State-certified Mountain & Ski Guide · Military Mountain Guide
Systems have specifications. Real conditions have others.
The gap is rarely random — it is systematic, and in operational contexts it carries liability. Firn AI makes that gap visible, testable, documented.
Concept
Firn
Firn is the transition between snow and glacier ice. Compressed, multi-year layers of snow store information about time and change.
By analogy, firn describes the consolidation of many observations into a load-bearing basis for decisions. Here: the gap between system specification and operational reality, distilled and reviewable.
Focus areas
Four fields. One question: does the spec sheet survive reality?
AI, sensors, gear and risk: assessed against the conditions in which they are deployed.
Not a fad · since the 1950s
AI isn’t hype. It survived two winters.
The idea of thinking machines is centuries old, the research field over 70 years. Twice the euphoria collapsed when the promise outran reality — the two AI winters. The idea survived both. Those who field it operationally test effect against promise.
Separate promise from reality, and you know this line. Validation, not euphoria.
Stance
Models and gear assist.
Validation stays with the human.
Engagement
Validation on request.
Engagements are accepted after a brief sounding and joint scoping. Confidentiality and interfaces with military stakeholders are clarified up front. An informal first conversation is always welcome.
Operational experience in polar regions and high-altitude environments.