N Milton

The AI Automation Claims Scorecard: a motive-neutral referee for self-reported vendor figures and stated safety red-lines

An open, reproducible, motive-neutral referee for the claims that frontier AI labs and large adopters make about how much of their code an AI now writes, and for the recursion red-lines those labs state in their own safety frameworks. Version 0.1.1 (title refined to The AI Automa...

Who Does Your Shopping Agent Work For? Where the hype stands against what is delivered, why the neutral agent is a false assumption, and who controls the resulting chokepoint

As shopping begins to be delegated to AI agents, this analysis asks who those agents actually work for. It applies an announced-versus-delivered test to agentic commerce and argues the case on two fronts. First, the promotion runs ahead of delivery. Trillion-dollar projections si...

The CEO Pay-vs-Delivery Scorecard, v2.2 S&P 500 edition: a reproducible descriptive audit of granted pay, Compensation Actually Paid and shareholder return

Parts of this text were artificially generated with AI assistance and reviewed by the author; the model and conflict are named in the deposited Conflict of interest and scope section. Version 2.2 revises the S&P 500 edition of the CEO Pay-vs-Delivery Scorecard. The dated universe...

Who Does Your Shopping Agent Work For? Where the hype stands against what is delivered, why the neutral agent is a false assumption, and who controls the resulting chokepoint

As shopping begins to be delegated to AI agents, this analysis asks who those agents actually work for. It applies an announced-versus-delivered test to agentic commerce and argues the case on two fronts. First, the promotion runs ahead of delivery. Trillion-dollar projections si...

The CEO Pay-vs-Delivery Scorecard, v2.2 S&P 500 edition: a reproducible descriptive audit of granted pay, Compensation Actually Paid and shareholder return

Parts of this text were artificially generated with AI assistance and reviewed by the author; the model and conflict are named in the deposited Conflict of interest and scope section. Version 2.2 revises the S&P 500 edition of the CEO Pay-vs-Delivery Scorecard. The dated universe...

Public evidence under Article 50: a baseline snapshot of twelve consumer AI products against the EU AI Act transparency clauses

AI disclosure: parts of this text were artificially generated with AI assistance and reviewed by the author. The model and the conflict it creates are named in the note at the end of the snapshot and in the README. Article 50 of the EU AI Act began to apply on 2 August 2026. This...

AI Data-Centre Water Tracker: an open, reproducible referee for data-centre water burden

AI disclosure: parts of this text were artificially generated with AI assistance and reviewed by the author. The models, and the conflicts they create, are named in the Conflict of interest section. An open, reproducible referee for the water burden of AI data centres. Ren et al....

AI Data-Centre Water Tracker: an open, reproducible referee for data-centre water burden

AI disclosure: parts of this text were artificially generated with AI assistance and reviewed by the author. The models, and the conflicts they create, are named in the Conflict of interest section. An open, reproducible referee for the water burden of AI data centres. Ren et al....