Intelligence Disruption Index – Is AI replacing human work?
Curated signal aggregation, but lacks novel methodology and competes against actual labor statistics.

Arc visualization for artifact provenance is genuinely novel at this scale.
Researchers, provenance scholars, museum professionals, people interested in cultural repatriation
Google Arts & Culture · Wikidata
Started as my MA thesis in 2022, kept building since, mostly solo with a little funding. Fully open source, self-hosted, AGPL-3.0, Next.js + Deck.gl on the frontend, Strapi backend, Python ETL pulling from museum open-access APIs. Currently indexing over 100k artifacts from all over the world, across 8 collections (Met, V&A, SMB Berlin). Recently added an md export so researchers can download provenance data for a filtered set of artifacts.
The infrastructure is conceptualized as an indexer, not a hoster. Even images are kept as URLs pointing to the source institutions. It's connective tissue between archives that were never designed to speak to each other, with an origin-first search UI concept. The data model is on purpose flat, to avoid encoding problematic taxonomies, and routes researchers directly to the source giving responsibility to the source institutions rather than duplicating institutional data. It indexes the relationship between origin sites and destination collections.
Coming from a design background, taking this project from prototype to production app has been incredibly rewarding, but honestly it’s getting a little bit overwhelming to scale alone. I would love community’s feedback on performance scaling, any code contributions, data pipelines for missing museum apis or general feedback.
Repo: https://github.com/hburakyel/ex-situ
Live: https://exsitu.app
Curated signal aggregation, but lacks novel methodology and competes against actual labor statistics.
Local library for AI HTML artifacts with one-click GitHub Pages sharing.
TikTok-style swiping for museum art when Google Arts & Culture already exists.
Brutalist news site with anonymous soapbox and chaos index when everyone else chases engagement.
5.8M artworks searchable by concept, style, and 5000-year time range.
Turns quadratic spatial joins into linear integer range checks via Hilbert curve ordering.