#pre-registered-research News & Analysis

2 articles tagged with #pre-registered-research. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · Jun 106/10

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What Spatial Memory Must Store: Occlusion as the Test for Language-Agent Memory

Researchers demonstrate that spatial memory systems for language agents must fundamentally separate memory recall from visibility computation, using occlusion testing as a validation method. The study shows that geometry-based weighting outperforms traditional blending approaches, and introduces a ray-casting technique to properly handle occluded spatial information.

AIBearisharXiv – CS AI · May 116/10

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HBEE: Human Behavioral Entropy Engine -- Pre-Registered Multi-Agent LLM Simulation of Peer-Suspicion-Based Detection Inversion

Researchers conducted a pre-registered study testing insider threat detection systems against adaptive LLM-driven adversaries and found a counterintuitive result: sophisticated insider threats actually generate lower suspicion signals than innocent users, suggesting current detection mechanisms may fail against adaptive adversaries. The study releases open-source simulation tools and data, challenging fundamental assumptions in cybersecurity.