Connectionists: AI at 50 videos...

Rothganger, Fred frothga at sandia.gov
Tue Aug 18 17:21:52 EDT 2026


I predict that if we ever encounter an alien intelligence, it will be non-biological (or rather, formerly-biological). This is based on the notion that machine intelligence is the normal end-state of evolution, sort of like Marovec's Mind Children.

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From: Connectionists <connectionists-bounces at mailman.srv.cs.cmu.edu> on behalf of Terry Sejnowski <terry at snl.salk.edu>
Sent: Monday, August 17, 2026 11:30 AM
To: director at inc.ucsd.edu <director at inc.ucsd.edu>; Fellous, Jean-Marc <jmfellous at UCSD.EDU>; connectionists at mailman.srv.cs.cmu.edu <connectionists at mailman.srv.cs.cmu.edu>
Subject: [EXTERNAL] Re: Connectionists: FW: AI at 50 videos...

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Jean-Marc -

I was there and gave a talk, the only one on neural networks.  I learned a lot from the other speakers.

I just listened to the questions at the end of my talk.  I pretty much predicted what was going to happen in AI and thought it would take 50 years.  I was wrong, it took less than 20 years.

One of the questions at the end was about intelligent aliens who appear and don't have human brains.
This was a set piece in my recent book on ChatGPT and the Future of AI, where ChatGPT is the alien.

I gave my version of that meeting in my first book on the Deep Learning Revolution.  Every talk that reported progress did so because they had enough data to analyze, including Gene Charniak who was trying to parse sentences and Takeo Kanade working on computer vision (These two talks are not included in the list).  At the end Marvin Minsky accused them for just working on applications, not real AI.

Terry

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On 8/17/2026 9:18 AM, Fellous, Jean-Marc wrote:

In case you did not see this: Some amazing lectures and (now historical) perspectives… the most interesting parts are when they tried and predicted the future of AI!



From: Connectionists <connectionists-bounces at mailman.srv.cs.cmu.edu><mailto:connectionists-bounces at mailman.srv.cs.cmu.edu> On Behalf Of George Cybenko
Sent: Monday, August 17, 2026 6:00 AM
To: connectionists at mailman.srv.cs.cmu.edu<mailto:connectionists at mailman.srv.cs.cmu.edu>
Subject: Connectionists: AI at 50 videos...



In 2006, we held a 50th anniversary conference at Dartmouth to commemorate

the historic 1956 meeting that coined the term "artificial intelligence."  At that time,

five of the surviving original participants attended.  Today they are all gone.



I just recently posted videos of the talks from the AI at 50 meeting at



https://sites.dartmouth.edu/cybenko/dartmouth-ai50-videos/<https://urldefense.com/v3/__https:/sites.dartmouth.edu/cybenko/dartmouth-ai50-videos/__;!!Mih3wA!HX5M154b9l4fIHZdxakK00FZ4H1IPqVHrV_pC-lh-4XwoZ6CvDp7SyXZ-ObDk5oWYIct3ux47KDlf3KvyIoMq7VLCwxY0JhC$>



INobody foresaw what is happening in AI today and in fact,

there were several digs against neural networks etc.



Enjoy!



Regards

George Cybenko

--

George Cybenko, Dorothy and Walter Gramm Professor of Engineering

Dartmouth College, 8000 Cummings Hall, Hanover NH 03755 USA



email:          gvc at dartmouth.edu<mailto:gvc at dartmouth.edu>

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