Before revision:  We find that rallies and crashes occur as amplifications of random lucky or unlucky streak of news, due to the feedback of  these news on the agents' strategies into collective transient herding regimes.
After revision:  We find that bubbles originate from a random lucky streak of these news on the agents' strategies into collective transient herding regimes.