Latest updates for Errors And Varieties

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Recent items include:

  • Most RAG Hallucinations Are Extraction Errors: Seven Patterns for a Typed Generation Contract
  • Probability of correcting errors
  • Noisy Text in RAG: Typos, OCR, and the Gap Classical Spell-Check Leaves

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towardsdatascience.com /1 month ago

Most RAG Hallucinations Are Extraction Errors: Seven Patterns for a Typed Generation Contract

Enterprise Document Intelligence [Vol.1 #8ter] - Naming the RAG error correctly matters: model reads the context, so a wrong answer is an extraction error, not a hallucination. Sev...

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johndcook.com /3 weeks ago

Probability of correcting errors

Error correcting codes are most simply described in terms of the errors they can certainly correct. For example, the Hadamard code used for the Mariner 9 probe to Mars encoded each...

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towardsdatascience.com /1 week ago

Noisy Text in RAG: Typos, OCR, and the Gap Classical Spell-Check Leaves

Enterprise Document Intelligence [Vol.1 #B1] - Three sources of one problem. User typos, fast-typing transcription noise, OCR character errors. Classical spell-check handles one of...

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testmuai.com /1 week ago

9 Vibe Coding Risks and How to Test for Them

Vibe coding risks measured on six live apps: five logged errors on load, two lost state on reload, one answered from an empty form. Plus what test catches each.

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Sources covering Errors And Varieties

towardsdatascience.com

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johndcook.com

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testmuai.com

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