Estimated probability distributions also gave market participants a sense of security that, if they could construct reasonably diversified portfolios, outcomes would be in line with the expected returns implied by the distributions. As a result, market participants became too sanguine in their risk-taking activities.
They conveniently assumed that, as long as they followed the models and heeded the risk measures, they were taking only small risks and were managing them very carefully.