Seeking common ground
Progress takes more than a breakthrough.
A shared inquiry byDorothy Chou, Sandro Gianella & Florian Maganzaon technology, public purpose and the work between them.
We think of this as a shared garden. Commercial investment, philanthropy and public institutions each tend a part; our interest is in the garden as a whole, and how it can flourish for the wider community.
Read our introduction
Published · 4 min read
Start here
Our shared starting point: what surrounds a breakthrough, and why we want to think it through together.
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- 01

Beyond the garden wallOriginal illustration for the series Public benefit
Turning Private Technology Breakthroughs into Public Goods
How can a breakthrough inside a private company become something many more people can use?
Read essay - 02

The crossingOriginal illustration for the series Public services
Why Cutting-Edge Technology Isn’t Making It into Public Services
What stands between a promising technology and an NHS service that can put it to work?
- 03

Room to moveOriginal illustration for the series Sovereignty
Agency, Not Ownership
How can countries gain the power to use and shape AI without owning every part of it?
- 04

Preparing the groundOriginal illustration for the series Demand
Buying the Future into Existence
What becomes possible when governments commit to buying an outcome before the market exists?
- 05

The patient orchardOriginal illustration for the series Institutions
Technology the Market Won’t Deliver on Its Own
Who builds the shared tools, evidence and institutions that useful technology needs?
Choose a pot to plant a seed.
Photograph © Ute Klophaus.
Behind the essays
Why we keep
coming back to this.
From our student days at the University of Toronto, Sussex and Georgetown, our paths have crossed through two decades in technology. We have built teams, programmes and partnerships through periods of extraordinary growth, working at the intersection of public policy, science and business.
Our work has taught us to look across disciplines: at how a scientific advance, a business model, a public institution and the people affected by a decision fit together. Our friendship gives us room to compare what we have learned, challenge one another and follow a question further than any of us would alone.
As operators
Inside growing companies.
At DeepMind, Dorothy built the public engagement team around advances including Nobel-winning AlphaFold. At Stripe and OpenAI, Sandro built policy and partnership functions as the companies scaled into new markets. Florian built Google.org’s European presence and impact measurement work, then Frontier’s communications at Stripe.
These experiences taught us how much depends on the work around a breakthrough: earning trust, establishing evidence, shaping policy and connecting people who need one another.
Alongside founders
Learning by backing builders.
As angel investors, venture partners and scouts, we also learn from founders working on problems that matter to us. Between us, our investments include:
- CuspAI AI for discovering new materials.
- Anterior AI for clinical and administrative work in healthcare.
- Civic Marketplace Connecting public agencies with suppliers through simpler procurement.
- Proxima Fusion Developing stellarator fusion power plants.
- AUAR Robotic manufacturing for homebuilding.
Founders bring us questions about evidence, regulation, partnerships and buyers. Those conversations keep this inquiry grounded in the work of making things useful.
We write here in our personal capacities. The views expressed are our own and do not represent those of any company or organisation with which we are affiliated. This publication is an independent collaboration and is not produced on behalf of, or endorsed by, those organisations.
Stay in the conversation
Keep thinking with us.
Occasional essays, reading notes and questions from Dorothy, Sandro and Florian.
Something we should read? A question or a different view? Write to us
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