Institutional capacity ↑ · institutional

AI worker collective action

Frontier lab workforce is small, specialised, hard to replace; collective refusal binds lab behaviour more than external regulation because replacement is unavailable on the relevant timeframe.

Mechanism

Workers inside frontier labs organise strikes, slowdowns, mass resignation, targeted refusal, whistleblowing coordination. Acts through labour, not demand or disclosure.

If it succeeds: what binds next

Frontier lab workers coordinate to constrain lab behaviour. The binding problem becomes union durability across funding cycles and the replacement of activist cohorts by more willing hires.

A strategy that produces a worse next problem than the one it solved has not done durable work.

Load-bearing commitments

Worldview positions this strategy quietly assumes. If the claim fails empirically or philosophically, the strategy loses its target or its premise.

Coordination

Frontier lab workers can achieve critical mass for coordinated refusal faster than labs can hire replacements.

Fails if: Individual exit options and absent union infrastructure keep the critical mass below threshold.

Coordinates

Primary leverInstitutional capacity (Build)

Acts oninstitutional

Coercionfriction

Actor in controlhumans

Time horizonpre transition

Legitimacy sourceextra institutional

Conflicts, grouped by mechanism

No strict conflicts catalogued. This strategy pulls a lever that nothing else pulls in the opposite direction.

Complements, grouped by mechanism

Adjacent bet

different levers, loosely coupled

Different levers, different directions of action. They reinforce only via the general principle that covering more bets dominates covering fewer.

Whistleblower primacy

Same phase, different layer

same stage, distinct levers

Both are active in the same phase of the transition but act on different layers (model vs institution vs culture). They cover different failure modes inside the same window.

Research community norms

Same-lever reinforce

same lever, same pull, different mechanism

Both strategies pull the same lever in the same direction by different means. They stack: doing both amplifies the pull, at the cost of double-counting in portfolio audits.

Academic firewalling

Same-lever twins

Both use the same lever in the same direction. Usually redundant inside a portfolio: each dollar or effort unit only buys one lever pull, even if two strategies are named.

Arms control treatytwinCriminal liabilitytwinGovernance firsttwinInsurance mandatetwinInternational AI agencytwinLiability driven safetytwinRegulated utilitytwinScientific accumulationtwin

Axis position

What the strategy acts onInstitutional

Coercion levelFriction

Actor in controlHumans as principals

Time horizonPre-transition

Legitimacy sourceExtra-institutional

Source note: AI worker collective action strategy.md