Home › Intelligence › AI AI Oct 29, 2026 1 min read Published by arXiv AI · Oct 29, 2026 · 5:54 PM UTCOn GETSECURE.ai · Oct 30, 2026 · 3:08 PM UTC When to Assist and What to Suggest: Joint Gating and Memory-Grounded Hint Generation in One Compact Decoder Title card · GETSECURE.ai Proactive assistants offer short, memory-grounded hints during a conversation, deciding when to assist and what to suggest.Excerpt from arXiv AIGETSECURE.ai hasn't published its own summary of this story yet. The complete report is at arXiv AI:Read the full story at arXiv AI → References arXiv AI. (2026, October 29). When to Assist and What to Suggest: Joint Gating and Memory-Grounded Hint Generation in One Compact Decoder. arXiv AI. https://arxiv.org/abs/2610.40611v1 Original Source arXiv AI Read original → Related Intelligence AICompact Prompting in Instruction-tuned LLMs for Joint Argumentative Component DetectionMar 4, 2026CybersecurityQuest KACE SMA flaw CVE-2025-32975: when one unpatched tool opens the door to 60 organizationsMay 13, 2026AIWhen to spend privacy: optimal allocation in private learningOct 29, 2026AIPre-Crime for Agents, at the Last Second: Probing When a Recruited Agent Gives InOct 29, 2026 Get the Signal. Skip the Noise. Weekly intelligence briefing — curated, scored, explained. Subscribe