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THE HIERARCHY OF ARTIFICIAL INTELLIGENCE RISK AND THE PRESERVATION OF HUMAN LEARNING AGENCY

ASD-STE100 Standardized Download PDF THE HIERARCHY OF ARTIFICIAL INTELLIGENCE RISK AND THE PRESERVATION OF HUMAN LEARNING AGENCY Table of Contents Scope and Purpose Terms and Definitions The Two False Beliefs About AI Agency The Inverted Hierarchy of Risk The Two-Century Continuum of Attention Capture The Mechanisms of Voluntary Disagency The Existential Crisis: Atrophy of the

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The Greatest Danger of AI

“The most immediate, high-leverage danger of advanced AI does not require the machine to have a will of its own; it arises because AI dramatically lowers the skill barrier and multiplies the destructive reach of rogue human actors—enabling individuals, syndicates, and hostile nation-states to synthesize novel biological pathogens, automate catastrophic cyberwarfare against critical infrastructure, and

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Don’t Let the Wizards of Iz Distract You

“I visualize a time when we will be to robots what dogs are to humans.” – Claude Shannon 1987 The Hierarchy of AI Risk The public debate over the existential risk of artificial intelligence is paralyzed by deceptive illusions. The scenarios commanding the most headlines and panic are the most speculative and sensational, while the

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Our Quarter Millennium of Learning?

In your meaning, people cannot participate in consciousness, think, choose, decide, interpret, react, resist, comply, manipulate, or adapt without learning. Thinking and choosing are not activities outside learning; they are modalities of it. Learning is the process through which consciousness is continuously differentiated and changed—not a synonym for education, knowledge acquisition, wisdom, or improvement. Learning

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Lessons in Pluribus

There is no ethically legitimate shortcut to population-scale change that bypasses population-scale learning. Ideas that posit change propagating from a small enlightened subset to transform the many—whether framed as morphogenetic fields, 100th Monkey transference, spiritual awakenings,  or  “miracles”—share a common flaw: they erase agency. They imagine that human transformation can happen without participation, consent, or

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Looking Through McConaughey’s Mirror

In his “Looking in the Mirror” episode of “Lyrics of Livin” (hear him in full below), Matthew McConaughey, with his distinctly cool gravitas, says: “AI’s a big mirror we’re holding up to ourselves, but it’s still only a reflection” My first response was who is he talking about? The “we’re” seems like a future historian’s

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Redefining Involuntary Servitude

We’ve been here before.  We  outlawed “enslavement”, the ownership of people as if property. We outlawed “involuntary servitude” intending to prohibit the work-around arrangements — debt peonage, coerced “apprenticeships,” contract laws with criminal penalties — and anything else that could recreate slavery’s compulsion without calling it “ownership.” Yet today we tacitly publically grant all others

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Involuntary Servitude?

It is slavery’s logic, smuggled back in through another loophole. Where we ended: The commonplace acceptance of an implicit right to use each other, as if we are all just servant-assets, is the constitutional loophole protecting the predatory and parasitic manipulation that most endangers our species today. ChatGPT said: Yes – that’s exactly the constitutional

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The United States of Agnotrocity

Agno– (from Greek agnōsis): “not knowing”, or “without knowledge”. Where the dAilogue ended: agnosia Agnosia – yes. Another term in the agno- family, but importantly, it means something quite different than agnosis or agnotology. Agnosia (noun) From Greek a- (without) + gnōsis (knowledge/perception). A neurological condition in which a person is unable to recognize or

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