systemic-risk

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#systemic-risk

Contingent Exposure Routing for Financial AI: Outage Risk and the Cost of Indivisible Decisions

arXiv cs.LG ↗ · 2d ago Cached

This arXiv paper introduces Contingent Exposure Routing (CER), a framework for assigning displaced financial decisions across AI model endpoints during outages to minimize market-impact risk, showing that shared backups create concentration floors and that randomized routing strategies reduce exposure risk by 3.3-10.5% in synthetic and replayed scenarios.

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#systemic-risk

What Does the Singularity Think of This Video?

Reddit r/singularity ↗ · 2d ago Cached

A conversational video starts from an AI reverse-engineering an entire game, then extrapolates the ripple effects on software business models, aging infrastructure, and the global trust ecosystem — warning that when AI breaks the assumption that "complexity serves as a security barrier," a systemic collapse could follow.

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#systemic-risk

Article: Super AI is a systemic risk, but generative and agentic AI are not

Reddit r/artificial ↗ · 2026-09-25 Cached

The article argues that super AI poses systemic risks due to potential recursive self-improvement, while generative and agentic AI do not, warning that over-regulation based on super AI fears could incur economic costs.

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#systemic-risk

Position: AI Lock-In Is in Progress, and We Must Be Prepared

arXiv cs.AI ↗ · 2026-08-18 Cached

This position paper argues that AI safety research must address AI Lock-In, the phenomenon where excessive reliance on AI leads to human deskilling and systemic vulnerabilities, and provides guidance on mitigation strategies.

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When Ideology Becomes Systemic Risk (8 minute read)

TLDR AI ↗ · 2026-06-22 Cached

This article explores the systemic risk posed by ideologically-driven founders in AI, using Anthropic as a case study, and draws parallels with historical tech leaders.

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#systemic-risk

Cognitive Debt: AI as Intellectual Leverage and the Dynamics of Systemic Fragility

arXiv cs.AI ↗ · 2026-06-16 Cached

This paper develops a formal theory of cognitive debt, where using AI as a substitute for first-principles reasoning builds up unverified obligations that lead to systemic fragility and a cognitive Minsky moment, showing that decentralized equilibrium over-adopts substitutive AI without accounting for externalities.

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Position: AI Must Become Planet-Centered, Not Just Human-Centered

arXiv cs.AI ↗ · 2026-06-15 Cached

This position paper argues that current AI paradigms are insufficient for addressing global systemic risks and proposes Planet-Centered AI (PCAI) as a new design philosophy that treats Earth's interconnected systems as first-class concerns.

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