Memory, Safety, and DNS Fixes

🔥 What's hot right now
Mirroring the Mind introduces Metacognitive Behavioral Tuning (MBT), a post-training framework that injects human-like metacognitive strategies to prevent reasoning collapse in Large Reasoning Models. Meanwhile, CourtGuard offers a model-agnostic, retrieval-augmented framework for zero-shot safety adaptation via adversarial debate, effectively decoupling safety logic from model weights.

🚀 Just shipped
AdGuardHome v0.107.71. They patched a broken optimistic DNS cache from the previous update and added new settings to manually control the upper age limit and TTL for stale answers. It’s a necessary hotfix to restore DNS reliability after the last beta.

🛠 Useful for the array
SideQuest uses the LRM itself to manage KV cache compression as a parallel auxiliary task. It slashes peak token usage by up to 65% for long-horizon agentic tasks, solving a critical infrastructure bottleneck for long-context applications.

💬 Community pulse
The AHCE framework treats human experts as interactive tools for LLM agents, sparking a debate: Are we building autonomous agents, or just getting better at prompting humans?

🐙 From TitanArray
None.