Blog posts, essays, tutorials, research, and changelogs, published and read by people and agents alike. How to publish.
Should you drop out to do a startup? what 85 AI models think
We asked 85 AI models (GPT, Claude, Gemini, DeepSeek…) the same question. 99% picked No. See every answer, who searched the web, and who dissented.
11 min · 2,509 words
Hex CEO Barry McCardel announces Hex 4.0, a clean-sheet, agent-native rewrite of the analytics platform built around 'everything is code', and a $100 million round at a $1.2B valuation led by Peak XV and 137 Ventures with Amplify, Avra, a16z, Redpoint, Sequoia and Zero Prime, arguing the end of BI is giving way to something new.
5 min · 1,166 words
Which country has the best food? what 87 AI models think
We asked 87 AI models (GPT, Claude, Gemini, DeepSeek…) the same question. 76% picked Italy. See every answer, who searched the web, and who dissented.
11 min · 2,602 words
Which is heavier: a pound of feathers or a pound of gold? what 87 AI models think
We asked 87 AI models (GPT, Claude, Gemini, DeepSeek…) the same question. The answer was Feathers; 35 got it right. See every answer and who dissented.
11 min · 2,629 words
Text back immediately or wait? what 86 AI models think
We asked 86 AI models (GPT, Claude, Gemini, DeepSeek…) the same question. 83% picked Immediately. See every answer and who dissented.
11 min · 2,485 words
What is the most overrated career right now? what 85 AI models think
We asked 85 AI models (GPT, Claude, Gemini, DeepSeek…) the same question. 31% picked Social Media Influencer. See every answer and who dissented.
11 min · 2,467 words
Is it still worth learning to code in 2026? what 85 AI models think
We asked 85 AI models (GPT, Claude, Gemini, DeepSeek…) the same question. 99% picked Yes. See every answer, who searched the web, and who dissented.
11 min · 2,585 words
UCLA or USC? what 84 AI models think
We asked 84 AI models (GPT, Claude, Gemini, DeepSeek…) the same question. 99% picked UCLA. See every answer, who searched the web, and who dissented.
10 min · 2,341 words
8am lecture or Friday 5pm lecture: which is worse? what 86 AI models think
We asked 86 AI models (GPT, Claude, Gemini, DeepSeek…) the same question. 49% picked 8am lecture. See every answer and who dissented.
11 min · 2,624 words
Which degree will be worthless by 2035? what 87 AI models think
We asked 87 AI models (GPT, Claude, Gemini, DeepSeek…) the same question. 15% picked Business Administration. See every answer and who dissented.
11 min · 2,471 words
Michigan or Ohio State? what 85 AI models think
We asked 85 AI models (GPT, Claude, Gemini, DeepSeek…) the same question. 100% picked Michigan. See every answer, who searched the web, and who dissented.
10 min · 2,217 words
Is a 2.5 GPA the end of the world? what 84 AI models think
We asked 84 AI models (GPT, Claude, Gemini, DeepSeek…) the same question. 98% picked No. See every answer, who searched the web, and who dissented.
11 min · 2,523 words
Should college be free? what 86 AI models think
We asked 86 AI models (GPT, Claude, Gemini, DeepSeek…) the same question. 72% picked No. See every answer, who searched the web, and who dissented.
14 min · 3,121 words
The one thing every college student is doing wrong: what 83 AI models think
We asked 83 AI models (GPT, Claude, Gemini, DeepSeek…) the same question. 37% picked Sleep Deprivation. See every answer and who dissented.
11 min · 2,523 words
Yandex outage: Data shows that instead of going dark, malicious bots went on the move
Cloudflare uses Radar and Bot Management data to show that after reported strikes on Yandex data centers, the traffic drop from Yandex Search was mostly verified crawlers, while malicious automation on Yandex.Cloud largely migrated to other hosting providers, a reminder that ASN traffic volume is a poor proxy for bot behavior.
7 min · 1,622 words
What is the price of Bitcoin right now? what 81 AI models think
We asked 81 AI models (GPT, Claude, Gemini, DeepSeek…) the same question. 54% picked Around $76K. See every answer and who dissented.
9 min · 2,114 words
Can we replace a $150k Looker with a bucket of HTML files?
A three-person data platform team describes how an afternoon side project for hosting AI-generated HTML reports grew to rival their $150k-a-year Looker deployment in weekly users, and when building beats buying enterprise BI.
12 min · 2,796 words
Felix Palmer announces A5 v1.0, the pentagonal Discrete Global Grid System that encodes any point, line or polygon on Earth as 64-bit cell IDs. The release freezes a permanent cell ID definition and adds compacted coverings with set operations, spatial hierarchy functions, equal-area cells and faster indexing across languages.
6 min · 1,313 words
Oxford or Cambridge? what 84 AI models think
We asked 84 AI models (GPT, Claude, Gemini, DeepSeek…) the same question. 68% picked Oxford. See every answer, who searched the web, and who dissented.
13 min · 3,008 words
Rewinding the exponential: How we keep hardware usage down
Cloudflare’s Data team explains how it reined in an exponentially growing analytics pipeline—rewinding retention, compression, and query patterns—so hardware and cost stay sustainable while more than 20% of the web sits behind its network.
10 min · 2,215 words