AI

AI-slop , GrantaGate and Bad Writing

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The article “AI-slop, GrantaGate and Bad Writing” by Tuhin Chakrabarty discusses concerns about the decline in writing quality, attributing part of the issue to the overreliance on AI-generated content and the controversy surrounding the GrantaGate incident. Chakrabarty emphasizes the importance of maintaining authentic, thoughtful writing in an era increasingly influenced by artificial intelligence.

https://tuhinchakrabarty.substack.com/p/ai-slop-grantagate-and-bad-writing

The 10 Best AI Writing Tools I Recommend as a Pro Writer

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The article reviews and recommends the top 10 AI writing tools for creators, small business owners, and marketers, emphasizing their strengths and ideal use cases. It highlights tools like Buffer AI for social media content, Claude for structured and in-depth writing, Jasper for marketing teams, and others, noting that while AI aids in overcoming writer's block and generating ideas, human input remains essential for finalizing content.

https://buffer.com/resources/ai-writing-tools/

Stochastic Parrots 🦜: Frequently Unasked Questions

In this article, Emily M. Bender clarifies misconceptions about the term “stochastic parrots,” coined in her 2021 paper to describe large language models (LLMs) as systems that generate text by probabilistically remixing linguistic forms without true understanding or intent. She emphasizes that her critique targets the ethical and societal issues surrounding the development and deployment of these models—such as data use and environmental impact—rather than dismissing the models themselves or labeling all AI as stochastic parrots.

https://medium.com/@emilymenonbender/stochastic-parrots-frequently-unasked-questions-49c2e7d22d11

A Plea for Poetry in the Age of AI

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In “A plea for poetry in the age of AI,” Sophia Yvonne Hall argues that poetry is a vital form of human creativity that resists the homogenizing effects of AI, which tends to prioritize polished and formulaic outputs over originality and emotional depth. She urges readers to embrace the imperfect, messy, and uncertain nature of poetry as a way to preserve authentic creative expression that AI cannot replicate.

https://www.oxfordstudent.com/2026/05/10/a-plea-for-poetry-in-the-age-of-ai/

I Won’t Help Train AI – Word on Fire

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In the article “I Won’t Help Train AI,” Christopher Hazell shares his personal decision to decline a lucrative opportunity to train AI in creating narrative art such as fiction and scripts. He argues that while AI can assist with mundane tasks, the creation of authentic art requires human experience, free will, and the capacity for sacrificial love, which AI cannot replicate; thus, embracing AI-generated art risks dehumanizing culture by replacing genuine human communion with simulations.

https://www.wordonfire.org/articles/i-wont-help-train-ai/

AI Learns Language From Skewed Sources. That Could Change How We Humans Speak – and Think

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Large language models are trained primarily on written texts such as books, social media, and scripted dialogue from film and television, rather than the unscripted, everyday speech that makes up most human communication. This skewed training may lead AI-generated language to influence how humans speak and think, potentially narrowing vocabulary, encouraging curt or overly formal speech patterns, and reinforcing biases, thereby affecting our communication and perception of the world in significant but not yet fully understood ways.

https://www.theguardian.com/commentisfree/2026/apr/14/ai-language-human-speech

Will AI End Anonymity?

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Tyler Cowen explores how AI, particularly the model Claude, can identify authorship from relatively small text samples, raising concerns about the potential end of online anonymity. Megan McArdle’s article highlights that once AI can de-anonymize writing styles, protecting anonymity online may become nearly impossible, posing significant implications for privacy and free expression.

https://marginalrevolution.com/marginalrevolution/2026/04/will-ai-end-anonymity.html

‘They’re Supposed to Be Handmade’: Zine Creators Fight to Resist AI Influence

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Zine creators, rooted in a tradition of handmade, self-published booklets tied to cultural movements, are increasingly resisting the influence of artificial intelligence (AI) in their art form, viewing AI as incompatible with the scrappy, personal nature of zines. While some artists experiment with AI for efficiency or artistic experimentation, many, including creators of anti-AI zines, argue that AI diminishes critical thinking and the authenticity of creative work, emphasizing the grassroots, tactile process that defines zine culture.

https://www.theguardian.com/technology/2026/apr/28/zine-creators-fight-to-resist-ai-influence

AI Is Replacing Creativity with ‘Average’

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AI-generated content has rapidly increased across the internet, producing technically accurate and well-structured articles that often lack original perspective or distinct voice. While AI excels at recognizing patterns and generating statistically probable content, this leads to a convergence toward average ideas, reducing novelty and cultural friction essential for innovation and creativity.

https://www.fastcompany.com/91530169/ai-is-replacing-creativity-with-average

Slop Cop

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Slop Cop is a browser-based writing editor designed to identify and flag common rhetorical and structural patterns typical of generic large language model (LLM) prose. By adding an Anthropic API key, users can access deeper analysis and automatic editing features to improve their text. The tool highlights overused phrases, sentence structures, and stylistic tics, helping writers create clearer and more original content.

https://awnist.com/slop-cop

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