The Public-Interest Advisory Function

What the proposed function would be

The proposed public-interest advisory function would publish considered analysis of cognitive automation’s consequences for political, religious, educational, and civil society institutions. The founder and Ora project can publish analysis now, but the Ora Knowledge Foundation is an initiative in formation, not incorporated, not accepting donations, and not operating an advisory office or consultation service.

The proposed function rests on a potentially useful perspective: direct experience with how the technology is used, technical understanding of capability and limits, a values orientation distinct from commercial actors, and credibility grounded in public-domain artifacts. These are reasons for a future institution to consider the function, not claims of current institutional authority or capacity.

Five structural commitments

If adopted, the advisory function would operate under five proposed structural commitments. No board currently exists to adopt or review them. Their purpose would be to protect the function from political capture and keep analysis distinguishable from advocacy.

Public, not private. Future institutional analysis would go into the public record rather than private briefings that allow influence without accountability. A briefing whose contents are not visible to the public, given to a decision-maker whose decision will affect the public, is the structural form that captured advisory functions take. If the function is established, its analysis should be published where anyone can inspect and cite it.

Analytical, not advocacy-based. A future Foundation would describe consequences and trade-offs rather than advocate for particular policies. The line is concrete: “concentrated power produces bad outcomes systematically” is a structural claim; “Congress should pass bill X” is a policy recommendation. The first can remain useful across political changes. The second would tie institutional credibility to specific political coalitions, which is the capture the proposal is designed to resist.

Bounded by mission scope. Any future institutional perspective would be limited to cognitive automation, knowledge infrastructure, frameworks, and demonstrated areas of expertise. A mission scope that includes “AI’s effects on knowledge work” would not authorize opinions on monetary policy, military strategy, or global health. Expansion beyond expertise is how advisory functions become political actors with opinions on everything; the discipline of staying within scope is what could keep future analysis credible.

Mission-loyal staffing. If staff are ever hired, their primary loyalty should be to the institution’s mission rather than political careers. The proposed function should not become a stepping stone to government positions, a pattern that could produce capture. People would join because they believed in the mission and intended to do the work for the duration of their commitment, not because they saw the function as a credential for their next political role.

Modest in resources. A small, high-quality analytical capacity could be more useful than a large one. The proposal is not for a think tank competing with the Brookings Institutions and AEIs of the field; it is for focused analysis within demonstrated expertise. Smallness could constrain scope, prevent drift toward generalist political analysis, and keep the function affordable if it is ever established. No staffing or revenue model is operating today.

Why analysis can begin before incorporation

The need for analysis begins before any institution is formed. That does not make a Foundation advisory function operational.

The disruption begins immediately. Political institutions trying to make sense of it will need analysis from credible sources from day one. The labs will be producing analysis from their own perspective, with their own incentives shaping what they say and how they say it. Industry-funded think tanks will be producing analysis with funder-shaped framing. Advocacy organizations will be producing analysis with advocacy-shaped framing. A perspective grounded in public-domain release, with anti-capture provisions, with technical depth, with values orientation distinct from commercial actors, will not exist by default; it has to be produced deliberately.

Waiting years to publish relevant analysis would leave the field to actors with different incentives. Framings that establish themselves first become defaults; later work has to dislodge them. The founder can therefore publish under his own name or through existing public channels without representing that activity as an institutional advisory service.

Before incorporation, related work is founder-led analysis. The proposed structural commitments can guide that writing, but they have not been adopted by a board or encoded in institutional governance. Publication does not create consultation, intake, or advisory capacity.

If the Foundation is later incorporated and chooses to establish the function, responsibility could transition to the institution, with staffing and operating arrangements decided then. Incorporation alone would not make that transition automatic.

What the function produces

The proposed function’s primary output would be published analytical material: reports on aspects of the cognitive transition, essays on questions of public consequence, analytical position papers, and references to useful work produced elsewhere. Founder-led writing can use these forms now; no Foundation publication program or request queue exists.

Two specific framings appear in the published analysis with deliberate frequency.

The Hari Seldon framing works for technically literate readers, policy circles, and those who read serious science fiction. It frames the work as a considered response to anticipated civilizational stress: psychohistory looking ahead, building an institution that addresses what’s coming rather than what’s currently visible. Government officials who read science fiction get this framing immediately. The framing’s analytical posture is that the cognitive transition has shape and that the shape is partially predictable, and that institutions that prepare for the predictable parts produce better outcomes than institutions that wait to be surprised.

The Lord of the Rings framing works for broader audiences. The corruption of Frodo, the genuinely good-hearted hero who carries the ring as far as he can but ultimately succumbs at the very end, is the apt metaphor for what concentrated AI capability does to those who hold it. The point of public-domain release is that no single holder has the power to be corrupted by it. The framing’s analytical posture is that concentrated power produces systematic distortion of the people who hold it, regardless of the holders’ intentions, and that the structural answer is distribution rather than oversight.

Both framings could appear in future published materials: Hari Seldon in analytical documents, and the ring of power in more accessible communication. Together they could signal the depth of consideration and moral seriousness behind the public-domain decision.

The proposal calls for long-term analysis to be in the public record before officials or journalists request it, so the work is not produced under deadline pressure. That is a publication goal, not evidence that a “psychohistory document,” official contact channel, or Foundation response service is live.

Audience

The function’s audience is institutional rather than individual. Political institutions of all alignments. Religious institutions. Educational institutions. Civil society organizations. Government agencies. Disability advocacy organizations. Labor organizations. Anyone who needs analysis to think clearly about how cognitive automation is reshaping their domain.

A future function should not curate its audience by political alignment. Published analysis would be available to conservative and progressive organizations, federal and state agencies, and anyone else on the same terms. There is no current Foundation request or consultation service.

The non-curation matters because the cognitive transition affects institutions structurally even when they are politically opposed. A conservative think tank and a progressive advocacy organization may need the same underlying analysis, then use it to support different policy responses. A federal agency and a state government may likewise read the same public document through different mandates. A future Foundation function would remain upstream of those responses, publishing structural analysis rather than doing downstream advocacy.

Published analysis could be read and cited by journalists. A public report quoted with attribution is structurally different from a private briefing incorporated without attribution. Any future media engagement should follow the same commitments: public rather than private, analytical rather than advocacy-based, and bounded by demonstrated expertise. The aim would be better-informed journalism, not using journalism as a delivery vehicle for institutional positions. No Foundation media-engagement program operates today.

What the function does not do

It would not produce recommendations on specific policies. A future Foundation should not say “Congress should pass bill X,” “the EU AI Act should be revised in such-and-such direction,” or “the FTC should investigate company Y.” The proposed function would publish analysis that informs policy work rather than doing the policy work itself.

It would not endorse parties, candidates, political alignments, or coalitions. Future analytical work should be useful across alignments because different audiences will use it differently.

It would not do private briefings. A meeting with a decision-maker that produces no public artifact would be structurally inappropriate. If a future institution had a perspective worth hearing, that perspective should be published rather than existing only in a private conversation.

It would not lobby or maintain a government-affairs operation. The line between policy analysis and advocacy is not always sharp, but the proposed function would remain on the analytical side. No current Foundation lobbyist, department, or advisory office exists.

It would not advise on questions outside demonstrated expertise. A future function focused on cognitive automation should redirect questions about monetary policy, military strategy, global health, or other domains to institutions whose missions cover them.

What the function is for, ultimately

The proposed advisory function responds to the fact that the cognitive transition will produce decisions affecting populations who will not be in the room. School districts will decide what to do about AI in classrooms. State legislatures will decide what to do about AI in employment. Federal agencies will make decisions involving healthcare, finance, and criminal justice. International bodies will confront cross-border data flows and military applications. These decisions will be made; the question is what analytical work will be available to the people making them.

The proposed posture is that decisions of this consequence deserve public-interest analysis whose authorship is not for hire, whose framing is not aligned with commercial actors, and whose substance is not shaped by funder incentives. A future function could be small, modest, focused, and durable across decades. It would be one specific contribution to a transition that will generate many decisions, not the totality of public-interest analytical work. That institutional role remains a proposal within a larger ecosystem of organizations whose missions overlap with parts of the work.

The summary

The proposed advisory function would publish considered analysis of cognitive automation’s consequences for institutions making decisions that affect absent populations. Five proposed commitments — public not private, analytical not advocacy, mission-bounded, mission-loyal staffing, and modest resources — could protect it from political capture. Founder-led analysis can be published now because the disruption begins immediately; that does not mean a Foundation service is operating. A future function would not endorse parties, recommend specific policies, conduct private briefings, lobby, or advise outside its expertise. The perspective is the proposed contribution; the institutional capacity remains unbuilt.