# Gaurav Albal
> Don’t be on call for your AI
Public Ghost content for AI and LLM tooling. Use `/llms-full.txt` for consolidated page and post context.
Append `.md` to any post or page URL to get the content in Markdown (for example, `/example-post.md`).

## Pages
- [About this site](https://www.gauravalbal.com/about.md) - I've spent my career across finance and tech — credit risk at Goldman Sachs and Capital One, fraud detection at a startup in Latin America, content strategy and data science at a major tech company, loss forecasting at SoFi. The common thread: the metric stops measuring what you think it's measurin…

## Posts
- [Your best customer can look like fraud](https://www.gauravalbal.com/your-best-customer-can-look-like-fraud.md) - The error count doesn't tell you what the mistake costs. And the customer you turn away doesn't tell you what they would have been worth.
- [AI credit fraud looks suspiciously familiar](https://www.gauravalbal.com/ai-credit-fraud-looks-suspiciously-familiar.md) - The payment can look good long enough for the compute to be gone. I think we have seen this problem before.
- [Compared to What?](https://www.gauravalbal.com/compared-to-what.md) - Every impressive number is quietly missing its bottom half. A three-question test for “97% token reduction” claims.
- [Teaching an algorithm Sanzo Wada's eye](https://www.gauravalbal.com/teaching-an-algorithm-sanzo-wadas-eye.md) - The colours were easy. Teaching the metric how Wada combines them took five tries
- [Answers Aren't Work](https://www.gauravalbal.com/answers-arent-work.md) - Models produce answers. Work is deciding which answers are allowed to touch production.
- [Prompting Is Not a Safety Boundary](https://www.gauravalbal.com/prompting-is-not-a-safety-boundary.md) - A prompt is not a control. If the only thing between the agent and the blast radius is language, you don’t have a boundary.
- ["Green" Isn't Done](https://www.gauravalbal.com/green-isnt-done.md) - A passing suite can still be evidence of nothing. Green means the tests ran, not that the risk is covered.

## Optional
- [RSS Feed](https://www.gauravalbal.com/rss/)
- [Sitemap](https://www.gauravalbal.com/sitemap.xml)
- [Full content of pages and posts](https://www.gauravalbal.com/llms-full.txt)