We separate capability from narrative. While the models are impressive, the systems wrapping them are often fragile, non-deterministic, and economically unproven.
Myth Busted
"AI Will Replace Junior Developers"
Reality: AI is replacing the learning process for junior developers, creating a "seniority gap" that will cripple organizations in 5 years.
Economics
The Inference Cost Horizon
Why the unit economics of generative AI don't scale like traditional SaaS, and what that means for the current subscription pricing models.
Reliability
Non-Deterministic Software Engineering
Building reliable systems on top of probabilistic components is a solved problem (ask a physicist), but software engineers are trying to solve it with "prompt engineering."