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·11 min read
Detecting Hallucinations in LLM Summaries
LLMs write convincingly but fabricate facts. A practical tour of automated detection techniques: BERTScore, embedding similarity, ROUGE/n-gram overlap, NER-based cross-referencing, and QAEVAL.
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#llm
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·2 min read
VibeLoop
An orchestration platform for coding agents — Kanban board, live terminals, MCP server per agent, and real-time notifications so you know the moment an agent gets stuck and can act immediately. Agents run on AWS VMs sandboxed with ptracer and minivisor for security and full observability.
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