EPISODE · Jun 14, 2026 · 7 MIN
EP247: PEEK The Context Map
from Learning GenAI via SOTA Papers - Video · host Yun Wu
Title: PEEK: Context Map as an Orientation Cache for Long-Context LLM AgentsSource: http://arxiv.org/abs/2605.19932v1Summary:This work introduces 'context maps' as a novel architectural primitive for long-context agents, enabling them to cache and maintain structured orientation knowledge about recurring external datasets. By implementing a programmable cache policy for distilling and translating inference-time signals, it significantly improves efficiency and accuracy across multi-turn reasoning workloads.
What this episode covers
Title: PEEK: Context Map as an Orientation Cache for Long-Context LLM AgentsSource: http://arxiv.org/abs/2605.19932v1Summary:This work introduces 'context maps' as a novel architectural primitive for long-context agents, enabling them to cache and maintain structured orientation knowledge about recurring external datasets. By implementing a programmable cache policy for distilling and translating inference-time signals, it significantly improves efficiency and accuracy across multi-turn reasoning workloads.
NOW PLAYING
EP247: PEEK The Context Map
No transcript for this episode yet
Similar Episodes
Apr 21, 2026 ·13m
Apr 19, 2026 ·16m
Apr 17, 2026 ·13m
Apr 13, 2026 ·11m
Apr 11, 2026 ·16m