Will LLMs become a ubiquitous part of everyday life by June 2026?

Will there by a major breakthrough in LLM continual learning before 2027?

Will a frontier-level diffusion LLM exist by 2028?

Will there be any major breakthrough in LLM continual learning before 2029?

Will the highest-scoring LLM on Dec 31, 2026 show <10% improvement over 2025's best average benchmark performance?

Will there be any major breakthrough in LLM continual learning before 2028?

Will the most advanced LLM stop being from a US-based company any time before 2030?

Will any widely used LLM be pre-trained with abstract synthetic data before 2030?

Will an LLM improve its own ability along some important metric well beyond the best trained LLMs before 2026?

Will the most interesting AI in 2027 be a LLM?