AI

What Is AI Slop? How to Spot It, Why It Spreads and How to Avoid Making It

AI slop refers to low-value, generative AI content produced with minimal human oversight, lacking thorough verification, creativity, or accountability, often prioritized for speed, scale, or cost over usefulness. Examples include formulaic language patterns, repetitive structures, unsupported claims, and vague citations, which result in content that appears more complete than the effort behind it justifies. Avoiding AI slop requires thoughtful editing and responsible content creation to maintain quality and credibility.

https://searchenginewatch.com/what-is-ai-slop/

Bring Back the Paragraph

The article argues that large language models (LLMs) have contributed to the decline of traditional paragraph writing online, promoting fragmented, “spaghetti writing” styles characterized by excessive line breaks and bullet points that disrupt cohesive thought. This trend, once prevalent only in social media, is spreading to other online spaces where thoughtful, contiguous paragraphs were once the norm, diminishing the quality of written communication. The author encourages writers to relearn paragraph structure to foster clearer, more meaningful writing and support a more literate digital culture.

https://arhan.sh/blog/bring-back-the-paragraph/

Why You Should Almost Never Use AI to Write Anything Substantive

The author argues that using AI to write substantive texts—such as essays, reports, or novels—is generally unwise because the writing process is integral to thinking, AI-generated writing tends to be vague and subtly incorrect in ways that are hard to detect, and presenting AI-written text without disclosure is misleading. While AI can be helpful for tasks like brainstorming, editing, or data analysis, relying on it to produce core content can compromise clarity, accuracy, and intellectual rigor, and should only be done with clear labeling to maintain ethical transparency.

https://www.erichgrunewald.com/posts/why-i-think-you-should-almost-never-use-ai-to-write-anything-substantive/

2 Types of Content AI Can’t Create (And Why They Win)

Content that AI cannot create falls into two main categories: strong opinion-based thought leadership and original research using proprietary data. AI cannot generate unique human perspectives rooted in personal experience nor conduct new primary research or access exclusive internal business data, making these content types crucial for differentiation and engagement. Additionally, formats involving live human interaction—such as webinars, panels, podcasts, and original videos—remain beyond AI’s capability, highlighting the need to integrate authentic human elements into content strategies to stand out in the AI-driven content landscape.

https://www.orbitmedia.com/blog/content-ai-cant-make/

Forget Em Dashes: a Viral Report on AI-generated Writing Has Surprising New Clues

A recent report by The Economist analyzed AI-generated writing by comparing it with human-authored texts, finding that conventional signs like frequent em dash usage are no longer reliable indicators of AI content. Instead, the report highlights that AI writing often features a lack of punctuation, with fewer commas, semicolons, and parentheses, and tends to overuse the word “and” in lengthy sentences. This insight challenges common assumptions and can help readers and platforms better identify AI-generated text amidst evolving language models.

https://www.fastcompany.com/91584243/how-to-identify-ai-generated-writing-viral-report-has-surprising-new-clues-economist

I’m Scared a Stranger Will Call My Novel AI, So I Built GitHub for Words (Meet VellumProof, Formerly WritHub, Lol)

Worried about being mistakenly accused of AI authorship, writer Dylan created VellumProof, a version-control tool inspired by GitHub that tracks daily word changes in manuscripts to provide transparent proof of human writing effort. By storing detailed histories of word additions and edits, VellumProof helps authors document their creative process and defend the authenticity of their work. While not foolproof against cheating, the tool aims to support honest writers by offering clear, date-stamped evidence rather than relying on subjective impressions.

https://dylan.blog/2026/08/03/im-scared-a-stranger-will.html

The End of the Working Writer

The article explores the evolving landscape for professional writers amid technological advancements and shifting economic conditions, particularly focusing on how AI tools and changing publishing models challenge traditional writing careers. It highlights the need for writers to adapt their creative processes and professional strategies to sustain their work in a rapidly transforming industry.

https://tedthoughts.substack.com/p/the-end-of-the-working-writer

AI for Newsroom | AI Tools, Initiatives & Newsroom Innovation

AI For Newsrooms is a comprehensive platform that curates real AI initiatives, editorial policies, vetted tools, and daily news updates specifically for editors, reporters, and local newsrooms. It offers live-tracked data on AI applications in journalism, including an LLM tracker, AI visibility checks, and resources to help newsrooms integrate AI responsibly and effectively. The platform also provides machine-accessible databases and tools to support newsrooms in navigating AI-driven workflows and editorial innovation.

https://aifornewsroom.in/

The End of an Era

Hugh Howey reflects on the transformation of writing and publishing brought by artificial intelligence, marking the end of a roughly decade-long era where writing was difficult but publishing was accessible and affordable. He highlights how AI-generated books are now competing with human-authored works, leading to challenges in proving authorship authenticity and reshaping readers’ and publishers’ attitudes. Howey predicts that future literary culture will include coexistence of AI-created and human-authored “meat books,” new tools to document writing processes, and evolving author-reader interactions shaped by AI assistance.

https://hughhowey.com/the-end-of-an-era/

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