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i-DeepSearch/observation-masking — GitHub trending stats & insights | Trendshift
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i-DeepSearch/observation-masking
#
AI agent
#
Search
A parallel native tool caling deep search agentic framework with base window retention observation masking context management.
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Python
15
1
1 contributors
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Masking stale observations helps search agents -- until it doesn't A systematic study across 4B–284B models reveals context management gains follow an asymmetric inverted-U shape. Masking boosts…
@HuggingPapers · x.com
𝐖𝐡𝐲 𝐃𝐨𝐞𝐬 𝐂𝐨𝐧𝐭𝐞𝐱𝐭 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭 𝐖𝐨𝐫𝐤 𝐁𝐞𝐬𝐭 𝐢𝐧 𝐭𝐡𝐞 “𝐌𝐢𝐝𝐝𝐥𝐞 𝐑𝐞𝐠𝐢𝐦𝐞”? 🧭 Do frontier LLM agents still get 𝘓𝘰𝘴𝘵 𝘪𝘯 𝘵𝘩𝘦 𝘔𝘪𝘥𝘥𝘭𝘦? 🤔 💡 𝐘𝐄𝐒 —…
@GhxIsaac · x.com
Masking Stale Observations Helps Search Agents -- Until It Doesn't: A Regime Map and Its Mechanism Studies when masking stale observations helps long-horizon search agents, finding gains follow an…
@_reachsumit · x.com
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