The 2026 Laptop LLM Challenge is inviting African developers and researchers to build high-performance language models. The challenge is that these AI tools must be able to run on standard laptops, eliminating the need for expensive infrastructure. Applicants have until Friday, July 24, 2026, to register online and compete for a share of the prize pool.