Deterministic Validation Is the Missing Layer
Article Content The most critical vulnerability in modern AI systems is the implicit trust placed in model output. We treat the output of an LLM as “code” or “data” and…
Architectures and systems for governed AI pipelines and deterministic validation.
Article Content The most critical vulnerability in modern AI systems is the implicit trust placed in model output. We treat the output of an LLM as “code” or “data” and…
Article Content The current paradigm of AI deployment treats large language models (LLMs) as the “brain” of the system—the reasoning engine that decides, plans, and executes. This is fundamentally flawed.…