Archive
The complete INLEVEL9 archive of analysis across technology, economics, and the humanities.
2026
Twitch Quietly Turned On AI Training by Default
Comparing Twitch's new AI-training toggle with a free-cleaning startup in New York shows who actually gets to consent.
SocietyThe 1979 Report That Predicted Seoul's Overcrowding
I dug up a 47-year-old land-use report—and its warnings about Seoul read like today's headlines.
SocietyGoogle's Preferred Source Button Hides Follower Counts
Google's new preferred-source button could boost publishers, but they can't see who's actually clicking it.
BusinessSK Hynix Leverage ETF's First Day: Trading Volume Fell by Two-Thirds
Prices surged under new leverage ETF rules, but trading volume cratered—proof that demand, not stability, was curbed.
BusinessWhy Harvey's Legal AI Chose a Chinese Model
Harvey trained its own legal model on Kimi K3 in just two months, and Washington cheered it as an American win.
AI & TechAn Agent Isn't a Product Until Someone Else Uses It
Getting AI to produce a result is easy—getting a colleague to keep using your agent or skill takes far more work.
AI & Tech51.8% of Korean Workers Now Use AI on the Job
Examining what surging adoption means for cognitive outsourcing, separating measured empirical shifts from vague anxieties.
AI & TechIBM Is Certifying Thousands of Consultants in OpenAI
OpenAI is expanding enterprise adoption by certifying IBM consultants and client staff with badges of expertise
BusinessThe Costco Cashier Who Turned Down Every Promotion
Meet the $32.90-an-hour Costco cashier who's already a millionaire—and why the company won't let him go.
BusinessWhy 'Resting' Statistics Exclude Caregiving Youth
Caregiving youth are excluded from 'resting' statistics by definition, hiding how they actually spend their days.
SocietyMagnificent Seven Mentions Down 70%—Market Weight Unchanged
Bloomberg's coverage of the Magnificent Seven has plunged, yet the group still commands about a third of the S&P 500's value.
BusinessPay Per Post, and Your Community Becomes a Vendor
Across 570,000 users and four market experiments, cash rewards boosted post volume but not quality—cashability decided everything.
Society467 Agreed to Quit Phone Internet. 119 Actually Did.
A two-week phone-internet detox study reveals more in its 25.5% compliance rate than in its headline mental-health results.
AI & TechMy Book's AI Training Royalty: $300–656 Per Copy
When my book sold for AI training at $300–656 a copy, I realized the real shift is in how content gets priced, not what it's worth.
BusinessThe 90-Day Exit Clause in Google's SpaceX Compute Deal
SpaceX posted 92% revenue growth, but its AI compute lease with Google can be canceled with just 90 days' notice after 2026.
BusinessWhy Microsoft Is Embedding 6,000 Engineers at Client Sites
Microsoft's $2.5B unit, AWS's $1B bet, and what they reveal about AI's real deployment problem.
AI & TechWhy Midjourney Bought an Astrology App
Reading Midjourney's Co–Star acquisition as a bet on user experience design, not astrology
BusinessAI Detectors Flagged the Declaration of Independence as AI
A Stanford study found these tools misclassify non-native essays and even flag the 1776 Declaration of Independence as AI-written.
SocietyThe 62-Page Failure Log Behind Astra's 10 Proofs
OpenAI paired Astra's ten solved problems with a 62-page log of every failed approach.
AI & Tech23,998 Suspicious Naver Accounts Attacked Both Political Sides
A KAIST-Max Planck study found 23,998 suspicious accounts attacked both Moon Jae-in and Yoon Suk-yeol alike, with a 51% surge around elections.
SocietyRailway Dividends Funded by New Share Capital, Not Profit
In 1848, railways booked renewal costs as capital spending to fake dividends—a trick echoed in today's AI infrastructure accounting.
BusinessHow Claude Watermarks the Text It Generates
Anthropic hides its signal in word choice, not whitespace—since text has no invisible margin like images do.
AI & TechA 19-Year-Old With No Resume Raises $6.2 Million
Investors increasingly check GitHub activity before diplomas—here's how the yardstick for judging talent is shifting.
BusinessWhy Google Chose a Reactor Design Never Built Before
Google's bet reveals a widening gap between proven nuclear technology and technology that can actually get built fast.
Business