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Public programs

Turning bottlenecks into breakthroughs

Fields don't stall in general. They stall on a specific constraint. These are the programs we run to loosen those — and the evidence we look at next.

How we choose the work

A repeatable method

Observe. Diagnose. Intervene. Repeat.

  1. Observe

    Read the field

    Track where a field is moving, stalling or changing.

  2. Diagnose

    Find the constraint

    Turn those signals into a view of what is actually blocking progress.

  3. Intervene

    Pull the right lever

    Choose the lever that loosens that constraint.

    • Orient
    • Coordinate
    • Resource
    • Build
    • Prove
    • Enable

Portfolio map

How current interventions sit across fields.

Columns are focus areas. Rows are intervention types. Hover or focus a mark to open the program.

Type
Economies & Governance
Neurotech
Orient
Coordinate
Resource
Build
Prove
Enable

Coming next in the map Digital Human Rights · AI & Robotics

Featured

Three programs, in more detail.

Economies & Governance

Build

Sovereign AI acceleration program

Help national institutions turn open models into useful, locally maintained AI capability.

24 months

Economies & Governance

Enable

Broad Listening & Simocracy deployment program

Make participatory decision tools easier to adopt, evaluate, and maintain.

18 months

Neurotech

Orient

Connectomics Benchmark + Prize Program

Make connectome reconstruction a measurable, competitive AI problem.

18 months

Explore all interventions

Draft-source examples. Not approved commitments.

9 interventions

Economies & Governance

Build

Sovereign AI acceleration program

Help national institutions turn open models into useful, locally maintained AI capability.

24 monthsProposed

Economies & Governance

Orient

Public AI evaluation commons

Give public institutions credible evidence for AI adoption decisions.

18 monthsProposed

Economies & Governance

Enable

Broad Listening & Simocracy deployment program

Make participatory decision tools easier to adopt, evaluate, and maintain.

18 monthsProposed

Economies & Governance

Coordinate

AI4COP international collaboration program

Develop shared research and evaluated AI tools for environmental institutions.

18 monthsProposed

Economies & Governance

Orient

Evidence, evaluation & outcomes research program

Make credible evaluation more useful and affordable.

18 monthsProposed

Neurotech

Orient

Connectomics Benchmark + Prize Program

Make connectome reconstruction a measurable, competitive AI problem.

18 monthsProposed

Neurotech

Build

Macaque Ground-Truth Projectome

Create a primate reference dataset that tests long-range tracing.

18–24 monthsProposed

Neurotech

Orient

NeuroAI Benchmark Commons

Give AI researchers well-defined neuroscience problems they can work on.

6–12 monthsProposed

Neurotech

Build

Virtual-Neuro FRO / Consortium

Build shared simulation infrastructure after a discovery target is proven.

Launch decision in 6–12 months; 3–5 year programProposed

Public types here follow the FA2 draft vocabulary. See the methodology for how they relate to the Console toolkit.

From intervention to evidence

Running a program is only the beginning.

We track whether an intervention changes the underlying field — and update the hypothesis accordingly.

Explore how we measure field velocity
Interventions | PL R&D