When Is a Career Resilient to AI?

Perplexing Secrecy of AI Designs

Can Opacity Be Solved in an AI Derived from an LLM?

Opaque, Complex, Biased, and Unpredictable AI

Why Specialized AI Should Be Certified by Expert Communities

Limits of Explainability in AI Built Using Statistical Learning

Valuation of an AI Training Dataset

AI Growth through Expert Communities

What Does a Training Data Market Mean for Authors?

Preconditions for a Market for High Quality AI Training Data

AI Compliance at Scale via Embedded Data Governance

Can an Artificial Intelligence Trained on Large-Scale Crawled Web Data Comply with the Algorithmic Accountability Act?

Algorithmic Accountability Act for AI Product Managers: Sections 6 through 11

Can an Artificial Intelligence System Decide Autonomously?

Algorithmic Accountability Act for AI Product Managers: Section 5

Algorithmic Accountability Act for AI Product Managers: Section 4

Algorithmic Accountability Act for AI Product Managers: Section 3

Algorithmic Accountability Act for AI Product Managers: Sections 1 and 2

Critical Decision Concept in the Algorithmic Accountability Act

Algorithmic Accountability Act of 2022 and AI Design

Does the EU AI Act apply to most software?

Data Authenticity, Accuracy, Objectivity, and Diversity Requirements in Generative AI

Private Data Use Consent as a Generative AI Compliance Requirement

Business Risks of IP Compliance Requirements for Generative AI

What is AI Governance for?

Decreasing the Odds of Misunderstanding

Conditions for Incomplete Requirements Models

A Trigger for Requirements Change

Conditions for Relevant Changes to Requirements Models

Are Refinement and Decomposition Equivalent?

Requirements Lifecycle & the DevOps Loop

Requirements Satisfaction ≠ Customer Satisfaction

Choice in Absence of Utility and Probability Estimates

Advice and Requirements in a Decision Problem

Requirements Evolution, Change, and Update

Requirements Satisfaction as Expected Utility Maximization

When Is a Requirement Accurate?

Approaches to Requirements Satisfaction

Requirements as Decision Criteria

Unavoidable Frictions to Transparency

Specialization versus Transparency

Specialization Costs in Functional Organization

The Paraconsistency Tax

Nurtured Choice

Alternative Incentives for Positive Network Effects

Limits of Decentralized Autonomous Organizations (DAO)

The Firm as a Network of Teams

Economics of the Acceptability of an Argument

Business Forecasts as Verifiable Explanations of Expected Value

Hybrid Definition Networks and Their Role in Innovation