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Results for “AI agents”
2 publicationsTechnical guideSource-based analysisResearch reportDesk publication
Give persistent agent memory an admission boundary
Separate conversational candidates from admitted memory, preserve their permitted audience, and make derived summaries repairable.
AI systems · LangChain · By Cloud Security DeskQwen3.8-Flash-Next and GLM-5.3-Flash share a 3:1 long-context pattern
Both models replace most conventional attention layers with recurrent state and reserve sparse attention for periodic retrieval. Their differences lie in where they place capacity, how much neural computation they activate, and what their serving stacks must keep trustworthy.
AI systems · Resilience · By Umair Akbar and Ahmed Elshekh