Pattern Recognition Myth in Pokies
What the term means
Humans readily find shapes, sequences and stories in random data. Pattern recognition becomes a gambling myth when those patterns are treated as reliable signals of the next independent outcome.
How the system or behaviour works
A run like loss-loss-win-loss-win can always be described after it happens; the difficulty is specifying a rule that predicts new outcomes more accurately than the stated probability model. Highlight reels and recent-history displays can amplify retrospective pattern finding.
Example and interpretation
After seeing two wins every few minutes, a person may believe the machine has a cycle. If the game is independent, the supposed cycle may vanish as soon as enough subsequent rounds are recorded.
Limits and cautions
Not every observed pattern is meaningless: a persistent collection feature can have real state. The distinction is whether documented mechanics explain the change rather than whether a sequence looks memorable.
Related concept to keep separate
For a different question, see Illusion of Control in Pokies (/pokies/illusion-of-control/). The comparison helps distinguish the present topic from a neighbouring concept without assuming the two share the same rules or conclusions.