Archive
The complete INLEVEL9 archive of analysis across technology, economics, and the humanities.
2026
AI-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.
SocietyFewer People Post on Social Media as AI Use Rises
Ofcom's 2026 report shows active posting on social media declining just as AI tool use climbs among UK adults.
SocietyChatGPT Chat Logs Become Evidence in Krafton Lawsuit
A Delaware court ruled Krafton's executives violated their contract by firing Subnautica leaders on ChatGPT's advice.
AI & TechThe Real Story Behind Italy's 'Pet Sick Leave' Case
One Italian case got mistaken for law—here's what it actually shows, plus Japan's pet leave policies and Korea's numbers.
AI & TechLegal AI Startup Harvey Hits $11 Billion Valuation
As law firms adopt AI that cuts document-review time, how will they split the savings with clients under hourly billing?
BusinessFrom Wuxia's Ming Cult to Persian Fire Religion and Oil
A wuxia fan's curiosity about the Ming Cult leads to Manichaeism, Persian fire worship, and Iran's oil history.
BusinessAlex Karp Warns Humanities Majors About AI's Job Impact
At Davos, Palantir's CEO said AI could hurt humanities majors' job prospects—unless paired with other skills.
SocietyQwen's Chief Departs as Alibaba Restructures Its AI Unit
Alibaba's Qwen tech lead resigned days before the company launched a new AI business group, Token Hub.
AI & TechWhy Companies That Tried AI Can't Scale It Up
Testing AI and embedding it in daily work are different challenges, as corn-seed diffusion research and Moore's chasm theory reveal.
SocietyLinux Just Added a Birthdate Field to User Records
A tiny systemd change reveals how age-verification laws are quietly reshaping the data structures operating systems keep on us.
SocietyAmerica's New Cyber Strategy vs. CISA's Shrinking Budget
The White House wants stronger offense and defense alike, but CISA's staff and budget are being cut—so who actually executes the defense?
Society