# arcprize Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/arcprize
> Markdown URL: https://aitinkerers.org/technologies/arcprize.md
> Technology record last updated: 2026-03-18T13:26:38Z
> Generated: 2026-10-23T11:51:48Z

A $1.1 million competition to bridge the gap between LLMs and human-level reasoning through the ARC-AGI benchmark.

ArcPrize is a global challenge hosted on Kaggle to solve the Abstraction and Reasoning Corpus (ARC-AGI) created by François Chollet. While current AI models excel at pattern matching, they struggle with the novel logic puzzles in ARC that require fluid intelligence. The prize pool offers $1,100,000 to teams that can develop open-source algorithms capable of human-like generalization (scoring 85% or higher). By focusing on efficient learning from few examples rather than massive data ingestion, ArcPrize serves as the primary industry yardstick for measuring progress toward true Artificial General Intelligence.

- Official technology site: https://arcprize.org
- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Tackling the ARC challenge as a side quest](https://london.aitinkerers.org/talks/rsvp_bKwAmYkOurk)

- Event context: AI Tinkerers London - December Meetup 🎄 — 2024-12-04 — London
- Public talk page: https://london.aitinkerers.org/talks/rsvp_bKwAmYkOurk

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