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arcprize

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.

https://arcprize.org
1 project · 1 city

What builders pair with arcprize

Projects using both technologies. Select a pairing to see a project.

Built with arcprize
alBERT 1 shared project BART 1 shared project BERT 1 shared project GPT-3 1 shared project GPT-4 1 shared project LLMs 1 shared project
4 more pairings
Reasoning engine 1 shared project RoBERTa 1 shared project T5 1 shared project XLNet 1 shared project

Pairing: alBERT

Tackling the ARC challenge as a side quest

London · December 4, 2024

view project | view alBERT

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ARC: Building a Reasoning Solver
London Dec 4
arcprize BERT