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Essays Christopher Sanchez 4/28/26 Essays Christopher Sanchez 4/28/26

Why Your P(doom) Number Needs a Horizon, a Threshold, and a Conditioning Event

What a p(doom) figure needs to specify before boards, insurers, and regulators can use it in a decision.

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Essays Christopher Sanchez 4/20/26 Essays Christopher Sanchez 4/20/26

Token Maxxing vs Outcome Maxxing Is the Wrong Question

How leadership teams can hold a defensible position when executives and investors disagree on measuring AI spend by tokens or by outcomes.

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Essays Christopher Sanchez 4/17/26 Essays Christopher Sanchez 4/17/26

The Pre-Capture Strategy: Why AI Determines Who Owns the Transformation Premium in Family Business Succession

How AI transformation shifts who captures value when a family business is sold, and what a family can do in the years before a sale.

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Essays Christopher Sanchez 4/14/26 Essays Christopher Sanchez 4/14/26

The Silent Downgrade: Why the Model You Licensed in Q1 May Not Be the Model You're Running in Q3

Frontier AI models change after they are licensed, and enterprise contracts and governance tend to assume they do not.

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Essays Christopher Sanchez 4/9/26 Essays Christopher Sanchez 4/9/26

Chokepoint Mapping as a Board-Level Discipline

What a board-level chokepoint inventory covers: the critical dependencies, an owner for each, and a contingency.

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