Forecasting AI development is a humbling exercise, and the encyclopedia does not attempt it. What this article offers, after Gesnot’s §7.4, is a different kind of work: three prospective scenarios — coherent trajectories the next decade could plausibly take, given the dynamics this section has described — and the policy choices that distinguish them.
These are not predictions. They are framings. Their purpose is to make the relevant choices visible while there is still room to make them.
Scenario A: Channeled
The most optimistic trajectory. AI development proceeds, but within a regulatory framework that constrains its riskiest applications and preserves the cognitive infrastructure of public life.
Specifically:
- The European AI Act and its successors are implemented with teeth; similar frameworks are adopted in other jurisdictions.
- High-risk applications (political microtargeting, social scoring, manipulative persuasive design) face binding restrictions.
- Algorithmic transparency requirements give users meaningful visibility into how they are being targeted.
- Provenance standards (C2PA and successors) are widely adopted, raising the floor on verifiable communication.
- Public funding supports non-WEIRD AI development, multilingual model research, and independent audit infrastructure.
- Education systems incorporate critical-AI literacy from primary school upward.
The cognitive ecology in this scenario remains diverse, partially defended, and democratically governable. The governance is imperfect; the direction is right. Augmentation-side AI use dominates over decline-side use because the design and policy environment makes it so.
This scenario requires sustained political will across multiple jurisdictions over a decade. It is plausible but not assured.
Scenario B: Drifted
The middle trajectory, and likely the most realistic. AI development continues largely on its current path. Some regulation is enacted, much of it lags behind capability. State-corporate synergies deepen by default. The cognitive effects (cognitive standardization, manipulation susceptibility, dependency) accumulate slowly enough that no single year forces a political reckoning, fast enough that the cumulative impact is substantial by 2035.
Specifically:
- AI is broadly integrated into education, work, and public discourse.
- Cognitive standardization is statistically detectable at population scale; the median user’s writing, framing, and reasoning is more like the median user’s writing, framing, and reasoning ten years later than it was at the start.
- Critical thinking metrics decline among populations with heaviest AI use; the decline is partial but durable.
- The information environment includes routine deepfakes, AI-generated political content, and reality apathy in significant fractions of the population.
- Major platforms remain engagement-optimized; alternative business models exist but do not become dominant.
- Locally-developed AI exists in some languages and contexts but does not match the frontier in capability.
The cognitive ecology under drift is worse than 2025 in measurable ways and not catastrophic. There is no specific moment of crisis; there is a slow accumulation of small losses. The losses are real and uneven — heaviest in populations already disadvantaged in cognitive infrastructure — but rarely visible enough to drive structural response.
This is the scenario the encyclopedia, on its current reading of the empirical record, treats as the default trajectory absent active intervention.
Scenario C: Captured
The least optimistic. AI deployment proceeds without effective constraint; state and corporate uses of the toolkit deepen and integrate; cognitive infrastructure passes substantially under algorithmic control.
Specifically:
- A version of social-credit-style scoring becomes routine in major jurisdictions, including democratic ones, justified by efficiency or security.
- Political discourse is substantially shaped by AI-mediated targeting, AI-generated content, and AI-curated feeds. Independent journalism shrinks under economic pressure; what remains operates within an algorithmically-shaped public sphere.
- Corporate AI assists in employment screening, credit scoring, healthcare triage, and educational tracking, often with limited recourse for affected individuals.
- Cognitive standardization advances substantially. Critical thinking scores decline measurably. A meaningful fraction of the population exhibits reality apathy (D.23) toward political and journalistic content.
- The orchestrating-consciousness hypothesis (E.33) does not need to be true for this scenario to obtain. The cognitive-engineer effect (E.34) produces the outcomes regardless.
Scenario C is what Gesnot calls digital authoritarianism. It is not necessarily a deliberate political project; it can be the cumulative result of choices each justifiable in isolation, made by actors operating in their own (corporate, governmental, individual) interests. No villain is required.
How to read these scenarios
Three notes on use.
The scenarios are not exclusive. A single jurisdiction can move toward A in some domains and toward C in others, depending on which pieces of the policy puzzle get attention. Most jurisdictions will, in fact, do this.
The scenarios are not equally likely. The encyclopedia’s reading: B is most likely absent intervention, C is most likely under specific geopolitical or economic stresses, A is the rarest and requires sustained work to maintain.
The scenarios are not normative. The encyclopedia presents A as more desirable than C, but this is a value judgment downstream of empirical analysis. A reader who ranks priorities differently may rank the scenarios differently. The empirical analysis is shared; the ranking depends on what one cares about.
What this connects to
The scenarios are scaffolding for the next article. Recommendations and Governance Pathways (F.39) gathers the policy moves that, deployed in combination, push the trajectory toward A and away from C. The moves are real; they are contested; their adoption is the substantive policy work of the period.
The synthesis essay Reading the Whole Argument (F.40) closes the encyclopedia by tying these scenarios back to the cognitive analyses of Sections B–E. The connection is the encyclopedia’s central claim: the choice between A, B, and C is not purely a political choice. It is also a choice about what kind of mind we want billions of people to have, ten years from now.