The foundation of every value. Debate as hard as it takes — never the person. Respect does not scale with title, tenure, or employment type.

We don't: Pressure tactics, judging character, talking behind backs, or using tone to shut someone down

Never accept a black box as “just how it is.” Decompose RAG, rerankers, and every system until the behavior is readable.

We don't: Excusing ignorance with “AI is a black box”

Bring numbers to meetings, not feelings. Every hypothesis ships with a validation plan.

We don't: Pitching clients on gut feel

We measure citation rate and conversions — not how thick the report is.

We don't: Treating delivery as the finish line

An 80-point week beats a perfect next month. Value only exists while the market is moving.

We don't: Spending the client’s time chasing internal polish

We never cross pharmaceutical, advertising, or gray-area lines — even when revenue is on the table.

We don't: Tactics that work short-term but can’t be explained