PART 4: From Responsible to Wise Use of AI

Our research project ‘SIxAI’ set out to explore how the continually expanding capabilities of artificial intelligence might be harnessed to augment the practice of systemic investing. But this objective conceals an assumption. By asking how we could use AI for SI, we skip over the question of whether AI should be used at all. After all, these are technologies mired in controversy. Are they really as powerful as many claim them to be? And even if they are, what risks do they pose, and what costs do they incur? Which agendas and worldviews do they advance? And which do they hinder or obscure? This article is our effort to engage with these questions, temporarily setting aside our belief that there is in fact exciting potential for AI to be applied to SI, in order to reflect more deeply on what AI really is, and how it should be approached and deployed in general, if at all. Our objective here is to ground all of our subsequent research in a robust and critical engagement with those thorny underlying philosophical questions of AI that often go un-asked. Here we present a series of 4 articles, introducing the technology itself, unpacking its capabilities and their limitations, discussing some of the uncomfortable truths underlying these capabilities, and finally proposing a set of principles, both for the responsible use of AI, and for its wise use too. As always, we welcome your comments.

 

By Andre Ticoulat

Do you want to collaborate with us?

There is an urgent need to rethink the way we deploy financial capital for transformative impact in human and natural systems. The field of systemic investing has garnered significant momentum, and now is the time to scale deep and scale out. So we invite challenge owners, systems thinkers, innovation practitioners, investment professionals, ecosystem shapers, and creative voices to join us in figuring out how to redeploy financial capital in service of a prosperous and sustainable future for all.

How is systemic investing relevant to

Foundations

...because the pots of capital operating under a philanthropic logic are orders of magnitude smaller than those operating under an investment logic, so systemic investing is a way for foundations to leverage their capital in the systems they care about.

Corporations

...because their supply chains are becoming increasingly fragile and societal expectations of business are growing. This requires companies to deploy all the tools in their finance toolbox (incl. direct investments, advanced purchase agreements, and supply-chain financing) and partner more strategically with governments, foundations, and NGOs.

Impact Investors

...because single technologies, start-ups, or social enterprises—no matter how ingenious their solutions and how brilliant their teams—are unlikely to change systems by themselves. So what matters is that these single-point solutions are synergistically nested within a broader systems change effort.

Institutional Investors

...because mainstream ESG investing doesn’t benefit places and communities at the pace, scale, and quality required, so institutional investors must channel more capital into real-economy assets in a strategic and collaborative manner.

MDBs and DFIs

...because sustainable development in a VUCA world requires portfolio approaches to systems innovation, and those need to be funded with a different investment paradigm than those dominant in development finance institutions today. And because the public sector cannot finance sustainability transitions alone, so systemic investing is a way to crowd-in private-sector capital in a smart way.

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Which option best describes your interest in systemic investing?

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About

Who We Are

The TransCap Initiative is a think-and-do-tank operating at the nexus of real-economy systems change, sustainability, and finance. We operate as a multi-stakeholder alliance coordinated by a backbone team and comprised of wealth owners, innovation leaders, system thinkers, research institutes, and financial intermediaries. Our community is open to anyone committed to our cause and values.

Why We Exist

We exist to improve the way sustainable finance is purposed, designed, and managed so that money can become a transformative force in building a low-carbon, climate-resilient, just, and inclusive society. We believe that the key to accomplishing this vision is to inspire and enable investors to leverage the insights and tools of systems thinking and complex systems science for addressing the most pressing societal challenges of the 21st century.

What We Do

Our mission is to build the field of systemic investing. This means developing, testing, and scaling an investment logic at the intersection of systems thinking and finance. We do that by convening a multi-stakeholder alliance to develop a knowledge and innovation base, test novel concepts and approaches, and build a community of practice.

Our core ideas borrow from the disciplines of systems thinking and complex systems science, challenge-led innovation, human-centred design, new economic frameworks, and financial innovation. Our experiments are contextualised in those place-based systems that matter most for human prosperity—such as cities, landscapes, and coastal zones—as well as in value chains and other real-economy systems. We hope that our work produces knowledge and insights, methods and tools, and a self-organising community of inspired and enabled change makers.

The places and value chains we intend to transform act as centres of gravity for our work. In each of these systems, we will work with challenge owners, communities, innovators, investors, and other stakeholders to design, structure, and finance strategic investment portfolios nested within a broader systems intervention approach.

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Contact Us

TransCap Core Team
community@transformation.capital