Pre-Distribution Stakeholder Seat
Give affected people bargaining power before gains concentrate at the top
- Difficulty
- Expert
- Time to result
- ~months to results
- Steps
- 5
- Confidence
- 93%
Vance contrasts redistribution—taxing concentrated wealth after it has accumulated—with pre-distribution, which gives ordinary people a seat at the bargaining table before the gains and costs are fixed. His main mechanism is collective representation: an individual worker cannot negotiate effectively with a large AI company, but workers acting together may influence wages and conditions. He extends the idea beyond pay, arguing that institutions once had channels through which community representatives could influence cultural production. Vance says he has not worked out a complete model for the AI era and presents labor unions as one important example, not a finished solution. The reusable framework asks who bears disruption, who controls deployment, how affected people can bargain collectively, which economic and cultural outcomes are negotiable, and whether the resulting arrangement shares both influence and value.
Origin
Extracted from The Diary of a CEO
Core principles
- 01Affected people need influence before value is distributed
- 02Individual workers may lack bargaining power against large institutions
- 03Productivity gains do not automatically become broadly shared gains
- 04Representation should cover economic and cultural effects
How to run it
- 1
Map costs and gains
Identify the groups whose work, income, privacy, or culture may change and the organizations likely to capture productivity or financial gains. Include people who are affected but not directly employed by the deployer.
Pro tip Map power and information access, not only projected money flows.
Watch out Forecasts about AI effects are uncertain and should be labeled as scenarios.
- 2
Build representation early
Create a legitimate mechanism through which affected people can act collectively before deployment terms are fixed. Define how representatives are selected and held accountable.
Pro tip Use existing worker or community institutions when they are trusted and representative.
Watch out A consultation with no decision rights may provide appearance without influence.
- 3
Define negotiable outcomes
Specify which wages, workload, ownership, training, privacy, cultural, or transition conditions representatives can influence. Make decision boundaries and escalation routes explicit.
Pro tip Tie each negotiated issue to an observable measure.
Watch out Economic participation does not substitute for safety, rights, or legal compliance.
- 4
Share decision evidence
Give representatives timely access to the assumptions, expected gains, risk assessments, and performance data needed to bargain meaningfully. Protect legitimate confidentiality without making it a blanket barrier.
Pro tip Agree an independent way to verify disputed impact data.
Watch out Information asymmetry can make formal representation ineffective.
- 5
Review shared outcomes
Measure who gained income, influence, time, capability, and security after deployment. Reopen the agreement when observed effects differ from the forecast.
Pro tip Track distribution, not only total productivity.
Watch out A one-time payment may not compensate for lasting losses of bargaining power.
In the wild
Vance says individual workers cannot realistically negotiate with a major AI executive, whereas workers acting together can bargain over wages and the transformation of their work. He prefers creating that influence before companies accumulate vast wealth to relying entirely on later taxation and transfers.
→ He offers collective bargaining as an important model while explicitly saying he has not fully solved how pre-distribution should work in the AI era.
In this illustrative example, a company gives elected support-team representatives access to the automation forecast before procurement. They negotiate retraining, workload limits, error-review rights, and a gain-sharing formula tied to verified productivity rather than waiting to contest layoffs after deployment.
→ Workers influence the terms before the technology fixes the distribution of power and benefits.
Common mistakes
Consulting after commitment
A stakeholder seat has little value when the core deployment and distribution decisions are already irreversible.
Treating one group as everyone
Workers, contractors, consumers, and communities may experience different effects and need different representation.
Ignoring non-economic power
Wages matter, but technology may also change privacy, autonomy, culture, and the ability to contest decisions.
Is it for you?
Best for
It is best for major technology deployments where gains may concentrate and affected individuals have little negotiating leverage alone.
Not ideal for
It is not ideal as a complete policy for AI safety, competition, taxation, privacy, surveillance, or support for people outside organized groups.
From the transcript
“The idea of pre-distribution is that you give workers, you give people, normal people, a seat at the bargaining table.”
“workers working together, this is where the idea of collective bargaining came from”
“You've got to give the workers a seat at the table.”
From the episode
Vice President JD Vance: No One Saw This Coming, The Ceasefire Is Real!