Tag: hallucination

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Feb 23, 20267 min readModel Release BriefIntermediate

AlphaRead at Alpha School: flawed lesson plans, cloned materials and pervasive student monitoring

Numerama's investigation shows Alpha School’s AlphaRead generates faulty lesson plans and hallucinatory MCQs, copies third‑party materials and collects pervasive student telemetry.

AI-education edtech privacy surveillance hallucination

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Model BreakdownsUnited Kingdom

Open

Feb 06, 20267 min readAgent PlaybookAdvanced5 min build

Analysis: OMG-Agent's decoupled planner-retriever-executor pipeline for missing-modality generation

Analysis of OMG-Agent (arXiv:2602.04144): a three-stage planner->retriever->executor that separates semantic planning from detail synthesis to curb hallucination and guide adoption.

OMG-Agent missing-modality multimodal retrieval-augmented MLLM

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hallucination evidence-retrieval arXiv:2602.04144