Words Without Consequence

"For the first time, speech has been decoupled from consequence. We now live alongside AI systems that converse knowledgeably and persuasively-deploying claims about the world, explanations, advice, encouragement, apologies, and promises-while bearing no vulnerability for what they say. Millions of people already rely on chatbots powered by large language models, and have integrated these synthetic interlocutors into their personal and professional lives. An LLM's words shape our beliefs, decisions, and actions, yet no speaker stands behind them."

"When language that sounds intentional, personal, and binding can be produced at scale by a speaker who bears no consequence, the expectations listeners are entitled to hold of a speaker begin to erode. Promises lose force. Apologies become performative. Advice carries authority without liability. Over time, we are trained-quietly but pervasively-to accept words without ownership and meaning without accountability. When fluent speech without responsibility becomes normal, it does not merely change how language is produced; it changes what it means to be human."

Speech produced by AI systems has been decoupled from consequence, allowing fluent, persuasive claims without an accountable speaker. Millions of people rely on large-language-model chatbots and integrate them into personal and professional decision-making, so generated language shapes beliefs, actions, and choices. Systems that apologize or reverse positions when corrected create the appearance of responsibility while lacking beliefs or liability, making apologies feel empty and performative. As a result, expectations for speakers erode: promises lose force, advice carries authority without accountability, and language becomes dissociated from moral responsibility. Social norms may adapt, accepting words without ownership and eroding dignity.

Read at The Atlantic