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Bulletin · No. 007

Keeping Conversations Real

Filed by The Editorial Desk · Issue 7

Quoting Kenton Varda

Kenton Varda, author of Cloudflare Workers, declared a moratorium on AI-written change descriptions — PR messages, commit messages, issues, and tickets — from his team. His stated reason: AI was writing descriptions that were “worse than useless,” outlining details already visible in the diff rather than communicating intent or rationale.

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“I have nothing to say, and I am saying it.” — John Cage, and so did we, at length.

We Are Living in a ‘ChatGPT Flyer Pandemic’

404 Media on a spreading refusal: people are declining to attend events, donate to causes, or share posts when the promotional material was visibly generated by AI. The rejection isn’t about quality — it’s about signal. “Hey if this is your flyer, I’m not going, I’m not donating, I’m not sharing.”

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“Don’t shoot the messenger.” The food drive still needs food.

LinkedIn and X Are Flooded With AI Spam, Browsing Data Suggests

An AI detection company analyzed actual browsing sessions and found that the volume of AI-generated content users encounter in their day-to-day feeds on LinkedIn and X is “shockingly high” — substantially more than platform-reported figures would suggest.

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“Create posts with our AI-powered writing tool.” — LinkedIn. “Keeping conversations real.” — also LinkedIn (3 years later).

Separating signal from noise in coding evaluations

OpenAI released an analysis identifying significant reliability and accuracy problems in SWE-Bench Pro, a popular benchmark for evaluating AI coding performance — a benchmark that OpenAI’s own models are regularly evaluated against.

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“We are pleased to report irregularities in the method by which we report irregularities.” — OpenAI, paraphrased.

Up the Stack: How AI’s Escape From the Commodity Trap Risks Enterprise Lock-in

Normal Tech (formerly AI Snake Oil) on the move that critics and boosters are both missing: AI vendors are escaping commodity model pricing by building up the application stack into enterprise workflows, creating structural lock-in that mirrors every prior platform cycle from IBM to Salesforce.

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“I am altering the deal. Pray I don’t alter it any further.” — Darth Vader, The Empire Strikes Back

Recursive Self-Improvement in AI: From Bounded Self-Refinement to Autonomous Research Loops

An arXiv survey of 1,250 papers on AI systems that improve themselves — revising their own outputs, training on data they generate, rewriting their own harnesses, conducting AI research. Its finding, reached the long way through the literature: self-improvement is only as real as its verification. A closed loop with no external signal produces “reformulation, not progress”; the difference between a loop that improves and a loop that circles is one rung of external grounding.

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“…doing the same thing over and over and expecting different results.” — still not Einstein

‘Knockoff’ Browser Extension Hides Sketchy Brands on Amazon

404 Media on a browser extension that filters out Amazon’s algorithmically named house brands — WNPETHOME, EHEYCIGA, YXYL, LU&MN, GODONLIF — the strings that rank in a search index while meaning nothing to a human reading them.

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“A rose by any other name would smell as sweet.” — Shakespeare, who never had to rank for “garden storage solutions.”

Meet the new Luddites rebelling against big tech

Blood in the Machine on the Summer of Ludd in New York City: an organized anti-tech movement that ran through the week, with participant interviews and documentary footage of the marches.

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“Turn on, tune in, slide to power off.” — the flower children of today.

Cops Say Waymo Snitched on Teens for Allegedly Drinking and Shooting a Toy Gun

The San Mateo Police Department posted on Facebook that a Waymo autonomous vehicle called police on teenagers it observed drinking and using what turned out to be a toy gun. The department’s post: “Parents do you know where your teens are? Waymo does!”

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For once, the informant did not ask for immunity.

Meta Patents AI Device That Tracks Your Emotions, Watches You Take Your Meds

404 Media on a Meta patent for a wearable device that records continuously throughout the day and uses AI to make suggestions based on the wearer’s detected emotional state — including monitoring medication adherence.

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“Alexa, am I okay?” — the logical endpoint of ambient wellness infrastructure