MA / RESEARCH 01
Beyond benchmarks: evaluating AI in the real world
Why static benchmarks miss the failures that matter in enterprise deployments.
8 min read
+ FROM THE LAB
Research & perspectives
Notes on building, evaluating, and understanding safer AI systems.
MA / RESEARCH 02
The anatomy of a prompt injection
A closer look at attack surfaces, failure patterns, and practical defenses.
6 min read
MA / RESEARCH 03
Measuring what your model doesn’t know
A practical framework for hallucination detection and calibrated uncertainty.
10 min read
EDITORIAL DRAFTS · Proposed research topics, not published study findings.