Right, but the trend seems to be towards decreasing the efficiency of 
software/scripts/prompts execution and increasing the efficient use of human 
time. Human time may be more valuable (or just have a rapidly decreasing 
attention span).

Oh, I did not have the foresight to save any of those old IBM 650 manuals. Too 
busy learning new stuff to think about the day when those might be fond 
memories. Of course, they are now all online (IBM 650 Manuals 
[https://piercefuller.com/collect/650man/index.html]) and available for the day 
I might be feeling nostalgic. Thanks for the reminder!

Jim


F. James Rohlf                                    
Distinguished Professor, Emeritus and Research Professor
Depts: Anthropology and Ecology & Evolution
Stony Brook University
On 3/24/2026 3:10:21 PM, Joe Felsenstein <[email protected]> wrote:
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Jim noted that AI was:

"Computationally less efficient (so much faster computers are required) but 
easier for humans to use with even less technical knowledge of how computers 
actually work."

It is computationally less efficient if one has to do the AI interaction for 
each 
data set.  But if it is just making Python or R code and giving you that, 
then not computationally much less efficient than just doing your own 
R or Python.

(Reading Jim's list of successive stages, I was 
reminded of much past pain.  I didn't quite start 
with the IBM 650 (instead iof CDC 1604 in 1961), 
but I have saved, from Jim Crow's lab, the user 
manuals for the 650.)

Joe

----
Joe Felsenstein,   [email protected] [mailto:[email protected]], 
[email protected] [mailto:[email protected]]

Department of Genome Sciences and Department of Biology,
University of Washington, Seattle
----
PS Please do not use  [email protected] [mailto:[email protected]].  
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and mail systems often recognize that and think it is spam.

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