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Show HN: Halgorithem – Catching AI Hallucinations Using Trees, No AI in Pipeline

Halgorithem is a custom algorithm that detects AI hallucinations without using AI itself, by parsing inputs into trees and comparing with file chunk trees to flag inconsistencies. It integrates with Python AI workflows like LangGraph and CrewAI, showing high accuracy in benchmarks.

SourceHacker News AIAuthor: amitabhi
Show HN: Halgorithem – Catching AI Hallucinations Using Trees, No AI in Pipeline
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Key points

  • Halgorithem detects AI hallucinations using tree structure comparison, without its own AI.
  • Easily integrates into popular Python AI pipelines such as LangGraph, CrewAI, etc.
  • Benchmarks show strong support rates across multiple topics, with only one unverifiable flag.

Highlights and analysis are generated automatically and may contain errors. Check the original source.