Using Artificial Intelligence (AI) in Coin Collecting

Discussion in 'Coin Chat' started by Eric Babula, Feb 4, 2026.

  1. Eric Babula

    Eric Babula Well-Known Member

    That sounds like a fun little side project for you!
     
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  3. SensibleSal66

    SensibleSal66 U.S Casual Collector / Error Collector

    Like he doesn't have enough to do. Feed the Dogs, Cats, Hog, do homework, do dishes, sweep the floor, paint the fence..... :eek::rolleyes:
     
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  4. Joshua Lemons

    Joshua Lemons Well-Known Member Supporter

    I occasionally use Google image search for strange numismatic items and the photo app I use on my phone has an AI button that has helped my terrible photos look better. Other than that, I haven't really messed with anything else. I could see the potential benefits of using it though and I definitely think AI will increasingly become heavily integrated into our lives.
     
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  5. lordmarcovan

    lordmarcovan Eclectic numismatist Moderator

    Oh? Sounds intriguing.
     
  6. samclemens3991

    samclemens3991 Well-Known Member

    I have commented on this before but will have my say. there are 2 major problems with current AI, (This is also stated by 3 of the creators of current AI). 1 Everything they do or use is derivative. this is to say they have no original thinking; they only respond to data, period. 2 they have been programmed to discount all human involvement as flawed but to accept all computer/AI information as accurate. This means if even 1 AI program finds and acccepts flawed information all AI programs now acccept the incorrect information as fact. The creators admit they were forced to rush a product to market and all 3 admit making this mistake. It will only be when an AI program is created or reprogrammed to be a true sceptic that AI will be able to advance.
    I have also said on other sites that there is only 1 way I see AI gaining traction in the hobby. They could set up a CAC type stickering program to offer either more advanced opinions on coins in existng slabs (IE, think a grade of AU-54.2), or to recognize varieties, die marriages etc. (Messydesk in a box). James
     
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  7. Joshua Lemons

    Joshua Lemons Well-Known Member Supporter

    I'm not sure what it does exactly but it balances all of the settings to make the photo better. All of the lights in my house are either too blue or yellow when I take photos and it evens that out.
     
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  8. Eric Babula

    Eric Babula Well-Known Member

    Wouldn't the analysis of a coin only be as accurate as the photo taken (by a human) is of high quality? There are a lot of bad photographers out there (just look at ebay), which would make it impossible for AI to accurately analyze a coin, no?
     
  9. samclemens3991

    samclemens3991 Well-Known Member

    @Eric Babula . My biggest concern with the AI when it comes to grading is that something a person might see and take into account; something like a weak strike, mild cleaning, plnachet flaw etc. ; could easily become part of the "standard" for a particular grade. Nex thing anyone knows the computers are downgrading coins because they don't have a small gouge near the date or think all coins of a specific grade must have a certain toning. I think human riview is going to be a constant thing; the next problem is convincing the AI program that the human is right. James
     
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  10. ToughCOINS

    ToughCOINS Dealer Member Moderator

    True . . . seems the litmus test for when to use AI is when you simply want an answer, and not an education.
     
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  11. lordmarcovan

    lordmarcovan Eclectic numismatist Moderator

    "Steven59" on Collectors Universe just did something cool with AI. He ran the portrait of the new dime through Chat GPT to "bring it to life".

    [​IMG]

    [​IMG]

    Others have asked him to do the Capped Bust Liberty, and I suggested the Draped Bust as well. It'll be interesting to see what he (it) comes up with there.
     
  12. GoldFinger1969

    GoldFinger1969 Supporter! Supporter

    Some of this AI stuff is really impressive -- and scary. :wideyed:
     
  13. lordmarcovan

    lordmarcovan Eclectic numismatist Moderator

    Yes. I figure we might as well enjoy playing with it as a toy until it finally takes over the world and enslaves humanity. ;)
     
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  14. lordmarcovan

    lordmarcovan Eclectic numismatist Moderator

  15. ksmooter61

    ksmooter61 Not in Kansas anymore

    That doesn't look anything like the 1836 to me, not even close. The first one however looks like it could be the model used for the new dime.
     
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  16. lordmarcovan

    lordmarcovan Eclectic numismatist Moderator

    Yeah, it even got the hair strands just right on the first one.
     
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  17. Eric Babula

    Eric Babula Well-Known Member

    The AI picture looks prettier (to me) than what I would imagine from the coin. YMMV.
     
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  18. Alabama Stacker

    Alabama Stacker New Member

    Google's AI seems to have hallucinations about some coins. I just acquired a number of Morgans marketed as "XF," and they are indeed nice. One 1879-O looks extra nice (CoinKnow rated it a 60, and I agree) so I asked Google AI about the value. Among other things, it said the following:

    "Variety Check
    Look closely at the reverse. There is a rare variety called the 1879-O "Large O" (where the mint mark is significantly bigger). If you have a confirmed "Large O" in XF condition, the value can jump to $250–$400+.

    To identify the 1879-O Large O vs. Small O, look closely at the mint mark on the reverse of the coin, located above the letters "D" and "O" in the word "DOLLAR".

    The Difference
    • Small O (Common): This is the standard mint mark used for the majority of the 2.8 million coins struck in New Orleans that year. It is a relatively small, neat oval.
    • Large O (Rare): This is a specific variety (often cataloged as VAM-26) where a larger "O" punch was used. It appears thicker and fills more of the space between the eagle's tail feathers and the wreath."
    I got a bit excited, because the "O" definitely looks larger on this one than the O on some other dates I have. I tried to find comparison pictures or any other info on this and found nothing anywhere. I looked and looked! Today, I went back to Google's AI again, and now it says this:

    "
    While the term "Large O" is often used by collectors to describe a standard mint mark, the 1879-O Morgan silver dollar does not have a officially recognized "Large O" vs. "Small O" variety in the same way the 1879-CC (Carson City) does.
    However, there is a very rare and valuable variety called the 1879-O/S (O over S), where an "O" was punched over an "S" mint mark. If you are seeing something unusual about the mint mark, it may be one of these:"

    So that kind of let the air out of my balloon. Has anybody ever heard of this "large O/small O" mint mark business? Or was this an AI hallucination?
     

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  19. 16ga

    16ga Member

    I came across a version of chatgpt called numi. I've started to use it a little.
    I don't yet know that I'd trust it own its own but with foreign coins that I'm not sure on it can identify them and then i can ask it questions about the coin. It at least points me in the right direction.
    Its also able to grade coins but I find its lacking and sometimes needs walked though the process. I would not trust its grades on its own but on things I'm not familiar with i can get a quick starting point at least and it will give guidelines for the grade.
     
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