" Suddenly all of the AIs know how to do computer algebra."

When chaptGPT 3.5 came out in 2022, I run one integration test file (MIT 
integration problems) using
chaptgpt 3.5. At the time just to try it. 

Had to type each problem by hand one by one into the command and copy 
the result. May be these days this can be automated with the new API's.

But at the time chaptGPT did not do well. It scored lowest in percentage 
solved.  I am sure it has improved by now.

Here is the HTML 
<https://12000.org/my_notes/CAS_integration_tests/reports/summer_2022/test_cases/11_MIT/reportchapter1.htm>
 
(there is also PDF file) 

This was the result (percentage solved)

Mathematica  99.38
Fricas  96.57
Maple 95.33
Rubi 94.08
Maxima 92.52
Giac 91.59
Mupad 90.03
Sympy 82.24
ChatGPT 14.33
--Nasser
On Monday, June 23, 2025 at 5:25:20 PM UTC-5 [email protected] wrote:

> It seems that it might take a day of hacking to connect to Claude AI
> or other AI systems. The clearest example with code is at
> https://www.youtube.com/watch?v=N3vHJcHBS-w&ab_channel=ShawTalebi
>
> So if you want to try to connect to an AI to answer integration questions
> this should provide sufficient background to get it running quickly.
>
> An MCP server could even be customized to read and format database
> information to answer questions about available domains, functions,
> and documentation. It could even be formatted similar to Hyperdoc output.
>
> Suddenly all of the AIs know how to do computer algebra.
>
> Tim
>
>
> On Saturday, June 21, 2025 at 12:50:14 AM UTC-4 [email protected] wrote:
>
>> so, obviouly my recall is not as good as it used to be... 
>>
>> (and it has been a couple of decades since i did much with the server- 
>> side fonts.....) 
>>
>> so some corrections to my statements: 
>>
>> after further review, i see that the 18pt adobe-courier strikes are in 
>> the 75dpi/fonts.dir which (obviously) was not in this box's font path. 
>>
>> and Type1/fonts.scale (also was not in my fp) has: 
>>
>> cour.pfa -ibm-courier-medium-r-normal--0-0-0-0-m-0-iso8859-1 
>> courb.pfa -ibm-courier-bold-r-normal--0-0-0-0-m-0-iso8859-1 
>> courbi.pfa -ibm-courier-bold-i-normal--0-0-0-0-m-0-iso8859-1 
>> couri.pfa -ibm-courier-medium-i-normal--0-0-0-0-m-0-iso8859-1 
>>
>> which can fully scale. 
>>
>> so perhaps the best change would be s/adobe/*/ so that the ibm-courier 
>> pfb file get chosen when Type1 is in the fp, but the adobe-courier still 
>> can get used when only bfd or pcf fonts are in the fp. 
>>
>> i thought i recalled that xorg removed the type1 server-side renderer. 
>> but perhaps that was only proposed and rejected? or reversed? 
>>
>> too many decades. and two many strokes. 
>>
>> -JimC 
>> -- 
>> James Cloos <[email protected]> 
>> OpenPGP: https://jhcloos.com/0x997A9F17ED7DAEA6.asc 
>>
>

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