The likelihood that negative elements of the world become stable for a long time.
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.
Emerges from the dynamics of irreversibility in complex systems.
Once embedded, elements self-reinforce and resist change.
Can operate at multiple levels from organisation-level tech stacks to global ideologies.
Can operate across long time horizons, from years, to decades, and millennia.
Could affect a significant number of individuals.
Few organisations or individuals track or model lock-in risk.
Could perpetuate or create suffering and prevent progress.
Could affect institutions, states, nations, or the world.
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.
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.
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.
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
Dogmatic or anti-rational belief systems could prevail over the cultural zeitgeist and lock-in norms and practices that are self-reinforcing.
Easy to get in, hard to get out.
Humans or digital agents could create lock-in scenarios
An abstract timeline demonstrating how a lock-in could manifest