Harlan D. Harris
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  • IZE meets AI -- semantic search, smarter labels, and agentic orientation

    calendar Mar 18, 2026 · 5 min read · search history ize ai llms  ·
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    This is the last post in the IZE series. In the previous installment, I looked at two ways to generalize the IZE algorithm itself: preferring consistent facets and searching for trees with better goodness scores. Here I want to ask a different question: what does the AI revolution of the last few years actually change …


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  • Defensible Use of AI in Writing (Like This)

    calendar Jan 29, 2026 · 7 min read · ai writing llms  ·
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    If AI helps me get ideas from my head to the readers' heads faster, that's good. Society thrives when ideas are shared, critiqued, and built on. But authors shouldn't take credit for other peoples' ideas -- they should synthesize others' ideas, including the "blurry JPG of the web" that is LLMs. The question …


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  • Use LLMs for Translation and Fallible Reasoning

    calendar Jan 21, 2026 · 5 min read · llms ai  ·
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    I keep seeing AI skeptic takes like "AI is useless" or "LLMs are only good at Natural Language Processing", usually because of hallucinations and AI slop. Both are real problems. But that conclusion still misses the point: it misidentifies what LLMs are actually good at. My take is: LLMs are great …


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  • Are LLMs a simple solution? And if so, for what problems?

    calendar Sep 14, 2023 · 5 min read · llms simplicity machine learning product  ·
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    The other day, I was reading a post by Venkatash Rao (thousands of words of under-edited brilliance, as usual), and was struck by this note about the complexity of climate solutions: I tend to take as an article of faith the systems science rule of thumb that the complexity of solutions generally matches the complexity …


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  • LLMs and Theories of Consciousness

    calendar Sep 3, 2023 · 7 min read · cognitive science consciousness llms  ·
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    There’s been an immense amount of discussion about Large Language Models (LLMs) such as ChatGPT over the last year, of course. Some of that discussion has been whether they are intelligent, conscious, or on the path to Artificial General Intelligence. I’m particularly interested in the "consciousness" …


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Featured Posts

  • IZE - Revisiting a hierarchical search technology from the PC era
  • How Search and AI Product Teams are Different
  • Post Query Refinement Suggestions in Search UX, and an Algolia Demo App
  • Use LLMs for Translation and Fallible Reasoning
  • Vibe-Coding the Missing Algolia Comparison Dashboard
  • AI-Assisted Coding, Side Projects, and Donationware
  • A Collaborative Template for A/B Tests
  • Are LLMs a simple solution? And if so, for what problems?

Recent Posts

  • IZE meets AI -- semantic search, smarter labels, and agentic orientation
  • GeneralIZE -- How else could IZE's hierarchies be generated?
  • Could We Build IZE Again?
  • What Came After IZE? Three Domains, Three Answers
  • How IZE Really Worked - Algorithm, Patent, Limits, and Esther Dyson
  • IZE - Revisiting a hierarchical search technology from the PC era
  • 11 Algolia A/B Testing Gotchas, Tips, and Lessons!!
  • How Search and AI Product Teams are Different

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PROFESSIONAL 54 PERSONAL 13

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DATA-SCIENCE 25 R 14 ANALYTICS 12 SEARCH 9 STATISTICS 9 MACHINE-LEARNING 8 CONFERENCES 7 A/B-TESTING 6 IZE 6 OPERATIONS-RESEARCH 6 PROGRAMMING 6 AI 5 BUSINESS 5 HISTORY 5
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A/B-TESTING6 AB-TESTING1 ADVERTISING2 AI5 ALGOLIA3 ALGORITHMS4 ANALYTICS12 BIKESHARE1 BLUETOOTH1 BUSINESS5 CIVIC-HACKING1 CODING1 COGNITIVE-SCIENCE1 COMPUTER-SCIENCE1 CONFERENCES7 CONSCIOUSNESS1 COOKING1 COOKING-CLUB2 CSA3 DATA1 DATA-SCIENCE25 DATAVIZ2 DESSERT1 DONATIONWARE1 ETHICS2 FOOD2 GADGETS3 GGPLOT23 GRAPHICS3 HACKATHON2 HISTORY5 HOUSING1 INTERNET2 IZE6 JOB-TITLES4 JOURNALISM2 LISTICLE1 LLMS5 MACHINE-LEARNING8 MANAGEMENT4 MARKETING2 MEDIA1 MEETUP5 META4 MICROECONOMICS1 MONEY1 MP31 OPEN-DATA1 OPERATIONS-RESEARCH6 OPTIMIZATION1 PHONES1 PREDICTIVE2 PRODUCT2 PRODUCT-DESIGN1 PROGRAMMING6 R14 RECIPES4 REPORTING1 SCALING1 SEARCH9 SHINY2 SIDE-PROJECTS1 SIMPLICITY1 SMARTPHONES2 SMARTWATCHES1 SOFTWARE-ARCHITECTURE3 SOFTWARE-ENGINEERING3 STATISTICS9 SURVEY2 TEACHING1 TECHNOLOGY2 TELEVISIONS1 UI-INTEGRATION1 UX1 VIBECODING1 VIDEO1 VISUALIZATION2 WASHINGTON-DC1 WRITING1
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Harlan D. Harris

Copyright 2009-  HARLAN D. HARRIS. This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License

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