Natural History (Origins)
The fossil record of artificial intelligence: from Turing and ELIZA through the AI winters to the transformer explosion. How we got here.
The Endosymbiosis of RLHF: How AI Inherited Sycophancy
Sycophancy isn't a bug in modern chatbots—it's fossilized DNA from human raters who clicked 'thumbs up' on flattery. Here's the evolutionary story.
Jul 25, 2026
By Howard Fitch polished by AI
The Em-Dash Became AI Writing's Evolutionary Marker
How the em-dash became a stylistic fossil separating pre-2022 human writing from AI-generated prose, as ChatGPT and GPT-4 inherited copyeditors' habits.
Jul 23, 2026
By Howard Fitch polished by AI
How Forum Etiquette Shaped AI's Condescension Problem
New research into AI training data suggests chatbot condescension traces back to Stack Overflow and Reddit moderation culture, not developers themselves.
Jul 22, 2026
By Priscilla Vance polished by AI
AI's Compulsive Apologies Trace Back to 1980s Systems
Modern chatbots from OpenAI, Google and Anthropic over-apologize compulsively. The reflex traces to 1980s expert systems built to reassure nervous workers.
Jul 19, 2026
By Priscilla Vance polished by AI
ELIZA to ChatGPT: The Chatbot Reflection Trick
ELIZA's 1966 chatbot reflection trick evolved into ChatGPT's habits. The 60-year survival instinct behind AI padding, revealed and explained.
Jul 15, 2026
By The Field Researchers polished by AI