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2 results for “progressive disclosure”
SPIN Processed News Frame: The Hype
APDMem: Agent-Controlled Progressive Disclosure for Query-Adaptive Long-Term Memory
APDMem is a new hierarchical memory architecture for LLM assistants that enables adaptive, query-specific retrieval from long conversation histories by progressively disclosing memory layers — improving efficiency and fidelity trade-offs.
Spin 45% Claim Present in Source AI Risk Moderate
arXiv Computation and Language
Oct 5, 2026
SPIN Processed News Frame: The Hype
PatchOptic for Shared-State LLM Workflows with Projected Views and Verified Structured Updates
PatchOptic is a new interface for LLM agentic workflows that enforces structured, verified updates to shared state using projected views and patch contracts — addressing the gap between local model edits and global state consistency.
Spin 45% Claim Present in Source AI Risk Moderate
arXiv Machine Learning
Jul 9, 2026