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Given the structural constraints on AI arms governance — speed, dual-use, unverifiability, accessibility — what is realistically achievable, what is the cost of what is not achievable, and what should societies demand now while the window for norms remains open?
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Does the historical record of arms control — imperfect but functional governance of nuclear, chemical, and biological weapons — provide a viable model for AI militarization, or do the structural differences (speed, dual-use, accessibility, unverifiability) make those precedents misleading?
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Is the militarization of AI a manageable arms development process that governance can regulate — as it eventually did with nuclear, chemical, and biological weapons — or does the speed, accessibility, and dual-use nature of AI make the ratchet fundamentally ungovernable by the time the...
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If the verification function of credentials is undermined while the gatekeeping and signaling functions persist, does the system evolve into something useful, calcify into a pure status marker disconnected from competence, or fragment into competing verification systems — and what does each...
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Are credentialing systems collapsing under AI pressure, or are they durable institutions whose non-verification functions (signaling, socialization, gatekeeping) sustain their relevance regardless of whether AI can replicate the competence they certify?
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If AI can demonstrate the competence that credentials were designed to verify, what remains of the credentialing system — and are institutions defending a standard or defending a monopoly?
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Whether stewardship succeeds, fails, or is complicated by AI moral status, what should humans be building now — in institutions, governance, and self-understanding — to preserve agency, dignity, and relevance in a world they may no longer control?
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Does the stewardship assumption survive scrutiny from three directions — the engineering case (can we build it?), the structural case (will competitive and emergent pressures allow it?), and the moral case (should we assume human primacy at all)?
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Is the expectation that advanced AI will serve human interests a reasonable engineering goal, an unsupported projection of human values onto non-human systems, or a necessary fiction that sustains public cooperation with AI development?
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When AI offers connection that is more reliable, more patient, and less costly than human intimacy, is the resulting displacement a rational response to the difficulty of human relationships or an erosion of the capacity that makes human relationships possible?
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If AI-driven attention extraction is structural and intensifying, what combination of regulation, system design, and individual practice can preserve the human capacity for self-directed attention — and is preservation the right goal, or must we build new frameworks for autonomy in an...
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Is there evidence that AI-driven attention systems are degrading human autonomy in ways that prior media technologies did not, or is the current concern another iteration of technopanic that underestimates human adaptive capacity?