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TRUST Agents: Multi-Agent Fake News Detector

TRUST Agents: Multi-Agent Fake News Detector

TRUST Agents is a collaborative multi-agent framework for explainable fake news detection and fact verification. It features specialized agents for claim extraction, evidence retrieval, verification with confidence scores, and human-readable explanations. An extended version adds claim decomposition, multi-agent jury, and logic aggregation, outperforming baselines in interpretability on the LIAR benchmark.

AI Fake News Detectors Fall Short

AI Fake News Detectors Fall Short

Université de Montréal study shows AI fake news detectors are less reliable than advertised. They struggle with bias, outdated training data, and misunderstanding fact-checking processes. This highlights fundamental limitations in current AI tools.

Digital TrendsMediaMar 10#fake-news#ai-bias#fact-checking
Anthropic Targets a Record-Breaking IPO

Anthropic Targets a Record-Breaking IPO

Anthropic reportedly expects its IPO to match or exceed SpaceX's record $75 billion raise and could file publicly as soon as the end of this month. The company reportedly recorded an almost $42 billion net loss in 2025, about five times the previous year's figure.

The Next Web (TNW)Media1h ago#ipo#frontier-ai#fundraising