The evidence behind the guides

Sources

Find a study, check what it supports, and follow it back to a concern.

TopicCollection

Sources for Value lock-in

2 sources

Guide citations are still under editorial review.

Iason Gabriel · Google DeepMind, 2020 Research explanation

Artificial Intelligence, Values and Alignment (original source, new tab)

Distinguishes technical alignment from the question of whose values should guide AI in a plural society.

Kulveit and colleagues · 2025 Scenario analysis

Gradual Disempowerment: Systemic Existential Risks from Incremental AI Development (original source, new tab)

Develops a possible pathway to reduced human influence across institutions; not an observed irreversible outcome or probability estimate.

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