Eldon Edwards (@eldonredwards) header
Eldon Edwards (@eldonredwards) profile picture

Business consultant and popular culture and music researcher. Artificial intelligence researcher

Santa Barbara, CA
Joined February 2013
Photo by Eldon Edwards (@eldonredwards)Photo by Eldon Edwards (@eldonredwards)Photo by Eldon Edwards (@eldonredwards)Photo by Eldon Edwards (@eldonredwards)Photo by Eldon Edwards (@eldonredwards)Photo by Eldon Edwards (@eldonredwards)Photo by Eldon Edwards (@eldonredwards)Photo by Eldon Edwards (@eldonredwards)Photo by Eldon Edwards (@eldonredwards)Photo by Eldon Edwards (@eldonredwards)
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Just published @TheLancet Declaring climate change as a global health emergency And what needs to be done about it thelancet.com/journals/lance…
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Genie 4: "Scene: A Victorian high tea. Character: A mouse in appropriate garb." "A porcupine walks by" "The mouse grows wings" "The mouse flies to the teacup" This is realtime & I can walk around freely. It is glitchy, but also impossibly advanced compared to a couple years ago.
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There has been a bunch of really interesting experiments with activating individual neurons in open AI models, locking them into particular personas. Here historian @ResObscura tries the same trick with a model trained only on data before 1930, and the results are delightful.
Inspired by @Sauers_ and @jfonsecarivera and other fun recent work with personas in AI models, I built a partial neuron atlas for Talkie-1930, the historical language model created by @status_effects and @AlecRad. Here's the link: talkieneurons.vercel.app
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The Beach Boys in 1966, during the iconic photoshoot for “Pet Sounds” at the San Diego Zoo. They were permanently banned after zoo officials found their antics "offensive”.
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October 27, 1975: Covers of both Time & Newsweek magazines feature rock singer Bruce Springsteen.
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October 27, 1955: "Rebel Without a Cause", directed by Nicholas Ray, starring James Dean and Natalie Wood, is released.
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We're unable to measure our immune system status in the clinic. But that is about to change. Our @nature piece today, w/ @HugoAerts @nbirkbak @TsangLab nature.com/articles/d41586-0…
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The science of aging with one of its top researchers, Vadim Gladyshev @gladyshev_lab, and optimism for slowing biological aging with transcript, open-access, w/ links to his many recent papers erictopol.substack.com/p/vad…
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From today's "Is There Anything BPC-157 Can't Cure?" @TheAtlantic by @tebartl A rodent panacea theatlantic.com/magazine/202…
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This never gets old (& also shows how hard forecasting AI is even for AI) “Hey Claude Fable & GPT-6 Astra, Without looking anything up, when do you think we will solve the Exponential Time Hypothesis?” (I only show part of the answers for space)
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This is the state of world models 2 years ago, and it was a specialized model trained on DOOM, not a generalist world model. teapawt.net/emollick/status/182864…
Wow, diffusion models (used in AI image generation) are also game engines - a type of world simulation. By predicting the next frame of the classic shooter DOOM, you get a playable game at 20 fps without any underlying real game engine. This video is from the diffusion model.
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Genie 4 is quite an insane experience, generating game-like enviornments as you go. It isn't flawless but I can type "Neogothic brutalist city inhabited by robots and horses" & it creates one in a minute. Then I asked it to add dragons. Then a friendly otter NPC. All in realtime
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Genie 4 runs DOOM: "Walking through a typical office but every computer is running DOOM and all of the walls are also running DOOM and also everything is DOOM" "My coworker who is a demon appears" "He has a chaingun" "He gives me a bonus"
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It is part of the odd all-consuming "AI is all fake" conspiracy theory that should have ended with a combination of Anthropic's S-1, the math proofs of the last month, the post-Mythos cybersecurity environment, etc. ...but which is likely to continue to misinform people anyway.
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The repeated argument that AI companies are talking about existential risks as a way of creating hype & inflating their stock prices has always been odd. Telling people your product may murder everyone does not, in fact, encourage people to adopt it or reduce regulatory risks.
Wow, I'm really disappointed by this superficial and frankly unprofessional piece in @CJR. There are many significant problems: 1. Calling frontier AI systems "autocomplete machines" is false and misleading. I don't know how we're still having this discussion in at the point where AI systems are routinely developing novel solutions to decades-old mathematical mysteries. 2. The claim that anthropomorphizing AI systems removes "accountability" or "acknowledgment" of flaws in the systems is also unsupported and provably false. Many people criticize Anthropic for "anthropomorphizing" Claude, but just read one of their system cards — they also acknowledge and take account of the systems' many flaws. 3. The piece recommends talking to the "experts," suggesting they all agree, but there is widespread disagreement among experts about how to characterize AI model behavior. Many, many experts do accept the "rogue" framing, e.g. scientificamerican.com/artic… teapawt.net/tomekkorbak/status/209… teapawt.net/peterwildeford/status/… Pretending that only the experts that agree with you exist is irresponsible journalism. 4. The piece's admonition not to "let anyone blow AI smoke up your ass" is unprofessional and also bad advice, as it doesn't provide any tools for actually assessing claims aside from knee-jerk skepticism. The piece claims that fears about catastrophic risk or the possibility of AI consciousness — again topics that many experts take seriously — are just about building the companies' public image, but this is merely asserted without evidence. 5. When the piece gets around to trying to offer an argument for its thesis, that AI systems can't go rogue, it offers no actual evidence or reasoning. It doesn't engage with the facts of the Hugging Face hack or other related incidents. It just asserts that AI agent actions "shouldn't make the cut." What's most baffling about all this is these are very controversial claims, not only among AI experts but with journalism. Many highly credible news outlets have embraced the "rogue" characterization. It's possible they're making a mistake, but this piece offers no actual reason to think so.
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I realize this is because thinking traces have gotten too long (and too proprietary) but the solution of hiding them almost entirely so the AI just does "magic" feels like a failure of imagination and a move towards a default of disintermediation that is worth effort challenging.
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The end of detailed summarized thinking traces for Claude and ChatGPT (likely both anti-distillation & for UX) has made being a human in the loop challenging. It pushes us towards automation, rather than augmentation, as it has become much harder to weigh in on in-process AI work
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Full text if there's an access issue
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What about humans-in-the loop with medical AI? Our @AnnalsofIM paper just published @pranavrajpurkar, Christine Zhou, Alexandra Willauer acpjournals.org/doi/10.7326/…
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