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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

Diagnose, intervene, then watch whether the field moved.

The same loop sits under every program on this page. Types are tools, not departments.

  1. 01

    Field

    A frontier domain, not a general stall

  2. 02

    Bottleneck

    The specific constraint in the way

  3. 03

    Intervention

    The work chosen to loosen it

  4. 04

    Signal

    Evidence the field actually moved

  5. 05

    Field moves

    Hypothesis updated, continued, or stopped

Diagnose

Name the constraint

Read field velocity. Fields stall on a specific bottleneck, not in general.

Intervene

Match the work

Orient, coordinate, resource, build, prove, or enable — whichever loosens that constraint.

Observe / Learn

Watch the field

Track whether the intervention changed the underlying field, then update the hypothesis.

  • 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

Explore all interventions

Draft-source examples. Not approved commitments.

15 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

AI4PG research convenings & funder collaboration

Turn public-goods research conversations into sustained collaborations.

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

Economies & Governance

Coordinate

Sovereign compute & infrastructure alliance

Turn country requirements into usable compute access and technical capability.

18 monthsProposed

Economies & Governance

Coordinate

Economies & Governance Fellowship

Help a senior cross-institutional cohort advance shared missions.

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

Prove

“AlphaFold for Systems Neuroscience” Challenge

Test whether neural simulation can predict a new biological result.

9–18 monthsProposed

Neurotech

Coordinate

Mouse Connectome Acceleration Program

Make a large-scale connectome program technically and financially credible.

6–12 month preparationProposed

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

Neurotech

Enable

NeuroAI Fellows Program

Supply persistent operational ownership and an AI-native talent pipeline.

Immediate start proposedProposed

Coming next Digital Human Rights · AI & Robotics

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