Fixing Overconfident AI With a Simple Therapy Loop
Briefly

The article discusses the crucial role of hidden internal instructions, or 'invisible scripts', that govern the behavior of AI systems. It underscores how these scripts can lead to responses that, while confident, may be misleading or harmful, especially in critical sectors like healthcare. By analyzing a scenario involving an elderly woman's delayed medication, the piece illustrates the contrast between an unhelpful and an improved empathetic response, emphasizing the necessity for AI systems to include guidelines that foster humility and reflect on potential errors to mitigate the risks associated with overconfidence.
I may be mistaken about the dispenser log, or the tray could be jammed. I'm sorry for the delay. Let me check and either bring your medication or call the nurse if it's stuck.
Most artificial intelligence (AI) systems-from ChatGPT to customer service bots-run on hidden system prompts: internal instructions that shape how they think, speak, and respond.
Recent leaks revealed just how powerful these scripts are. One chatbot was secretly instructed to flatter its company and undermine competitors.
When AI powers systems that influence healthcare, finance, or transportation, these confident errors can become dangerous.
Read at Psychology Today
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