What is Autonomy Economics?

Autonomy Economics is a reference discipline that studies how value capture, commercial logic, and defensibility change when autonomous capability reduces the dependence of an activity on continuous human direction. It analyses three axes of exposure, human-bounded progression, human-bounded interaction, and capability scarcity dependence, and sets out how firms should redesign pricing and business models when the conditions that made a commercial unit scarce begin to weaken.

How does Autonomy Economics differ from autonomous consumption or autonomous expenditure?

They are unrelated concepts that share a word. Autonomous consumption and autonomous expenditure are long-established terms in macroeconomics describing spending that does not vary with income. Autonomy Economics is a discipline concerned with autonomous capability, machine systems that carry work forward without continuous human direction, and with what that does to pricing, margin, and commercial defensibility. The two fields share no analytical framework.

Who founded Autonomy Economics?

Autonomy Economics was founded by Elemi Atigolo, Managing Partner at Consult Venture Partners. The central concept, the Agentic Profit Paradox, was introduced in FT The Banker in February 2026, and the discipline was formalised in the foundation paper The Agentic Profit Paradox and the Reorganisation of Value Capture, published in April 2026.

What is the Agentic Profit Paradox?

The Agentic Profit Paradox describes a structural tension in which a firm becomes more capable while the commercial basis of its business becomes less secure. It arises when autonomous capability weakens the conditions that made a commercial unit scarce and defensible, while value capture remains anchored to those earlier conditions.

What are the Three Laws of Autonomy Economics?

The Three Laws describe how value migrates as autonomous capability expands. First, value moves from production to orchestration. Second, value moves from access to outcomes. Third, value concentrates where scarce judgement governs autonomous throughput.

Which sectors are most exposed to the Agentic Profit Paradox?

Exposure is highest where revenue is tied to human-bounded progression or to controlled access rather than to outcomes. The discipline maps sectoral exposure across consulting, SaaS, legal services, wealth management, audit, compliance, consumer applications, and marketplaces.

DeepSeek open-sources modular agent harness

DeepSeek / GitHub · 13 August 2026

What happened

DeepSeek released an open-source agent harness in developer preview under the MIT licence, built around an everything-is-a-plugin architecture.

This is the observable fact the cited source supports, stated without interpretation.

What Autonomy Economics predicted

As autonomous capability diffuses through open systems, scarcity should move away from raw access to the capability and toward how it is integrated, governed and applied.

Capability Scarcity DependenceValue moves from production to orchestration

Why this evidence matters

Evidence that capability diffusion is moving beyond model weights into reusable agent orchestration and harness infrastructure, weakening scarcity in previously specialised implementation layers.

Open agent infrastructure broadens access to execution capability, not just model inference.

This is the framework's reading of the fact above. The source does not endorse it and is not cited as doing so.

Strongest alternative interpretation

Developer-preview software may have little near-term enterprise economic impact.

Recorded for every observation assessed at strength 4 or 5. A record that cannot state the strongest competing reading of its own evidence is not published.

What would change this assessment

What would strengthen this evidence

Meaningful enterprise adoption, ecosystem growth, substitution of proprietary orchestration layers and lower deployment costs.

What would weaken or falsify this interpretation

If open harnesses remain technically interesting but economically marginal.

Source

DeepSeek / GitHub

GitHub - deepseek-ai/deepseek-harness: DeepSeek Harness: Everything is a Plugin. · GitHub

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PrimaryPublished 13 August 2026Last verified 4 September 2026

Where several outlets report the same development, they are recorded as additional sources on this one observation rather than as separate evidence.