The analogy I make is between airplanes and birds.
Birds are alive, are conscious, flap their wings, and fly.
Planes are not alive, are not conscious, do not flap their wings - and fly.
Similarly, current AIs are not alive, are not conscious - but think.
All prior entities that thought, were human, so the only experience humans had with other thinking entities were other humans. The huge mistake now being made is assuming that because they think, they're alive and conscious as well. Current AIs are neither, and are therefore profoundly and qualitatively different than humans - even though they do think.
Okay sure. But given we don’t know what consciousness comes from, we shouldn’t be too glib about there being a grey area here. Historically people have made racist and speciesist judgments towards other being by assuming certain inferiorities despite obvious “thinking” happenings.
I don’t know “what it’s like to be an LLM” but at some point it will be like something and how will we know?
There are birds that go far longer than typical aeroplane flight times without a single flap of their wings either using thermal, ridge, or other sources of lift. Are these flying birds? I've shared thermals with eagles flying the same circles, neither one of us flapping our wings but making minor adjustments for the same goal.
An albatross might be able to go days flying without a single wing flap and no vertical sources of lift by using dynamic soaring in the wind gradient at the surface of the ocean. Perhaps that's something only birds can do. Except the glider pilot Ingo Renner once found an amazing shear layer at 300m altitude and stayed there with dynamic soaring. Remote control gliders use the lee of ridgelines to approach Mach 1 with dynamic soaring.
Perhaps what defines a bird that flies as opposed to a plane is that a bird produces thrust by flapping its wings? Even an Albatross must flap its wings if it has to take-off from water. Maybe we could add that the flapping is driven by animal muscles? But then is the human powered ornithopter Snowbird a bird that flies as opposed to a plane?
Of course this is all ridiculous because everyone knows what you mean when you refer to a bird or plane. We have other ways to definitively identify the difference rather than their mode of flight. It's trickier when I'm asked if an AI is conscious. There is no definitive base-line to fall back on to decide if this is a conscious or conscious-less thinker.
This is always going to be a problem with this sort of discourse. Consciousness is such a slippery concept… what it is, who/what has it, its consequences for claims about reality. Mixing it in to debates about AI just adds confusion, it almost seems besides the point when we’re talking about this tech.
What if somebody simulated all neurons of a bird and fed them appropriate stimuli? Would a bird neural replica be conscious? It would flap, that's for sure.
This has been tried with much simpler organisms, it did not behave like the real thing thus far. There was a paper about it, there now seems to be a project to push on the frontier
It feels hard to be excited by a DGX Spark stuffed into a laptop. It's still slow RAM (much slower than a Mac) and arbitrarily limited to 128GB. Can't they at least offer a higher end model with faster RAM and more of it? Sure it would cost a bundle, but there are still people who'd buy it for the local AI capability.
Per the article, “much of the original documentation has been lost or fragmented. Voyager paperwork from the 1970s and 1980s was largely paper, and each time the project moved offices, more of it disappeared”.
Maybe not years ago, but scanning documents with the phone in your pocket has become incredibly efficient. That combined with AI transcription and indexing for search makes such a project faster and cheaper in 2026 than at almost any other time in the past.
I scanned an entire book in 2016. It was way faster than scanning with the phone in my pocket. It’s just not ergonomic to use a general purpose device (a phone) instead of a specialized device (dedicated scanner).
Agreed. I scanned a short book with my phone, and a dedicated scanner would have been nice to have.
But with page flattening and separation and automated capture, it went much faster than I would have thought. If I were going to do a lot more, I'd want something like a scan tent [1]. It's not as ergonomic as a dedicated solution, but in 2026 a phone and some light can get you a lot of the way there, pretty fast.
I mean, they were never meant to last this long. NASA has a shoestring budget. I understand not taking the time and resources to do that when it could stop working a week later.
Really glad to see someone asking this question. After building a fairly significant AI tool using Python tools, I really wish AI/ML tools would all be rewritten to use an actually performant language - say, Rust - without transitive dependency hell on all the package versions.
The vast majority of Python's AI/ML ecosystem is already written in C/C++ and uses interop glue to call it from Python. But agreed on the transitive dependencies, it's a nightmare
Well, when there's a software created accident, possibly horrendous, I'm sure Tesla will be relieved that it's one case where they can point to it being a completely unauthorized system for which they reject responsibility.
Birds are alive, are conscious, flap their wings, and fly. Planes are not alive, are not conscious, do not flap their wings - and fly.
Similarly, current AIs are not alive, are not conscious - but think.
All prior entities that thought, were human, so the only experience humans had with other thinking entities were other humans. The huge mistake now being made is assuming that because they think, they're alive and conscious as well. Current AIs are neither, and are therefore profoundly and qualitatively different than humans - even though they do think.
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