Archive
The complete INLEVEL9 archive of analysis across technology, economics, and the humanities.
2026
How a Rice-Grain-Sized Part Landed Trillion-Won AI Deals
A primer on MLCCs and the long-term supply contracts reshaping the AI server race
BusinessSingapore Offers ~$70,000 Per Child—But Doubts Birth Rates Will Rise
A look at why Singapore's new support plan hinges on timing, childcare costs, and leave—not just the total payout.
BusinessAll 21 New Hires at a Shenzhen High School Hold Master's+
Five of the 21 hold doctorates—a glimpse into China's shrinking pool of jobs for PhD graduates.
BusinessWages Draw a C, But Assets Still Draw a K
The bottom 50% of Americans hold just 0.6% of all US stocks.
BusinessThe EU Missed Its August Deadline, but February 2027 Stands
Filter out what doesn't apply first — then the paperwork you actually owe comes into focus.
BusinessLegally, Even Spam Filters Are Now 'Superintelligence'
A new executive order renames AI as superintelligence without touching its legal definition.
BusinessWhy Gigawatt Buyers Are Now Hunting for 20 Megawatts
OpenAI and Anthropic are splitting demand into small deals, the opposite of Korea's build-first approach.
BusinessMicrosoft Built Autopilot on OpenClaw, Once Deemed Unsafe
Microsoft's new agent runs on the very runtime it called unfit for work PCs just seven months earlier.
BusinessChina Builds the Models, the Cloud Sends the Bill
Chinese AI labs earn a tenth of their rivals' revenue yet trade at up to 163 times it—open weights explain the gap.
Business
How Akamai Became Anthropic's $11.6 Billion Landlord
In April, Anthropic's launch cut Akamai's stock in half; by September it became Akamai's biggest customer ever—for CPUs, not GPUs.
BusinessMicrosoft's Own Memo: LLMs Are Eating Their Supply Chain
Unsealed court filings show Microsoft and OpenAI knew the risk to publishers long before this lawsuit.
BusinessBig Tech's Capex Is Half of Wall Street's Profit Growth
Goldman's $1.2 trillion capex forecast hides a bigger number: how much of it is propping up S&P 500 earnings.
BusinessApple Spells Out Its On-Device-vs-Server AI Decision Order
Apple's own docs test on-device models on real tasks first, escalating only when limits are hit.
BusinessA $20 AI Benchmark: 1 Work Hour in Luxembourg, 16 in Brazil
A common pre-tax $20 AI subscription benchmark, measured in minimum-wage hours across 37 countries. Access affordability, distinct from automation costs.
SocietyThey Said 'Slow Down'—But Compute Kept Climbing
It was never about halting training—what's actually slowing is release timing, not capability.
BusinessThe White House Fact Sheet Renames AI 'Superintelligence'
A three-line US-China AI pact borrows a pre-summit proposal's name but skips its accident-response procedures.
BusinessBrowser Agents Click Like Humans—Law Hasn't Caught Up
Sites that block crawlers still open their doors to AI agents that operate a browser just like a person would.
BusinessTools That Erase AI's Writing Tics Are Multiplying
If you need human-sounding text, why not just have a human write it from the start?
BusinessBattery Recyclers Ran on Factory Scrap, Not Scrapped EVs
Utilization was set by battery factories, not EVs on the road — and that link starts breaking in 2026
BusinessWe Found 10GW More Power, Yet the Shortfall Grew by 19GW
The gap isn't from more data centers—it's from how much power a single AI server rack now needs
BusinessForeign Caregiver Pilot Got Pricier, Not Cheaper
It started with 100 workers and ended with 73, while hourly rates jumped 36% in two years.
BusinessNo-Show Fees Hit 40%—Only 14% of Restaurants Collect Deposits
Korea raised the no-show penalty cap to 40%, but most restaurants still can't legally charge it.
BusinessSoftware Spending Rose 15.5%—Market Cap Fell $1 Trillion
Companies now spend 1.8x more on software than on data-center hardware this year, yet investors are repricing that revenue's lifespan.
BusinessSecurity Spending Is Up. The Login Screen Hasn't Changed.
Passkeys and 2FA already exist—the real reason they stay off is conversion rate.
Business