Researchers built a chatbot that only knows the world before 1931

A tech article about 'Talkie', a 13-billion-parameter language model trained on pre-1931 English texts, discussing its goals (historical reasoning and constrained knowledge), limitations (OCR transcription errors and occasional anachronistic leaks), related historical-LLM projects, and a brief consumer-privacy note about data brokers; the piece is informational and not a cybersecurity incident report.