A linguist used a language model to simulate 5 centuries of evolution, with each century modeled over 200 days at 6 hours per day. Afterward, she ran a deeper analysis on a pivotal 50-year span for 15 extra days. How many total hours did the project take?

Mon, 04 May 2026 20:59:48 +0000

**How Many Hours Did a Linguist Spend Simulating Centuries with a Language Model?** What if one person used a language model not for casual prompts—but to model five centuries of linguistic evolution, spending 200 days a year on over two centuries? That’s nearly 500 days of deep simulation—more than 12,000 hours—followed by 15 extra days of focused analysis on just one pivotal 50-year span. The total? Over 12,780 hours. This intricate project blends computational linguistics, natural language processing, and historical pattern analysis. At the core is a linguist leveraging language models to reconstruct how human language might evolve under consistent digital influence across centuries—embedding changes in vocabulary, syntax, and stylistic trends across vast timeframes. Each century was simulated over 200 days, with six hours daily dedicated to iterative training, pattern recognition, and validation. Run over two full centuries plus 15 additional days of deep dive, the effort reflects a growing interest in how technology shapes long-term language development. ### Why This Project Is Gaining Attention in the U.S.