writing

A developer blog post describing how the author wrote two novellas using groff for typesetting, along with supporting tooling like Vim, Git, and Markdown preprocessing.

Martin Fowler discusses the phenomenon of "LLM Voice" in prose — the uncanny-valley feeling readers get from AI-written text — and urges authors to avoid letting LLMs draft their writing, warning that delegating writing also delegates thinking.

本文提出一种将评审者、过滤器与写作者分离的 harness 架构，通过上下文隔离减少 LLM 代理在扩写报告时的过度防御性写作，在 25 个商业项目草稿实验中将防御性命题从 59 降至 2（减少 96.61%），并将源主张保留率从 80.35% 提升至 93.12%。

Hibi 是一款免费的开源桌面写作与笔记应用，作为 Obsidian 和 Joplin 的替代品，提供灵活的文档组织与超越 Markdown 的编辑体验。

Dan Shipper and the @every team share a hands-on review of Gemini 4 Argon, finding it surprisingly strong for writing, greenfield prototyping, and Google-ecosystem work, though weak at refactoring and held back by Google's Antigravity harness.

Understory is a Mac notes app designed for writers, letting users collect notes, organize them into outlines, draft with research alongside, and export to PDF, Rich Text, Markdown, or a website. Launched via Product Hunt.

Voicera launches on Product Hunt as a free AI-powered tool that converts natural speech into polished text and lets users rewrite, fix, and translate their writing in place.

The tweet comments on how future AI advancements may lead to emdashes being used as a marker of human writing to avoid AI slop, suggesting a cyclical pattern.

The article explores Socrates' ancient critique of writing as a technology that might impair memory and true wisdom, drawing parallels to modern concerns about technological progress and change.

Hemmingway-1 is a 27B-parameter open-source AI model specialized for everyday writing tasks, outperforming leading models on benchmarks for human-like communication.

The article discusses Thomas Ptacek's rule for using LLMs as copyeditors, advising never to use LLM-suggested phrases to maintain originality and writing discipline.

The article provides two key rules for using LLMs in writing: avoid using any words suggested by the model and disregard encouragement to maintain an authentic voice.

The author reflects on the inspiration and motivation behind writing, emphasizing creativity, honesty, and the joy in the creative process, drawing from insights shared by others in the AI-Native community.

The post highlights that AI labs' under-investment in clear writing skills compared to math and coding has significantly harmed their public perception.

The article discusses how AI makes it challenging to assess the effort behind written content, leading to uncertainty about care and dedication.

Bryan Cantrill argues that overusing LLMs to write LinkedIn posts creates stylistically grating, inauthentic content that readers can easily identify, urging people to write in their own voices instead. He acknowledges LLMs are useful for brainstorming and editing, but contends they are poor writers that undermine authenticity.

Anthropic has released Fable 5.1, an updated Claude model that excels in coding, writing, and knowledge work, with improved speed, token efficiency, and business readiness.

The author compares GPT 5.6 Sol and Claude Opus 5, expressing a preference for GPT 5.6 Sol due to its clear and concise writing style.

A StudyArena blind test shows that Gemini is preferred by students over ChatGPT and Claude for college essay writing, achieving a 39.6% choice rate.

This article argues that AI detectors and watermarking are problematic because they dismiss human effort behind work and degrade AI-generated text quality.