Thoughts on Artificial World Intelligence™, rights-cleared data, and building the infrastructure for what comes next.
Data quality is not a data-team problem. It is a capital allocation problem. The executive case for why scraped data is the most costly line item in modern AI.
The scraping problem. The provenance crisis. Licensed data is not just a legal precaution. It is better data. And the market is already shifting.
AI learned language. Now it needs to learn worlds. What AWI means, why it matters, and why the data requirements behind it are fundamentally different from anything the AI industry has built for so far.
Better data, not just bigger models, will define the next era of AI. The story behind Origin Lab and the thesis driving what we build.
New posts on world data, AI training infrastructure, and the licensed data economy. No spam, just signal.