Ronald Coase — On AI
This page lists every Orange Pill Wiki entry hyperlinked from Ronald Coase — On AI. 22 entries total. Each is a deeper-dive on a person, concept, work, event, or technology that the book treats as a stepping stone for thinking through the AI revolution. Click any card to open the entry; in each entry, words colored in orange link to other Orange Pill Wiki entries, while orange-underlined words with the Wikipedia mark link to Wikipedia.
Asset Specificity
The degree to which an asset loses value when redeployed outside a particular relationship—the variable determining whether transactions are governed by markets or hierarchies.
Coasean Singularity
The hypothetical endpoint where AI agents reduce transaction costs so dramatically that the economic rationale for hierarchical firms approaches zero — a condition Coase himself called "unimaginable."
Direction Coordination
The exercise of judgment about what should be produced — distinct from production coordination (managing how work gets done) — and the function AI cannot absorb.
Guild (Organizational Form)
A community of independent practitioners organized around shared craft standards, quality assurance, and tacit knowledge transmission — without employing members or directing their production.
Institutional Lag (Coasian Framework)
The dangerous gap between the speed at which AI moves the firm's boundary and the speed at which organizations, regulations, and property-rights frameworks can adapt.
Make-or-Buy Decision in the AI Age
The organizational choice between internal production and market procurement — fundamentally restructured by AI's collapse of firm-specific knowledge advantages and translation costs.
Platform Economics
The analytical framework governing multi-sided markets where value is created by participants and captured by intermediaries — now the defining economic structure of the AI-enabled creation ecosystem.
Professional Norms
The implicit standards embedded in professional training, mentorship, and culture rather than codified in formal regulation — the expectations of understanding, depth, and independent judgment that define competent practice in fields li…
Property Rights in the Age of AI
The bedrock institution of economic life — the definition and enforcement of who owns what — radically destabilized by AI's disruption of authorship, training data, and the scarcity of expertise itself.
Tacit Knowledge
The vast, inarticulate substrate of understanding that operates beneath conscious awareness and cannot be captured in any specification, no matter how detailed—Polanyi's foundational insight that "we can know more than we can tell."
The Coasian Boundary
The frontier between what a firm organizes internally and what it purchases on the market — determined by comparing coordination costs against transaction costs.
The Expertise Paradox (Klein)
The structural problem that AI systems most requiring human oversight are simultaneously eliminating the experiences through which the oversight capacity is built.
The Firm as Coordination Mechanism
The organization understood not as a production unit but as a structure that reduces the costs of coordinating economic activity when markets prove more expensive.
The Individual as Firm
The solo builder armed with AI whose production capacity equals that of a traditional small firm — representing the Coasian limiting case of zero coordination costs.
The Judgment Bottleneck
The structural inversion the AI transition produces — when building becomes easy, scarcity migrates from execution to the capacity to decide what deserves to be built.
The Orange Pill Moment
The threshold crossing after which the AI-augmented worker cannot return to the previous regime — The Orange Pill's central metaphor for the qualitative, irreversible shift in what a single person can build.
Transaction Costs
The friction of exchange — search, bargaining, enforcement — that Ronald Coase identified in 1937 as the fundamental reason firms exist rather than all coordination happening through markets.
Trust (Fukuyama)
The expectation that arises within a community of regular, honest, and cooperative behavior, based on commonly shared norms — and the variable Fukuyama identified as the primary determinant of economic and institutional performance across …
Edo Segal
Serial entrepreneur and technologist whose The Orange Pill (2026) provides the phenomenological account — the confession over the Atlantic — that Pang's framework diagnoses and treats.
Oliver Williamson
American economist (1932–2020) who built transaction cost economics into the dominant framework for understanding firms, contracts, and governance—Nobel laureate (2009) whose work explains AI's reorganization of institutional boundaries.
The Death Cross
The 2025–2026 trillion-dollar repricing of the software industry — when AI market capitalization overtook SaaS capitalization — read through Nye's framework as a geopolitical repricing of what constitutes strategic advantage, not merely a …
The Trivandrum Training
The February 2026 week-long training session in which Edo Segal flew to Trivandrum, India, to work alongside twenty of his engineers as they adopted Claude Code — producing the twenty-fold productivity multiplier documented in The Orange Pill…