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Steve Covello's avatar

"We’re entering an era where the most creative humans might be those skilled at collaborating with machines." Well, I understand what you mean here but this has been a phenomenon for a very long time. Setting aside musical instruments as machines, producers have been using digital samplers and sequencing machinery for decades. This AI machine, though, happens to operate in a particularly fluent way.

I recently inquired about the difference between the meaning of "reasoning" in the AI world compared to the human world. The problem here is that too many of the descriptions of AI capabilities have been characterized according to anthropomorphic metaphors simply for convenience when, in fact, they are quite different.

Basis of Reasoning: Humans - Grounded in embodied experience, memory, emotion, perception, social context. AI - based on statistical correlations in training data (textual patterns).

Knowledge Acquisition: Humans - interactive, sensorimotor, social learning, real-time experience; AI - Passive ingestion of large textual datasets (e.g., books, websites, forums).

Understanding: Humans - Semantic, experiential, and situational understanding. AI - Pattern recognition and probabilistic modeling (no true "understanding").

Motivation: Humans - Driven by goals, needs, affect, and context. AI - Has no goals, intentions, or motivation of its own.

Interpretation of Ambiguity: Humans - Informed by culture, psychology, emotional nuance AI - Relies on textual precedent; struggles without clear patterns or external validation.

Novel Inference. Humans - Capable of inventing or imagining based on limited data or abstract principles. AI - Tends to interpolate from training data; struggles to extrapolate without precedent.

Grounding: Humans - Grounded in reality via perception and action. AI - Ungrounded, operates in a symbolic space without sensory input or lived experience.

While these differences are obscured by the fluency of AI output, they are (IMHO) irresolvably different and discrete forms of existence.

Check out "Artificial Intelligence as a New Form of Agency (not Intelligence) and the

Multiple Realisability of Agency Thesis" by Luciano Floridi. It's high-level academia, but it perfectly articulates how AI is not actually intelligent as we understand it in our own terms.

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Joanne Troutner's avatar

I’d like to work with students to help them see that more is not better. Call me crazy, but I think the human - AI blend has a future which is good for all.

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