2 of 2Research Paper·Jan 29, 2026
MemOCR: Layout-Aware Visual Memory for Efficient Long-Horizon Reasoning
Long-horizon agentic reasoning necessitates effectively compressing growing interaction histories into a limited context window. Most existing memory systems serialize history as text, where token-lev...
8.0 viability
Research Paper·Jan 23, 2026
A Collision-Free Hot-Tier Extension for Engram-Style Conditional Memory: A Controlled Study of Training Dynamics
We investigate whether high-frequency key collisions are a primary bottleneck in Engram-style conditional memory. To isolate the effect of collisions, we introduce Engram-Nine, a collision-free hot-ti...
2.0 viability