Institute for New Economic Thinking

Axiomatic Architectural Safety for Superintelligent AI

This paper is a technical companion to Benjamin Shapiro, The Decency Chip Manifesto — Protecting Humanity From Itself, first published on Zenodo on October 6, 2025. DOI: https://doi.org/10.5281/zenodo.17274356 This document was first published on the Thinking Software, Inc. websi...

Axiomatic Architectural Safety for Superintelligent AI

This paper is a technical companion to Benjamin Shapiro, The Decency Chip Manifesto — Protecting Humanity From Itself, first published on Zenodo on October 6, 2025. DOI: https://doi.org/10.5281/zenodo.17274356 This document was first published on the Thinking Software, Inc. websi...

A Top-Down Method for Estimating the Market Value of Creative Work to AI Systems: Evidence from the Reddit-Google Licence

Google reportedly pays Reddit \$60 million a year for data access covering both model pre-training and the grounding of live answers. This paper uses that disclosed price, together with a top-down valuation method emerging from the data-economics literature, to estimate the share...