Bubble identification requires pattern recognition over precision: bubbles have a consistent structure across cases. Key diagnostic variables: prices high relative to traditional measures, prices discounting unsustainable conditions, new buyers entering late, broad bullish sentiment, debt-financed purchases, forward buying.