AI Model Values Unknown Street Artist Over Picasso, Revealing Market Biases
A study spearheaded by Magnus Resch, an art economics lecturer at Yale, alongside a data scientist and an AI specialist from Silicon Valley, created a multimodal AI model to explore if artistic value could be assessed without considering market context. This model, which analyzed millions of images, including renowned masterpieces and high auction results, aimed to forecast auction prices based on visual traits and metadata. Notably, it appraised a Picasso at less than $1,000, while attributing a seven-figure value to a piece by an unidentified street artist captured in New York. The model yielded market-relevant outcomes only when artist identities and gallery ties were included, indicating that reputation trumps visual merit. Resch contends that AI should enhance transparency in the art market, allowing collectors to find works that resonate with their tastes, independent of traditional barriers. He is working on an AI-driven app to promote this transparency.
Key facts
- Magnus Resch, a Yale art economics lecturer, led an experiment with a data scientist and an AI expert from Silicon Valley.
- The AI model valued a Picasso at under $1,000 and a work by an unknown street artist at a seven-figure price.
- The model only aligned with real auction outcomes when artist names and gallery affiliations were included.
- Over 50% of auction value in contemporary art comes from just twenty artists.
- The art market has been in a recession for 15 years, with galleries closing and young collectors holding back.
- Resch is developing an AI-powered app to increase transparency in the art market.
- The experiment used a multimodal model (LMM) trained on millions of images with price information.
- Resch previously published a widely cited study in Science about artist success being driven by network.
Entities
Artists
- Magnus Resch
- Pablo Picasso
- Rashid Johnson
Institutions
- Yale University
- Sotheby's
- Silicon Valley
Locations
- London
- New York
- United Kingdom