Developments in AI & Numismatics: 2026 so far

AlbumNerd

As someone closely following AI developments in our world, I thought the community would enjoy this writeup.

AI showed up everywhere in coins this year including government mints, third-party graders, dealers, patents, and even a circulation coin.

Check out these 19 developments so far in 2026. Accuracy % figures are each company's own claims, not mine.

Tap a name for the source if one catches your eye.

What are you seeing out there?

1. Vardera (ID / grade benchmark)
2. CoinAILyzer (Morgans, VAMs, Greysheet)
3. Reliqra (dealer inventory AI)
4. CounterMint (slab snap → spot quotes)
5. Boysel patent (two-sided read + sort)
6. QCG (desktop grader, Fall/Winter 2026 ship)
7. Numismatist AI (waitlist)
8. Royal Mint (RFI: AI proof inspection)
9. Numista (search-by-image year/grade)
10. Skoltech / Central University (vision-language grading research)
11. NGC (AI pilot letter, Dec 2025)
12. Collectors / PCGS parent (AI counterfeit patent; coins in the text)
13. StackerKit (AI tools coming 2026)
14. SpotPro (AI inventory / coin lookup)
15. Error Hunter (archived; live site was down)
16. South Africa 2 Rand Women's March (AI-assisted design)
17. Aizang patent (metal check + 3D wear)
18. Coinaikon (AI ID/grade app)
19. NumisVault Delphi (ancient ID from museum refs)

johnny9434

Does NA fit? (Numismatics anonymous)

AlbumNerd

@johnny9434 said:
Does NA fit? (Numismatics anonymous)

Numismatics Anonymous has been around since eBay started accepting credit cards.

lilolme

This one 'sounds' like it could be involved in that ebay authenticity check.

https://patents.google.com/patent/US12400462B2/en
.

Typekat

Is anyone else suspecting that AI is being used in some major coin auctions lot descriptions?
Not entirely of course, but it seems to me some of the ‘filler’ verbiage is more ‘fuzzy’ than usual.

AlbumNerd

@lilolme said:
This one 'sounds' like it could be involved in that ebay authenticity check.

https://patents.google.com/patent/US12400462B2/en
.

Vardera is in talks with eBay about a potential partnership. That's what their founders have said on LinkedIn videos they've posted.

@Typekat said:
Is anyone else suspecting that AI is being used in some major coin auctions lot descriptions?
Not entirely of course, but it seems to me some of the ‘filler’ verbiage is more ‘fuzzy’ than usual.

eBay has given sellers the ability to generate listing descriptions with AI for a while. It'd be trivially easy for auction companies to set up something similar.