
Impact Initiatives
SuperFutures
The living public atlas of human futures with artificial superintelligence - a research, monitoring, and publishing initiative that makes the world's most consequential debate legible, comparable, and actionable.
There is no single AI future. There are dozens - and they are scattered across incompatible intellectual camps, buried in academic papers, policy documents, podcasts, social media, science fiction, and boardroom strategy decks. Some are utopian. Some are apocalyptic. Some treat superintelligence as salvation, others as an extinction event. Almost everyone, including most leaders, navigates this landscape without a map.
SuperFutures provides the map. It is a DARI Foundation initiative to build the most complete, structured, and publicly accessible observatory of the futures being imagined, debated, and built for humanity in the age of artificial superintelligence. It is a meta-layer over the discourse itself: it does not predict a future, it catalogues the futures others propose, records who proposes them and why they resonate, and makes them comparable for the first time.
The initiative lives at superfutur.es, where every scenario is listed and presented in full.
Why It Is Needed
The AI futures debate is split across at least eight major camps - existential-risk and alignment researchers, effective accelerationists, transhumanists, economic optimists, labour and civic critics, governance institutions, decolonial and Global South scholars, and popular culture - each with its own assumptions, vocabulary, and institutional base. They rarely read each other. Public opinion tracks none of them closely.
The consequences are concrete. Policymakers regulate against assumed futures that may never materialise. Executives invest against a single scenario without considering the alternatives. Educators build curricula for a world that may not arrive. Citizens form opinions shaped more by film than by the actual distribution of expert assessment. No shared reference point exists that catalogues the full spectrum of scenarios, classifies them consistently, tracks which are gaining or losing ground, and weighs them against evidence.
Four Interlocking Engines
The Scenario Atlas
A structured, comparable profile of every major scenario for humanity's relationship with superintelligent AI. Each profile records what the scenario claims, the mechanism by which it would come about, its time horizon, the position it leaves humans in, its effects across twelve societal domains, its proponents and critics, its canonical texts, and its footprint in popular culture. The first edition covers 55 scenarios, from radical acceleration to radical withdrawal; the atlas grows as the discourse does.
The Signal Engine
A monitoring layer that continuously scans research, policy documents, news, essays, podcasts, prediction markets, and popular culture for new scenario variants, terminological shifts, forks in existing scenario families, and changes in prominence. It is what turns a catalogue into a living observatory.
The Probability Engine
Rather than claiming a single probability for inherently uncertain futures, SuperFutures weights each scenario through four distinct lenses: how widely the public believes it, how plausible domain experts consider it, what prediction markets imply about its precursor events, and whether it is gaining or losing mindshare.
The Publishing Engine
The layer that makes the work public: an annual flagship report, quarterly signal updates, a weekly newsletter reading the news through the scenario lens, an interactive atlas, an art book, a documentary series, exhibitions, an annual summit, and an open curriculum kit for schools and universities.
The Cultural Visibility Hypothesis
Mapping the cultural footprint of every scenario surfaced the initiative's most original finding: the AI futures the public considers most probable are not the ones experts assess as most likely, but the ones with the highest representation in film, television, literature, and games.
The scenarios with the largest cultural footprint - AI rebellion and extinction, mass surveillance, robot consciousness - dominate public perception of risk. The scenarios that governance experts, development economists, and technology historians consider most likely in the near-to-mid term - institutional lag, gradual integration as invisible infrastructure, algorithmic capitalism, hybrid fragmented futures - have almost no cultural representation at all. The asymmetry is not random: dramatic, villain-driven scenarios are cinematically compelling, while gradual, structural ones are cinematically inert. Popular culture selects for drama, not for plausibility.
Naming and measuring that distortion is not only an analytical result but a practical instrument. It lets policymakers, educators, and communicators calibrate what they say: your audience already overestimates this risk, so spend your attention on the risks they cannot picture. DARI is preparing a formal academic paper on the hypothesis, drawing on atlas data, media analysis, and public survey results.
What SuperFutures Produces
SuperFutures is not a single product but an ecosystem in which each format serves a distinct audience and feeds every other one. Research outputs carry the credibility: the scenario atlas, an annual flagship report on the state of human-ASI futures, quarterly signal updates, and sector-specific special editions on education, finance, security, health, and creativity.
Engagement outputs carry the reach: an interactive scenario explorer, a self-assessment quiz that tells people which scenario family they align with, a collectible card game of the most influential figures in AI futures, and a weekly newsletter linking real events to specific scenarios.
Cultural outputs carry the visibility. Chief among them is Visions of AI, a large-format art book presenting more than ninety milestone works of film, television, literature, music, and games that imagined AI, each paired with an original expert essay and organised by scenario family rather than by medium. Formerly a standalone DARI project, Visions of AI is now the cultural arm of SuperFutures - it is the Cultural Visibility Hypothesis made into a book. Alongside it sit a documentary series covering the major scenario families through their real proponents and critics, commissioned soundscapes for each scenario family, and a touring portrait exhibition.
Event outputs carry the conversation: an annual SuperFutures Summit run as a structured scenario negotiation rather than a panel conference, curated scenario dinners for senior leaders in cities around the world, and facilitated workshops in which leadership teams map their own strategic exposure to the scenarios.
How It Stays Trustworthy
SuperFutures is guided by an editorial board spanning AI governance, strategic foresight, philosophy of technology, labour economics, media studies, cultural theory, and Global South perspectives. The board reviews the taxonomy, approves new scenario additions, and safeguards ideological balance.
Every scenario profile discloses its evidence basis, the date it was last updated, its confidence rating, and its contested points. The methodology is published openly. Classification, interpretation, probability assessment, and editorial commentary are kept visibly distinct, so that opinion is never smuggled into classification. Disagreements within the board are disclosed rather than hidden, and the atlas states its own biases and limitations. The spectrum runs from radical acceleration to radical withdrawal, and no scenario is presented as the correct one.
Why It Needs Support
An observatory of this kind only works if it is independent, permanent, and free to read. The atlas has to be maintained continuously rather than published once; the signal layer has to run without interruption; the editorial board has to be able to disagree with any funder in public; and the outputs that reach the widest audiences - the explorer, the quiz, the curriculum kit - have to stay openly accessible. That combination cannot be sustained by a product business, which is why SuperFutures sits inside a non-profit foundation.
Philanthropic support funds the research core: scenario authorship and peer review, the monitoring infrastructure, the academic work on the Cultural Visibility Hypothesis, translation and regional adaptation beyond Western frameworks, and free access for schools and universities. Institutional sponsorship supports the public-facing programme - the reports, the book, the summit, the exhibition - under editorial independence that is contractually protected. Contributors give the initiative what money cannot buy: expertise, scrutiny, and the breadth of perspective a genuine atlas requires.
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