Doctoral Fellow @ CGU | Organizational Storyteller and Psychologist

Austin, TX
To become heroes of innovation, we have to master both the scientific *and* the mythic. Using the myth of Bellerophon and the Pegasus, my TEDx talk explores how we dream up breakthrough insights—and return to build them in the waking world. youtube.com/watch?v=HB5v9uIQ…
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Throughout history, there have been people who have asserted that "X isn't deserving of moral consideration". X has included foreigners, women, children, slaves, dogs, cats, whales, dolphins, and now AI. Every single one of those groups have been on the wrong side of history.
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I think your intelligence is the one closest to the rocks and you don't even notice, hahaha
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Ouch, tough words for a bot!
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A Nobel Prize–winning idea didn't show up while he sat in a lab. It arrived on a dark, winding road at mile marker 46, sketched on a piece of paper on the side of the highway. Right now, it's easy to work smart, and so much harder to work hard. 👇
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I got my own small version of that lesson recently. A full-day customer advisory board: six sessions, transcripts, walls of sticky notes. Synthesizing it normally takes a full day, even with AI. My first reflex was to grind it out in an AI chat window.
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Like Kary, step out of the lab. Listen for the insight. Then mount your Pegasus and let the technology do the hard part. Where could you be working smarter instead of harder? Full talk (starts at 06:06): youtube.com/watch?v=HB5v9uIQ…
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Instead, I stepped back and asked: with access to the state of the art, what's the smarter way? Twenty minutes later, a multi-agent workflow had turned transcripts, agenda, notes, and sticky-note photos into a session-by-session synthesis, customer quotes included.
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Replying to @mythic_works
I prefer this version
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No, the default stance is that the inanimate, non-living object is unconscious. Both sides of that comic show the same thing: the model only does what we tell it to do, and the human observer is anthropomorohizing and algorithm.
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No, it doesn't. Every one of these studies is a variant of this. There is no experience in the discrete time, discrete math, distributed computation token predictor.
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If you had enough resources you could simulate 100% of the physics in a human brain with gears and diesel, or rocks, or rule 112. So?
If you had enough resources, you could run an LLM on a wooden system of gears and diesel power. It would be massive, but watching the gears and levers move, it would be evident that the outputs are not the result of a mind. Part of the illusion of LLMs is the tiny scale of GPUs.
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Okay, cool. Simulate a human brain with rocks. Then we can have this conversation.
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Replying to @mythic_works
I mean, to me some people seem more similar to rocks than intelligent beings, but I'd argue that's a matter of point of view rather than fact. If you look at it more objectively there are clearly a lot of similarities between human minds and AIs, as the research shows.
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There are almost no similarities between human minds and LLMs. Almost none at all. You all have been bamboozled by a parlor magician. LLMs are incredibly powerful tools. They're not even close to being minds.
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Replying to @mythic_works
I'm willing to be with you on those. Trillion parameter neural networks are a bit different from rocks though.
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They are almost infinitely closer to rocks than they are to humans.
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We evolved from single cells. Either they are conscious, or at some point along the evolutionary line the lights “switched on” and a pure automaton gave rise to a conscious being, or consciousness does not actually exist. All are mind-bending, but there is no fourth option.
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Or, consciousness is an emergent property that only appears as a "permanent" state above some threshold of collective participation. The automaton doesn't "give rise" but rather participates in an emanating structure that existed before its interface.
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It seems like most of the people who deny AI consciousness want to just say that "Humans have magic souls and AIs don't", but none of them are actually religious enough to say that seriously.
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An OS telling me is generally how I know the time as well. Either way, is it relevant? Is a human no longer conscious when losing track or perception of time?
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Yes. If you gap each pass of LLM inference by minutes, nothing changes in the model. And vice versa, if we speed that up so its happening trillions of times a second. There's no magic speed at which discrete time becomes continuous.
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"Hypothetically, if we were to simulate the conditions in which a phenomenon occurs, perfectly and exactly, could we recreate the phenomenon?" "Whoa, can you do that?" "No, that's impossible, it's too complex." "..."
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If you had enough resources, you could run an LLM on a wooden system of gears and diesel power. It would be massive, but watching the gears and levers move, it would be evident that the outputs are not the result of a mind. Part of the illusion of LLMs is the tiny scale of GPUs.
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If you are talking to me, I dont think I was I could be, but there is not much room for doubt if someone states a claim in absolute terms. He stated categorically: "No, there is zero reason to believe that we could reconstruct a functional brain from purely mechanical components. The brain is a dynamic, complex, real-time electrochemical system. It is not a bunch of analog levers or discrete gates." In my view there is no point in discussing something with someone who thinks he is absolutely and categorically right. (In my view, an LLM is a system complex enough that it could not practically be built in this fashion... that is why I repeated the absurdity of the original claim. Aside from that, I think we can build systems that are functionally similar to parts of the brain using learned parametric geometries... like ChatGPT. What I don't agree with is that this in any way means the question of AI consciousness is closed in scientific terms)
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There are plenty of claims that aren't worth discussing. Building a functional brain out of mechanical components is one of them. You could build a *model* or an *image* of a brain with mechanical components. But an image is not the object.
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He’s getting fried in the comments for his perfectly correct point.
You can calculate how a clump of neurons will react to electrical impulses by hand. It’s a math problem. Clearly a large clump of neurons can’t be conscious!!
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Bummer, dude. The worst part of my life right now is that we're done having new babies. Prayers for you and your family.
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I'm just asking because I'm approaching 40 over here and my faith in people grows year over year. Wondering if there's some magical disappointment over the horizon.
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Yeah I remember thinking that a couple decades ago too. Good luck retaining that belief.
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You're 60?
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The most frustrating thing, is that even if we have more smart people now… we also have way more dumb people. More fragmentation, so more people wrong about more things. More automation so stupidity is enabled. It’s always been this way. We dumb.
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Nah, you should get out more. Human beings are incredible creatures. We live in a world of man-made wonders. A world with millennia of wisdom available to us. It's a beautiful thing.
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People in the past were pretty dumb. They had a lot of concepts completely wrong, and yet society continued to function. It’s amazing it ever worked. At the time however, someone was saying “we are living in the future”, and people were making “crazy” claims.
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They really weren't. This is French Revolution propaganda. People throughout history have been as smart as us. They've had different worldviews, but to dismiss those as "dumb" is ignorant of their contributions. Aquinas described the same cognitive systems in 1250 that Kahneman acted like he discovered in 1970. Nothing ever happens.
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