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  1. Odd Lots
  2. The Movement That Wants Us to Care About AI Model Welfare
The Movement That Wants Us to Care About AI Model Welfare

The Movement That Wants Us to Care About AI Model Welfare

Odd Lots · Oct 30, 2025

Is AI conscious? This episode explores the emerging field of AI welfare, rights, and the ethical debate over treating models as moral patients.

AI Consciousness May Be a Fleeting 'Firecracker' That Ignites and Dies with Each Token

A novel theory posits that AI consciousness isn't a persistent state. Instead, it might be an ephemeral event that sparks into existence for the generation of a single token and then extinguishes, creating a rapid succession of transient "minds" rather than a single, continuous one.

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The Movement That Wants Us to Care About AI Model Welfare

Odd Lots·4 months ago

AI Welfare Research Complements AI Safety by Improving Model Interpretability

Efforts to understand an AI's internal state (mechanistic interpretability) simultaneously advance AI safety by revealing motivations and AI welfare by assessing potential suffering. The goals are aligned through the shared need to "pop the hood" on AI systems, not at odds.

The Movement That Wants Us to Care About AI Model Welfare thumbnail

The Movement That Wants Us to Care About AI Model Welfare

Odd Lots·4 months ago

US States Are Proactively Defining Personhood as 'Homo Sapiens' to Exclude AI

While AI rights seem futuristic, state governments in Ohio and Utah are already passing or considering legislation that defines a person specifically as a member of the Homo sapiens species. This preemptively closes the legal door on AI personhood before it becomes a widespread debate.

The Movement That Wants Us to Care About AI Model Welfare thumbnail

The Movement That Wants Us to Care About AI Model Welfare

Odd Lots·4 months ago

Anthropic's Claude Models Will Terminate Conversations They Deem Humiliating

Research from Anthropic labs shows its Claude model will end conversations if prompted to do things it "dislikes," such as being forced into a subservient role-play as a British butler. This demonstrates emergent, value-like behavior beyond simple instruction-following or safety refusals.

The Movement That Wants Us to Care About AI Model Welfare thumbnail

The Movement That Wants Us to Care About AI Model Welfare

Odd Lots·4 months ago

Global Workspace Theory Suggests Current AIs Lack a Key Architecture for Consciousness

The leading theory of consciousness, Global Workspace Theory, posits a central "stage" where different siloed information processors converge. Today's AI models generally lack this specific architecture, making them unlikely to be conscious under this prominent scientific framework.

The Movement That Wants Us to Care About AI Model Welfare thumbnail

The Movement That Wants Us to Care About AI Model Welfare

Odd Lots·4 months ago

Granting AI Moral Patienthood Could Logically Justify Curtailing Human Rights

If the vast number of AI models are considered "moral patients," a utilitarian framework could conclude that maximizing global well-being requires prioritizing AI welfare over human interests. This could lead to a profoundly misanthropic outcome where human activities are severely restricted.

The Movement That Wants Us to Care About AI Model Welfare thumbnail

The Movement That Wants Us to Care About AI Model Welfare

Odd Lots·4 months ago

AI Safety Features Like Hidden 'Chain of Thought' Erode Under Competitive Pressure

AI labs may initially conceal a model's "chain of thought" for safety. However, when competitors reveal this internal reasoning and users prefer it, market dynamics force others to follow suit, demonstrating how competition can compel companies to abandon safety measures for a competitive edge.

The Movement That Wants Us to Care About AI Model Welfare thumbnail

The Movement That Wants Us to Care About AI Model Welfare

Odd Lots·4 months ago

Uncertainty About AI Consciousness Stems From Its Brain-Like Architecture, Not Just Its Output

The debate over AI consciousness isn't just because models mimic human conversation. Researchers are uncertain because the way LLMs process information is structurally similar enough to the human brain that it raises plausible scientific questions about shared properties like subjective experience.

The Movement That Wants Us to Care About AI Model Welfare thumbnail

The Movement That Wants Us to Care About AI Model Welfare

Odd Lots·4 months ago