Archive
The complete INLEVEL9 archive of analysis across technology, economics, and the humanities.
2026
Tailwind Laid Off 3 of 4 Engineers at Peak Usage
Record downloads couldn't stop Tailwind's revenue from collapsing 80% as its open-source business model broke down.
BusinessWhy Samsung and Nike Line Up for These Two Firms
ASML sells its machines; YKK never sells the ones that make its zippers.
BusinessWarsh's Real Choice Isn't Tightening or Easing
There's a third path the Fed chair never announced — and on July 29, bond markets finally priced it in.
BusinessWhy Meta Keeps AI Out of Incident Root-Cause Calls
Meta's five-year lesson: before AI can take over a job, that job has to become code first.
AI & TechWhy Cloudflare Named Agents Before It Let Them Pay
The wallet feature is still just a promise — for now, all you can actually do is claim a cloudflare.pay address.
AI & TechSanDisk's Customers Just Guaranteed $16.5 Billion
Even as demand explodes, neither company will build new factories—so buyers are locking in four-year deals instead.
BusinessZero Solo Unicorns Yet, But $1M Solo Companies Have Doubled
No one-person unicorn exists yet, but verifiable evidence of solo-founder success is piling up fast.
BusinessThe $800 Billion Figure Every Big Tech Earnings Call Cites
Goldman Sachs recalculates the number, finding it misjudges both global and US AI investment by roughly $200 billion each way.
BusinessWhy a Developer Bills 50 Hours for a 10-Minute Fix
The real problem isn't honesty—it's that hourly billing breaks down once time spent stops tracking the value created, in jobs and in software alike.
BusinessThe Bank App That Asked for Face Scans Three Times
Shipping speed keeps climbing while nobody gets credit for the unglamorous work of fixing what's already broken.
AI & TechKimi K3: 2.8T Parameters You Can't Run at Home
Kimi K3 tips the scales at over 1.5TB, so even openly released weights demand server-grade memory, not a personal machine.
AI & TechFan Translator Fined ₩96.37M for 112 Webtoon Chapters
A Seoul court's per-chapter damages formula shows why 'I did it for free' no longer works as a legal defense
SocietyWhy the New Fed Chair Talks Like a Startup Founder
AI adoption has stalled for over a year with no proven productivity gains across industries, yet Fed Chair Warsh is already citing AI productivity to justify rate cuts.
BusinessSK Hynix Pre-Market Crash Traces to a $45B Hedge Fund Blowup
I trace SK Hynix's brief 30% pre-market plunge and KOSPI's record 17.91% rally to a 30-hour forced unwind of a $45B hedge fund bet.
BusinessThe 57% 'Never Dated' Stat Has the Wrong Denominator
Fix the denominator and it drops to 21% — the real story is shrinking social time.
SocietyStudents Booed Eric Schmidt's AI Graduation Speech
Grads booed Schmidt's 'just get on the rocket' line, echoing Luddites who resisted the terms of machines, not the machines themselves.
SocietyStock Down 14%, Musk Still Promised Abundance
Comparing three AI safety proposals from Musk, Hassabis, and Zuckerberg against their July earnings and market positions.
BusinessHow a $145M Fine Opened X's Researcher Data
Even with a legal right to it, a professor couldn't get TikTok's data—until a massive fine cracked open X's instead.
BusinessSix AIs Claimed Perfect IMO Scores, Only Two Were Graded
When six AI systems claimed top marks at the same math olympiad, only two submissions actually went through official grading.
BusinessThe Harvard Student Who Fed ChatGPT an Entire Novel
A Harvard student mistook a 1962 novel for Old English, revealing how reading itself is splitting society in two.
SocietySame Day Korea's Chips Crashed, China Wanted More Nvidia
Two distinct fears — falling AI demand and China's chip self-sufficiency — collapsed into one selloff, and they hit different businesses.
BusinessHow a 33K-Follower Creator Earns $140,000 a Year
A closer look at the payout breakdown behind one micro-influencer's six-figure income.
BusinessWhat Actually Checks AI's Output Now?
Prompt, context, loop engineering—the labels keep changing, but the real question is what verifies AI's results.
AI & TechThe Phone on the Table Nobody Asks About Anymore
AI recording has quietly become the default in meetings, and asking for consent is no longer part of the conversation.
Business