Ask any LLM "is NVDA bullish here?" and it will answer with total confidence — a cup-and-handle here, a win rate there, an "expect a 4% move." The problem: most of it is invented. Language models are fluent in the vocabulary of technical analysis but have no grounded source for the numbers. They'll give you a win rate they made up.

If you're...