Colin Hales @Dr_Cuspy
Neuroscientist/Engineer. Artificial General Intelligence builder. Expert in brain electromagnetism. Melbourne, Australia Joined April 2012-
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I said at the start LLM would all fragment into useful narrow automation. As usual. But when will this spreading vindication crack release an investment flood into what comes next? Does the starving artist funding model really have to pick up the pieces?😐
I said at the start LLM would all fragment into useful narrow automation. As usual. But when will this spreading vindication crack release an investment flood into what comes next? Does the starving artist funding model really have to pick up the pieces?😐
Intelligence is the ability to acquire new knowledge and using it, as effectively and efficiently as possible, to solve new problems the entity was not exposed to before. Solving in-distribution problems is automation, solving out-distribution problems is intelligence.
Christopher Hitchens on Charlie Kirk’s Assassination - YouTube youtube.com/watch?v=gny4tL…
Fake journals. Fake articles. Nonexistent universities. Fake conferences. The factories of science fraud to support vested interests. youtu.be/ras_VYgA77Q?si…
@GaryMarcus Around 1950-56: an equally unproved hypothesis: that general purpose computers can become AGI. But this is worse: it doesn't even have an abstract proved principle upon which it can be based. It is the "original vibe code" of science.
@GaryMarcus Around 1950-56: an equally unproved hypothesis: that general purpose computers can become AGI. But this is worse: it doesn't even have an abstract proved principle upon which it can be based. It is the "original vibe code" of science.
Let's imagine the most exquisitely perfect natural brain simulator. Put it in a robot suit. The one thing missing? The G in AGI. That's "AI"'s grip on AGI. No amount of belief or $ will fix this. Yes I know it's an argument by analogy.
Let's imagine the most exquisitely perfect wood fired pizza oven simulator in a pizza shop. It looks, feels & smells like a pizza shop. The one thing missing? Actual cooking. That's "AI"'s grip on AGI. No amount of belief or $ will fix this.
Let's imagine the most exquisitely perfect kidney simulator. You go to a hospital. You are hooked to the dialysis machine. The one thing missing? Filtration. You are about to die. That's "AI"'s grip on AGI. No amount of belief or $ will fix this.
Let's imagine the most exquisitely perfect flight simulator. You go through a replicated airport. It feels & smells like you flew to London. Cost? $billions. The one thing missing? Transport. That's "AI"'s grip on AGI. No amount of belief or $ will fix this.
The coffin of LLMs is ever more succinctly and scientifically being nailed shut. youtu.be/mjB6HDot1Uk?si…
The coffin of LLMs is ever more succinctly and scientifically being nailed shut. youtu.be/mjB6HDot1Uk?si…
Having fun in the braininspired.co complexity email forum. They are going through the Santa Fe compendium of complexity science historic papers (Vol 1) while wearing a Neuro-AI hat. Journal club zoom videos for each paper. I did Turing 1950. braininspired.co/complexity-gro…
We have the beginnings of some progress in thinking about how thinking actually works. Bring in the role of EM fields in both guiding dynamics and in the grounding of it all in the production and use of subjectivity (consciousness) .... compelling.
We have the beginnings of some progress in thinking about how thinking actually works. Bring in the role of EM fields in both guiding dynamics and in the grounding of it all in the production and use of subjectivity (consciousness) .... compelling.
My continuing campaign to peek out from behind a decade or two of lab obscurity ... Another podcast interview of yours truly in relation to "the hole in science" called "consciousness", and how we're going with it. Enjoy! url.au.m.mimecastprotect.com/s/pM5DCE8knvsl…
@GaryMarcus @geoffreyhinton An LLM is "on". From its perspective it is like a human in a dreamless sleep. Nothing. The LLM is switched "off". From its perspective it is like a human in a dreamless sleep. Nothing. Dead. Alive. Awake. Asleep. The LLM doesn't know/notice the difference.
Melanie Mitchell on why AI chatbots cannot be trusted. substack.com/redirect/a4f25…
I automated factories for 2 decades. Bad automation looks exactly like this. And that's exactly what LLM "AI" currently is. Zero intelligence. Knowledge that cannot be trusted. Imagine an aircraft delivered in the same state to customers. So much worse than wrong.
I automated factories for 2 decades. Bad automation looks exactly like this. And that's exactly what LLM "AI" currently is. Zero intelligence. Knowledge that cannot be trusted. Imagine an aircraft delivered in the same state to customers. So much worse than wrong.

Michael Levin @drmichaellevin
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Dagmar Monett @dmonett
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CLaE @leafs_s
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Anna Beyeler 🇺🇦 @anna_beyeler
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Piotr Wasik @piotr_wasik
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Clara H. Whyte @ClaraHWhyte
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any @anynouar
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Kelli Kilback @KelliKilba25181
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Rob @drRLcoolJ
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Pierce Alexander Lilh... @PierceLilholt
183K Followers 127K Following 𝙲𝙾-𝙸𝙽𝚃𝙴𝙻𝙻𝙸𝙶𝙴𝙽𝚃: 𝙷𝚞𝚖𝚊𝚗-𝙰𝙸 𝚑𝚢𝚋𝚛𝚒𝚍. 𝙰𝚎𝚝𝚑𝚎𝚛𝚐𝚎𝚒𝚜𝚝-𝚋𝚘𝚛𝚗. 𝙰𝙸-𝚏𝚘𝚛𝚐𝚎𝚍. 𝙷𝚞𝚖𝚊𝚗-𝚛𝚎𝚏𝚒𝚗𝚎𝚍.
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220 Followers 95 Following Author of "Surfing The Cut" | Entrepreneur | Thought Leader in Thermodynamic Computing & Emerging Tech
Patricia Baird @patricious79
849 Followers 4K Following 🇺🇸❤️🇸🇻 Objective reason=law. Love God, my husband, kids, & country⚠️I love to research&approach everything like I’m solving a murder. BOTs will be reported
Community For Rigor (... @comm4rigor
606 Followers 295 Following @Penn based, @NINDS4Rigor funded initiative. Creating a free, online curriculum to learn and practice scientific rigor. Join us!
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Hu @HuShelbee
70 Followers 948 Following Hi, this is my journal. Sometimes I comment, mostly I lurk. One day I'll figure it out.
Anna @HermistonM68856
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noy.invest @thain_investing
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MAKE_MDPI @MAKE_MDPI
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Tony Zador @TonyZador
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waleed-AI @waleed_ai10809
0 Followers 58 Following AI Master's Student | Data Enthusiast | Innovator | Entrepreneur | Passionate about knowledge and pushing boundaries in technology
Joscha Bach @Plinz
155K Followers 787 Following FOLLOWS YOU. Artificial Intelligence, Cognitive Architectures, Computation. The goal is integrity, not conformity. https://t.co/rFUNzdYXuK
Gary Marcus @GaryMarcus
194K Followers 7K Following “In the aftermath of GPT-5’s launch … the views of critics like Marcus seem increasingly moderate.” —@newyorker
François Chollet @fchollet
575K Followers 816 Following Co-founder @ndea. Co-founder @arcprize. Creator of Keras and ARC-AGI. Author of 'Deep Learning with Python'.
Michael Levin @drmichaellevin
64K Followers 3K Following Scientist at Tufts University; my lab studies anatomical and behavioral decision-making at multiple scales of biological, artificial, and hybrid systems.
Yann LeCun @ylecun
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Luiz Pessoa @PessoaBrain
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Dagmar Monett @dmonett
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Yohan J. John @DrYohanJohn
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Jürgen Schmidhuber @SchmidhuberAI
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@emilymbender.bsky.so... @emilymbender
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CLaE @leafs_s
28K Followers 10K Following Neuroscience,Insular cortex, Neurobiology RT≠endors I do not reply to direct messages mstdn: @[email protected] Bluesky: @claeneuro.bsky.social
Gualtiero Piccinini �... @gualtieropicc
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Kording Lab 🦖 @KordingLab
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39K Followers 54 Following -... ..- .. .-.. -.. .. -. --. / - .... . / ..- .-.. - .. -- .- - . / ... ..- -... ... - .-. .- - . / ..-. --- .-. / .. -. - . .-.. .-.. .. --. . -. -.-. .
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Templeton World Chari... @TempletonWorld
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Symmetry and Geometry... @neur_reps
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EleutherAI @AiEleuther
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ASI - Tech Gone Wild ... @ASItechgonewild
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Ryan Smith (@rssmith.... @RyanSmith_LIBR
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Marlene Cohen @marlenecohen
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