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Write while learning

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  1. How To Write With An LLM

    Simon Willison argues that LLMs should be used as copyeditors, not as writers, and proposes a strict rule never to reuse any phrase they suggest. He shares a prompt for building a personal LLM proofreading tool.

    Simon Willisonsimonwillison.net1 min
  2. The future of practice: Enabling teachers to create learning interactives with generative UI

    Google Research demonstrates a generative‑UI system that lets teachers author interactive, game‑style learning modules. The pipeline uses pedagogical guardrails, iterative self‑correcting loops (including automated solvability checks), and teacher vetting. A pilot library of 30+ STEM interactives is publicly available, and early teacher studies report good‑to‑excellent ratings.

    Google Researchresearch.google8 minHN4
  3. How to Write with an LLM

    The post proposes a two‑rule workflow for using LLMs as copy‑editors rather than ghostwriters: never adopt a phrase the model suggests, and block its encouragement feedback. It then shows how to automate iterative copy‑editing with a small Python/HTMX/Tailwind app and a set of concrete prompts.

    Hacker News front pagesockpuppet.org6 minHN712401
  4. Telling a Computer to Do Things

    The author explains how learning shell scripting unlocked the ability to automate and stitch together tools, emphasizing that proficiency is more about a rich CLI toolbox than syntax. He provides concrete tips, tool suggestions, and examples for writing maintainable scripts.

    Hacker News front pagewill-keleher.com7 minHN8736
  5. The 6 best AI writing generators in 2026

    Zapier’s blog post reviews six AI‑writing generators (Jasper, Anyword, Writer, Writesonic, Rytr, Sudowrite), explains how they work on top of LLMs, and outlines the author’s evaluation criteria (dedicated writing focus, control over output, ease of use, price, anti‑spam stance). The write‑up is a high‑level overview with no code, benchmarks, or deep technical analysis.

    Zapier Engineeringzapier.com19 min