Was Anthropic's OAuth Clampdown Inevitable?

Using synthetic data and a causal framework, I modeled why flat-rate Claude subscriptions may have broke down for heavy third-party OAuth users and …

The Double Burden: How AI Infrastructure Repeats an Old Pattern

Global AI usage is becoming more concentrated, not less. The top twenty countries account for 48% of all per-capita AI usage, and the physical cost of …

What Bloom Catches, ARC Reads

Bloom flags that a model shows self-preferential bias. ARC tells you whether the bias set in at turn one or drifted in six rounds later. Those are …

Stress-Testing the Arc

A classification framework is itself an instrument, and instruments fail in specific ways. Before putting ARC into production, the right move is to …

The Shape of a Good Answer

Most agent evaluations only check whether the final answer was right. That is like judging effort in a mountain race by finish time alone. ARC is a …

Does a Smarter AI Actually Keep People Coming Back?

Every AI company claims better models mean more engagement. I built a framework to actually test that claim, and the answer isn't what most people …

From 'ME WANT COOKIE!' to Michelin-Star Insights: Mastering the AI Recipe in Business Intelligence

Beyond the Algorithm: Why Managing Up is Your Most Important Data Science Skill