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Lock-In Risk

The likelihood that negative elements of the world become stable for a long time.

What is Lock-In?

Lock-in is where some feature of the world – technological, political, or institutional – is held stable for a long time. Possibly for centuries. Possibly forever.

A Physical Phenomenon

Emerges from the dynamics of irreversibility in complex systems.

Self-Perpetuating

Once embedded, elements self-reinforce and resist change.

Multi-Scalar

Can operate at multiple levels from organisation-level tech stacks to global ideologies.

Long-Term

Can operate across long time horizons, from years, to decades, and millennia.

What are Lock-In Risks?

Potentially Catastrophic

Could affect a significant number of individuals.

Neglected

Few organisations or individuals track or model lock-in risk.

A Moral Problem

Could perpetuate or create suffering and prevent progress.

A Global Problem

Could affect institutions, states, nations, or the world.

Definition

Defined as a subjective probability in [0, 1] that a negative lock-in occurs. Fundamentally unknowable in absolute terms and must be approximated through modelling and reduced via interventions based on conjecture and empirical investigation.

Categorising Lock-In

Diagram showing how we taxonomise lock-in into different categories.

What is Lock-In?

QWERTY Keyboard

Classic example of an efficiency lock-in. QWERTY is the industry standard keyboard layout not because it is optimal for typing, but because the typewriter with that layout became most popular. The QWERTY keyboard layout is not locked in because the cost of switching to a layout like Colemak is high.

Stable Totalitarianism

Potentially high-impact negative lock-in that could last a long time due to the competent digital error correction of digital entities such as AI systems. An AI-enabled leader may successfully reign over a state for centuries or millennia.

AI-Driven Power Concentration

Individuals at the forefront of the AI revolution may end up with high leverage over the technological and political trajectory of humanity due to their control over AI systems, potentially creating persistent monopolies over resources and labour

Ideological Stasis

Dogmatic or anti-rational belief systems could prevail over the cultural zeitgeist and lock-in norms and practices that are self-reinforcing.

Lobster Pot Analogy

Easy to get in, hard to get out.

Picture of a lobster crawling into a lobster pot and being unable to get out

Locked-Room Analogy

Humans or digital agents could create lock-in scenarios

3 panel image of a person being locked in a room by a human and a robot, with descriptions of the effects of this

Timeline Explainer

An abstract timeline demonstrating how a lock-in could manifest

3 panel image of a person being locked in a room by a human and a robot, with descriptions of the effects of this