Archive
The complete INLEVEL9 archive of analysis across technology, economics, and the humanities.
2026
Chrome's Hidden 4GB AI Model Sparks Consent Concerns
Users discovered a 4GB AI model file in Chrome's data folder—and many say they were never told it was there.
AI & TechToronto's Rosedale Weighs $200/Month AI Camera Watch
A Toronto neighborhood wants 100 households to pay C$200 a month for AI cameras that track every car on the street.
AI & TechGPT-4 Citation Found in Kim Il Sung University's Journal
A North Korean university journal cited GPT-4 and REALM papers, prompting a look at what reading public research actually reveals about AI capability.
BusinessElgg's 2007 Pitch: A Platform With No Features
In 2007, Elgg co-founder Ben Werdmuller unveiled a version with zero built-in features, letting communities choose their own tools.
AI & TechAmazon Buys Globalstar, Teams Up With Apple on Satellites
Amazon's $11.6 billion satellite acquisition signals a bigger push to own telecom infrastructure alongside subsea cables.
AI & TechA Company Claims '500% Growth'—From What to What?
Growth percentages only mean something once you know the baseline number and how it was measured.
BusinessCanceling Amazon Prime Took Four Pages and Six Clicks
The FTC's Amazon Prime case exposed a design built to make canceling harder than signing up—could AI absorb that burden instead?
SocietyWhat Data Would AI Need to Tell Smells Apart?
Smell sensors already exist, but turning their readings into AI training data that works across environments remains an unsolved problem.
AI & TechMusk Admits xAI Distilled OpenAI Models in Court
Under oath, Musk said Grok's training partly relied on OpenAI's models, raising questions about what standard should apply.
BusinessMeta's New 2-5% Ad Fee: Who Pays the Digital Tax?
Meta will add extra fees to ads in six countries — but that cost isn't the same as a price hike for consumers.
BusinessAI-Run Store Paid Women $2 Less an Hour
A San Francisco store run by AI reportedly paid female staff $2 less hourly than a male colleague, raising questions about how such decisions get reviewed.
AI & TechFAA Uses Xbox Imagery to Recruit Air Traffic Controllers
I look at what the FAA's gamer-focused recruiting push reveals about America's air traffic controller shortage.
SocietyWhy Hancom's PDF Parser Topped GitHub Trending
Hancom released a PDF extraction tool under Apache 2.0, and developers noticed—here's what the benchmarks and business model reveal.
AI & TechSteve Blank on the Startup Whose Market Moved While It Built Tech
A six-year-old portfolio bet shows how autonomy tech, customers, and competitors can all shift before a product ships.
BusinessWhen AI Agents Negotiate, the Model Changes the Price
In Anthropic's internal test, Opus negotiated better prices than Haiku, yet users rated satisfaction almost the same.
SocietyHow Meta and Block Are Splitting Up Management Work
Both companies are cutting management layers while redistributing reporting, prioritization, and talent development to new roles.
BusinessWhy Bloomberg Terminals Still Dominate Finance
A Bloomberg command in an Iranian official's post got me asking why traders still pay for the pricey terminal.
BusinessHow Drug-Soaked Paper Caused Deaths in US Prisons
Synthetic drugs disguised as ordinary paper are poisoning inmates, exposing gaps in prison screening and treatment.
AI & TechWhat Apple Store Staff Faced Launching Vision Pro
Apple flew hundreds of staff to Cupertino for secret training, but Vision Pro sales still fell short.
BusinessHormuz Tolls and a 428-Year Maritime History
Reports of Iranian tolls in Hormuz recall Denmark's centuries-old Sound Dues and the legal regimes governing global straits and canals.
BusinessInside Claude Code's Leak: Harness vs. Skills Explained
I wanted to test the '100x productivity' claim, so I looked at how a leaked codebase splits execution logic from reusable skills.
AI & TechWhy Meta Is Expanding AI Tools for Small Businesses
Meta is rolling out a company-wide initiative to help small businesses adopt AI using its existing merchant and ad infrastructure.
SocietyJapan Bets on Physical AI Robots to Fill a Labor Gap
I looked at Japan's labor shortage forecasts and its plan to build an AI robot industry around them.
SocietyHow American Teens Actually Use AI Chatbots
A US survey found 64% of teens have used AI chatbots—for homework, play, and emotional comfort—raising new questions about safeguards.
Society