Abundance

Abundance is the economic condition that emerges when exponential technologies drive the cost of producing a good, service, or capability toward zero. In an abundance regime, the binding constraint shifts from supply ("can we make enough?") to demand ("what do people want to do with effectively unlimited supply?") and curation ("how do we find what's good?"). The economics of scarcity — which have governed human civilization since its beginning — give way to a fundamentally different logic.

How Abundance Happens

Abundance follows directly from the later stages of exponential development. As deflationary technology pushes costs down Wright's Law curves, and as products dematerialize into software, the marginal cost of production approaches zero. The internet created abundance in information distribution — the cost of copying and transmitting a document went from meaningful (printing, postage) to essentially free. Streaming created abundance in music access. Cloud computing created abundance in server capacity (available on demand at commodity prices rather than requiring owned hardware).

Each wave of abundance follows the same pattern: a resource that was scarce and expensive becomes plentiful and cheap, which destroys the business models built on controlling that scarcity while simultaneously creating new markets that couldn't have existed before. The recording industry was built on controlling the distribution of music (vinyl, CDs, downloads). Streaming destroyed that control — and created a music economy that generates more total revenue through abundance than scarcity ever did, but distributes it very differently.

AI and the Abundance of Intelligence

The most consequential abundance shift happening now is in intelligence itself. AI inference costs have dropped roughly 92% since early 2023, following Huang's Law performance curves and Wright's Law cost curves simultaneously. The capability to analyze, generate, reason, and create — which was previously scarce (limited to educated humans with specific training) — is becoming abundant.

This has cascading effects across every domain. Software creation is entering abundance: AI coding tools mean the ability to build applications is no longer bottlenecked by the supply of trained engineers. The creator economy is the expression of this abundance — when building software becomes as accessible as writing a document, the volume of software created explodes (Jevons' Paradox). Content creation is in abundance: AI can generate text, images, music, and video at marginal costs approaching zero, which is already reshaping media economics. Analysis and research are entering abundance: tasks that required teams of analysts can be performed by AI agents in minutes.

3D content is approaching the same threshold. Real-time rendering that required a professional workstation a decade ago runs on consumer GPUs today. AI-assisted 3D asset generation is collapsing the cost of populating virtual worlds. As the metaverse matures, the abundance of 3D environments, objects, and experiences will mirror what happened to 2D content on the web — an explosion of creation that transforms the medium from a curated, expensive production into a participatory, abundant one.

Where Value Moves in Abundance

Abundance doesn't eliminate value — it moves it. When a resource becomes abundant, value shifts to whatever remains scarce. In a world of abundant information, attention became the scarce resource (and attention-capturing platforms became the most valuable companies). In a world of abundant content, curation and taste become scarce. In a world of abundant intelligence, judgment, creativity, and trust become scarce.

This explains why the agentic economy doesn't collapse into free-for-all commoditization. Even as AI makes intelligence abundant, the ability to direct that intelligence toward valuable problems, to trust the outputs, and to orchestrate multiple capabilities into coherent workflows remains scarce. Infrastructure providers (NVIDIA, CoreWeave) capture value by making abundance possible. Platform providers capture value by organizing it. And human creators capture value by supplying the taste, vision, and judgment that abundant tools amplify but cannot replace.

The transition from scarcity to abundance economics is never smooth. Incumbents built on scarcity fight to preserve it (DRM, licensing restrictions, regulatory capture). New entrants built on abundance struggle to monetize when their core product trends toward free. The companies that thrive are those that ride the abundance wave while anchoring their business model to whatever remains scarce — the strategy that has defined every successful technology company from Google (abundant information, scarce attention) to Spotify (abundant music, scarce curation) to the emerging AI platforms (abundant intelligence, scarce orchestration and trust).