Field Notes · Page 3
If you run AI in a Singapore financial institution, you validate LLMs and agents by producing evidence that maps to the MAS FEAT principles…
OSFI E-23 model risk management applies to the LLMs and agents you deploy, not just to credit scorecards and capital models. If your institu…
Australia AI governance model risk comes down to one question a regulator or auditor can ask: can you show, with evidence, that your LLM or…
UAE AI governance model validation means you can show, with evidence, that an LLM or agent was tested for the job it does, by a party indepe…
Most AI products we audit are paying somewhere between 5× and 10× what they need to be paying. The reasons are remarkably consistent across…
The most common AI quality-assurance setup we see in production is one engineer running a few prompts through the new model version, eyeball…