Why Absolutist Language Weakens Technical Arguments and Misleads AI Prompts

A developer essay published on DEV Community argues that absolutist language — phrases like 'never,' 'always,' or 'production-ready' — makes technical arguments fragile by creating a single point of failure for counterexamples. The author contends that true nuance is not vague hedging but rather matching the strength of a conclusion to the strength of available evidence. The piece highlights AI discourse as a prime example, where polarised camps claim either that scaling will inevitably produce AGI or that LLMs can never be intelligent, neither position withstanding scrutiny. The author also links imprecise prompting to so-called AI hallucinations, reframing many such incidents as communication failures caused by compressed, assumption-laden language rather than model reasoning errors. The essay concludes that nuance should ultimately resolve into a decision, one no stronger and no weaker than the evidence supports.