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The interventions catalog

Turning bottlenecks into breakthroughs

PL R&D helps frontier ideas move from open research to deployment — one field-level constraint at a time. Browse the public programs below, or read how we choose the work.

How we choose our interventions →
Find the bottleneckChoose the interventionLearn from the evidence
One method. Four focus areas.

Explore the portfolio

Draft-source examples. Not approved commitments.

15 published examples. Draft-source programs, labeled as proposed — not a verified active inventory.

BuildProposed
Economies & Governance

Sovereign AI acceleration program

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

24 months
OrientProposed
Economies & Governance

Public AI evaluation commons

Give public institutions credible evidence for AI adoption decisions.

18 months
EnableProposed
Economies & Governance

Broad Listening & Simocracy deployment program

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

18 months
CoordinateProposed
Economies & Governance

AI4PG research convenings & funder collaboration

Turn public-goods research conversations into sustained collaborations.

18 months
CoordinateProposed
Economies & Governance

AI4COP international collaboration program

Develop shared research and evaluated AI tools for environmental institutions.

18 months
OrientProposed
Economies & Governance

Evidence, evaluation & outcomes research program

Make credible evaluation more useful and affordable.

18 months
CoordinateProposed
Economies & Governance

Sovereign compute & infrastructure alliance

Turn country requirements into usable compute access and technical capability.

18 months
CoordinateProposed
Economies & Governance

Economies & Governance Fellowship

Help a senior cross-institutional cohort advance shared missions.

18 months
OrientProposed
Neurotech

Connectomics Benchmark + Prize Program

Make connectome reconstruction a measurable, competitive AI problem.

18 months
BuildProposed
Neurotech

Macaque Ground-Truth Projectome

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

18–24 months
ProveProposed
Neurotech

“AlphaFold for Systems Neuroscience” Challenge

Test whether neural simulation can predict a new biological result.

9–18 months
CoordinateProposed
Neurotech

Mouse Connectome Acceleration Program

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

6–12 month preparation
OrientProposed
Neurotech

NeuroAI Benchmark Commons

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

6–12 months
BuildProposed
Neurotech

Virtual-Neuro FRO / Consortium

Build shared simulation infrastructure after a discovery target is proven.

Launch decision in 6–12 months; 3–5 year program
EnableProposed
Neurotech

NeuroAI Fellows Program

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

Immediate start proposed

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

Interventions | PL R&D