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Problem Patterns in AI: Beyond Hallucinations

leonfurze.com · published 26 July 2026

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What are AI hallucinations? Read at the source ↗
leonfurze.com
https://www.theatlantic.com/technology/2026/07/ai-chatbot-writing-tic-negative-parallelism/687892/
theatlantic.com
https://en.wikipedia.org/wiki/Retrieval-augmented_generation
en.wikipedia.org
Three Dimensions of Expertise for AI Read at the source ↗
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https://en.wikipedia.org/wiki/Overfitting
en.wikipedia.org
Teaching AI Ethics: Copyright 2025 Read at the source ↗
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https://en.wikipedia.org/wiki/AI_slop
en.wikipedia.org
https://commons.wikimedia.org/wiki/File:Shrimp_Jesus_example.jpg
commons.wikimedia.org
https://creativecommons.org/publicdomain/zero/1.0/deed.en
creativecommons.org
The Effort Economy of Slop Read at the source ↗
leonfurze.com
https://simonwillison.net/
simonwillison.net
https://dl.acm.org/doi/10.1145/3571730
dl.acm.org
https://aclanthology.org/2024.tacl-1.9/
aclanthology.org
https://arxiv.org/abs/2305.13534
arxiv.org
https://proceedings.neurips.cc/paper_files/paper/2023/hash/ed3fea9033a80fea1376299fa7863f4a-Abstract-Conference.html
proceedings.neurips.cc
https://www.science.org/doi/10.1126/science.aec8352
science.org
https://arxiv.org/abs/2310.03716
arxiv.org
https://ar5iv.labs.arxiv.org/html/2511.12116
ar5iv.labs.arxiv.org
https://ouci.dntb.gov.ua/en/works/9ZPYX2G3/
ouci.dntb.gov.ua
https://iclr.cc/virtual/2024/poster/19056
iclr.cc
https://dl.acm.org/doi/fullHtml/10.1145/3593013.3594095
dl.acm.org
https://www.linkedin.com/posts/leonfurze_reputational-risks-of-ai-go-beyond-hallucinations-ugcPost-7484428661941563393-5bku/?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAkntiUBmdf6wLyBnIjhjYc5ssNo7BLlbqE
linkedin.com
https://support.substack.com/hc/en-us/articles/50891130623508-How-can-I-detect-AI-on-Substack
support.substack.com
AI Detection in Education is a Dead End Read at the source ↗
leonfurze.com
AI;DR: When readers stop trusting writers Read at the source ↗
leonfurze.com
https://ambapress.com.au/products/practical-ai-strategies-2
ambapress.com.au