Prism
PulseAugur coverage of Prism — every cluster mentioning Prism across labs, papers, and developer communities, ranked by signal.
- 2026-05-11 research_milestone A new defense system named PRISM was introduced in a research paper for detecting and mitigating secret leakage in multi-agent LLM pipelines. source
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PRISM system detects and stops secret leakage in multi-agent LLM pipelines
Researchers have developed PRISM, a new defense system designed to detect and mitigate the leakage of sensitive information in multi-agent Large Language Model (LLM) pipelines. PRISM addresses the risk of information pr…
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PRISM paper refines dynamic text-attributed graphs with iterative cross-modal learning
Researchers have introduced PRISM, a novel framework designed to enhance the representation learning of dynamic text-attributed graphs (DyTAGs). This iterative cross-modal posterior refinement approach addresses limitat…
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PRISM method uses color to guide point cloud sampling for 3D reconstruction
Researchers have introduced PRISM, a new method for sampling RGB-LiDAR point clouds that leverages color information to guide the process. Unlike traditional methods that focus on spatial uniformity, PRISM allocates sam…
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AI research proposes adaptive alignment, while blueprints explore AI's role in strengthening democracy
A new research paper introduces Adaptive Pluralistic Alignment (APA), a pipeline designed to update AI systems with evolving societal values without requiring extensive retraining. This method uses a jury system of pers…
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Aligning with Your Own Voice: Self-Corrected Preference Learning for Hallucination Mitigation in LVLMs
Researchers are developing new frameworks to address hallucinations in large language models (LLMs). One approach, termed "LLM Psychosis," categorizes severe reality-boundary failures and proposes a diagnostic scale to …