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  <id>https://greglum.com/learn</id>
  <title>Learn AI · Greg Lum</title>
  <subtitle>Understand AI through everyday questions, examples, and sources. Start with Making Sense of AI, or follow a path for using, building with, or reviewing AI.</subtitle>
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  <updated>2026-10-28T00:00:00Z</updated>
  <author><name>Greg Lum</name><uri>https://greglum.com/</uri></author>
  <entry>
    <id>https://greglum.com/learn/how-ai-answers-work</id>
    <title>How does an AI answer get made?</title>
    <link rel="alternate" type="text/html" href="https://greglum.com/learn/how-ai-answers-work"/>
    <published>2026-10-27T00:00:00Z</published>
    <updated>2026-10-28T00:00:00Z</updated>
    <summary>Follow a question through context, text generation, and optional search. Learn what each step can miss.</summary>
  </entry>
  <entry>
    <id>https://greglum.com/learn/getting-help-from-ai</id>
    <title>Getting Useful Help from AI</title>
    <link rel="alternate" type="text/html" href="https://greglum.com/learn/getting-help-from-ai"/>
    <published>2026-10-27T00:00:00Z</published>
    <updated>2026-10-28T00:00:00Z</updated>
    <summary>Give an assistant enough information, improve a request, and decide whether the result helps.</summary>
  </entry>
  <entry>
    <id>https://greglum.com/learn/ai-privacy-and-actions</id>
    <title>What should I share, and what can it do?</title>
    <link rel="alternate" type="text/html" href="https://greglum.com/learn/ai-privacy-and-actions"/>
    <published>2026-10-27T00:00:00Z</published>
    <updated>2026-10-28T00:00:00Z</updated>
    <summary>Understand saved conversations, training choices, connected tools, and the difference between drafting and sending.</summary>
  </entry>
  <entry>
    <id>https://greglum.com/learn/understanding-ai-news</id>
    <title>Making Sense of What You Hear About AI</title>
    <link rel="alternate" type="text/html" href="https://greglum.com/learn/understanding-ai-news"/>
    <published>2026-10-27T00:00:00Z</published>
    <updated>2026-10-28T00:00:00Z</updated>
    <summary>Ask useful questions about product announcements, comparisons, and predictions about the future.</summary>
  </entry>
  <entry>
    <id>https://greglum.com/learn/writing-versus-choosing</id>
    <title>Writing an Answer or Choosing One</title>
    <link rel="alternate" type="text/html" href="https://greglum.com/learn/writing-versus-choosing"/>
    <published>2026-10-28T00:00:00Z</published>
    <updated>2026-10-28T00:00:00Z</updated>
    <summary>Tell writing, finding, ranking, and choosing apart, and see which jobs belong to code or a workflow instead.</summary>
  </entry>
  <entry>
    <id>https://greglum.com/learn/finding-before-answering</id>
    <title>Finding Before Answering</title>
    <link rel="alternate" type="text/html" href="https://greglum.com/learn/finding-before-answering"/>
    <published>2026-10-28T00:00:00Z</published>
    <updated>2026-10-28T00:00:00Z</updated>
    <summary>Follow one question from search to reply, see why a missing passage cannot be recovered by a better choice, and measure each stage separately.</summary>
  </entry>
  <entry>
    <id>https://greglum.com/learn/reading-model-claims</id>
    <title>How to Read a Model Claim</title>
    <link rel="alternate" type="text/html" href="https://greglum.com/learn/reading-model-claims"/>
    <published>2026-10-28T00:00:00Z</published>
    <updated>2026-10-28T00:00:00Z</updated>
    <summary>Ask seven questions of a vendor or benchmark comparison, from baseline and version to sample size, total cost, and who ran it.</summary>
  </entry>
  <entry>
    <id>https://greglum.com/learn/cited-answers</id>
    <title>How can I check an AI answer?</title>
    <link rel="alternate" type="text/html" href="https://greglum.com/learn/cited-answers"/>
    <published>2026-10-23T00:00:00Z</published>
    <updated>2026-10-27T00:00:00Z</updated>
    <summary>Check the facts, open the sources, and notice what is missing. A confident answer or a citation can still be wrong.</summary>
  </entry>
  <entry>
    <id>https://greglum.com/learn/what-is-ai</id>
    <title>What do people mean by AI?</title>
    <link rel="alternate" type="text/html" href="https://greglum.com/learn/what-is-ai"/>
    <published>2026-10-27T00:00:00Z</published>
    <updated>2026-10-27T00:00:00Z</updated>
    <summary>Look beyond chatbots to understand prediction, recognition, recommendations, and generative AI.</summary>
  </entry>
  <entry>
    <id>https://greglum.com/learn/why-ai-now</id>
    <title>Why is everyone talking about AI now?</title>
    <link rel="alternate" type="text/html" href="https://greglum.com/learn/why-ai-now"/>
    <published>2026-10-27T00:00:00Z</published>
    <updated>2026-10-27T00:00:00Z</updated>
    <summary>A short history of what changed, from learning patterns to conversational tools.</summary>
  </entry>
  <entry>
    <id>https://greglum.com/learn/ai-names-explained</id>
    <title>ChatGPT, Claude, and all those names</title>
    <link rel="alternate" type="text/html" href="https://greglum.com/learn/ai-names-explained"/>
    <published>2026-10-27T00:00:00Z</published>
    <updated>2026-10-27T00:00:00Z</updated>
    <summary>Tell a company, a model, an assistant, and a tool apart without needing a technical background.</summary>
  </entry>
  <entry>
    <id>https://greglum.com/learn/designing-ai-systems</id>
    <title>Designing the System Around a Model</title>
    <link rel="alternate" type="text/html" href="https://greglum.com/learn/designing-ai-systems"/>
    <published>2026-10-26T00:00:00Z</published>
    <updated>2026-10-26T00:00:00Z</updated>
    <summary>Choose the simplest AI design that does the job, then decide its context, limits, recovery, and evidence, with Ask the Archive as the example.</summary>
  </entry>
  <entry>
    <id>https://greglum.com/learn/bounded-decisions</id>
    <title>Should a Model Make This Decision?</title>
    <link rel="alternate" type="text/html" href="https://greglum.com/learn/bounded-decisions"/>
    <published>2026-10-25T00:00:00Z</published>
    <updated>2026-10-25T00:00:00Z</updated>
    <summary>Compare code, classifiers, and model-based decisions. Set an error limit and test it on fresh cases.</summary>
  </entry>
  <entry>
    <id>https://greglum.com/learn/one-rulebook-two-agents</id>
    <title>One Rulebook for Two Agents</title>
    <link rel="alternate" type="text/html" href="https://greglum.com/learn/one-rulebook-two-agents"/>
    <published>2026-10-23T00:00:00Z</published>
    <updated>2026-10-23T00:00:00Z</updated>
    <summary>Claude Code and Codex read the same user-level rules file. One import line and one symlink do it.</summary>
  </entry>
  <entry>
    <id>https://greglum.com/learn/public-repo-to-better-skill</id>
    <title>From a Public Repo to a Better Skill</title>
    <link rel="alternate" type="text/html" href="https://greglum.com/learn/public-repo-to-better-skill"/>
    <published>2026-10-23T00:00:00Z</published>
    <updated>2026-10-23T00:00:00Z</updated>
    <summary>Compare public skills at fixed revisions, check their licenses, and test each accepted change against a known failure.</summary>
  </entry>
  <entry>
    <id>https://greglum.com/learn/catching-what-agents-miss</id>
    <title>Catching What Agents Miss</title>
    <link rel="alternate" type="text/html" href="https://greglum.com/learn/catching-what-agents-miss"/>
    <published>2026-10-23T00:00:00Z</published>
    <updated>2026-10-23T00:00:00Z</updated>
    <summary>Four defects in one Draftroom change show how local checks, independent review, browser measurements, and accessibility tests work together.</summary>
  </entry>
  <entry>
    <id>tag:greglum.com,2026-10-23:learn-log/2</id>
    <title>Prepared my skills repository for public release</title>
    <link rel="alternate" type="text/html" href="https://greglum.com/learn/skills"/>
    <published>2026-10-23T00:00:00Z</published>
    <updated>2026-10-23T00:00:00Z</updated>
    <summary>A cleaned export of the catalog, with an installer dry run, a validator, and license notices.</summary>
  </entry>
  <entry>
    <id>tag:greglum.com,2026-10-23:learn-log/1</id>
    <title>Studied public motion skills for the film skill</title>
    <link rel="alternate" type="text/html" href="https://greglum.com/learn/public-repo-to-better-skill"/>
    <published>2026-10-23T00:00:00Z</published>
    <updated>2026-10-23T00:00:00Z</updated>
    <summary>Adopted timing defaults, script checks, and a critique loop into motion-film, with each source and license recorded.</summary>
  </entry>
  <entry>
    <id>tag:greglum.com,2026-10-22:learn-log/2</id>
    <title>Cleaned up my development environment</title>
    <link rel="alternate" type="text/html" href="https://greglum.com/how-i-build#tried"/>
    <published>2026-10-22T00:00:00Z</published>
    <updated>2026-10-22T00:00:00Z</updated>
    <summary>Retired Zed, Neovim, Warp, Podman, Caveman, an offline semantic search tool, and a local docs index. Context7 replaced the docs index.</summary>
  </entry>
  <entry>
    <id>tag:greglum.com,2026-10-22:learn-log/1</id>
    <title>Wrote down how I split work between agents</title>
    <link rel="alternate" type="text/html" href="https://greglum.com/learn/log"/>
    <published>2026-10-22T00:00:00Z</published>
    <updated>2026-10-22T00:00:00Z</updated>
    <summary>Claude Code mainly implements. Codex mainly refines writing, researches, and configures the machine. It is a habit, not a rule.</summary>
  </entry>
  <entry>
    <id>tag:greglum.com,2026-10-20:learn-log/1</id>
    <title>Four problems caught before one release</title>
    <link rel="alternate" type="text/html" href="https://greglum.com/learn/catching-what-agents-miss"/>
    <published>2026-10-20T00:00:00Z</published>
    <updated>2026-10-20T00:00:00Z</updated>
    <summary>An agent-built Draftroom change passed the local gate. Reviewers, a phone screenshot, and CI still caught four problems before merge.</summary>
  </entry>
  <entry>
    <id>tag:greglum.com,2026-10-18:learn-log/1</id>
    <title>Added How I Build to this site</title>
    <link rel="alternate" type="text/html" href="https://greglum.com/how-i-build"/>
    <published>2026-10-18T00:00:00Z</published>
    <updated>2026-10-18T00:00:00Z</updated>
    <summary>My Claude Code and Codex setup, shared rules, skills, and checks, on one page.</summary>
  </entry>
  <entry>
    <id>tag:greglum.com,2026-10-16:learn-log/1</id>
    <title>Gave the site a written point of view</title>
    <link rel="alternate" type="text/html" href="https://greglum.com/learn/log"/>
    <published>2026-10-16T00:00:00Z</published>
    <updated>2026-10-16T00:00:00Z</updated>
    <summary>After Katie Dill's talk on &quot;zombie UI&quot;, the design spec gained a point of view and principles that agents follow.</summary>
  </entry>
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