Archive
The complete INLEVEL9 archive of analysis across technology, economics, and the humanities.
2026
3,800 Hours: How a BCI Restored an ALS Patient's Voice
A brain implant let an ALS patient speak nearly 2 million words at home over two years, without researchers present.
AI & TechEU Levies €3 Per Item Type on Small Parcels
From shirts to sunglasses, each item category adds €3 — here's how the math works and what it means for Temu and Shein.
BusinessAI Companion Devices Are Coming With Cameras Built In
Reports on OpenAI's new device and Meta's smart glasses raise questions about what always-on companions actually collect.
AI & TechWhy Palantir Declared 'SaaS Is Dead' After 85% Growth
Palantir's blunt claim points to a deeper shift from seat-based subscriptions toward outcome-based software pricing.
BusinessSame Frontier Model, Different China Sales Rules
OpenAI, Google, and Anthropic draw different lines on serving Chinese firms' overseas units with AI.
SocietyGallup Data Links Low AI Use to Tech Layoffs
A correlation between AI usage and layoffs isn't proof of causation—here's what else to check first.
Society'Rested' vs. NEET: Why the Youth Stats Don't Match
Korea's 'rested' status and Britain's NEET measure different age groups and definitions, complicating youth comparisons.
SocietyRemote Work and Rising Mental Distress, 2011-2024
A Science study tracked 588,322 US survey respondents from 2011 to 2024, linking remote work to rising isolation and distress.
SocietyCheck Client Logos Before Signing That GEO Contract
Before trusting 'guaranteed exposure' pitches, here's how to verify the evidence and contract terms behind them.
AI & TechWhy Transformer Shortages Are Stalling AI Data Centers
Moratorium bills, grid bottlenecks, and community pushback are turning announced data center capacity into a much murkier real-world timeline.
BusinessPolymarket's Promo Videos Weren't Real Trades, WSJ Says
WSJ found that Polymarket's promotional clips staged trades that never actually happened on the platform.
SocietyMeta Weighs Selling Its Spare AI Cloud Capacity
Bloomberg reports Meta may rent out surplus AI computing power to outside customers for the first time.
BusinessChina's Papers Are Up, So Why Aren't Citations?
Research output and international citation are not the same measure, and the gap reveals what citation data can and cannot show.
AI & TechKorea's Mega AI Plan Needs Operating Know-How, Too
Comparing DeepSeek and Sakana's approaches, Korea's chip and data center investments still need real operational capability.
SocietyThe 'AI Screens Resumes' Claim Traces to a Game-Based Tool
A study of 4.2 million job applications was about a game-based hiring tool—not resume-screening AI in general.
BusinessOpenAI's PlantTalk Gives Houseplants a Voice
PlantTalk turns a plant's sensor readings into spoken commentary, raising questions about why we bond with talking objects.
AI & TechWFP Gaza App Hack Leaks 600,000 Households' Data
A hacked Gaza aid registration app exposed residents' data, raising the question of how much information relief actually requires.
Society
Amazon Cuts 30,000 Jobs While Hiring Interns, Grads
Layoffs and entry-level hiring aren't contradictory at Amazon—an internal AI-usage race exposes what's really being measured.
BusinessTesting and Security Tools That Caught Investors' Eye at YC
Four YC Spring 2026 startups building testing, security, and DevOps tools for AI agents show what enterprises need before deploying them.
BusinessHow Android Phones Warn You Before an Earthquake Hits
Phone sensors detect quakes already underway and alert users seconds before the strong shaking arrives.
AI & TechWhy Childcare Cost Charts Don't Match What Parents Feel
Net childcare cost subtracts subsidies from facility fees, but that's not the whole parenting bill.
AI & TechSalesforce's $3.6B Fin Deal: Buying Customers, Not Just AI
Salesforce agreed to acquire Fin for about $3.6 billion, and I look at what its customer base and rollout playbook add beyond Agentforce.
BusinessSakana AI's Fugu and the Race for Self-Improving AI
I look at how Sakana AI and Recursive Superintelligence are pursuing self-improving AI, and where Fugu's model-combining approach fits in.
BusinessKorea's AI Rankings Hide a Talent Problem
South Korea ranks high in AI models and patents per capita, but struggles to retain research talent and scale industrial results.
Society