AI agents don't collapse due to insufficient processing power or algorithmic limitations. The real breakdown happens when money enters the equation—and nobody can clearly trace what decisions were made, in what order, or why.

That's where it falls apart. In financial environments, users need full visibility into execution paths and decision logic. Without transparent verification mechanisms, even the most sophisticated AI becomes unreliable at scale. The credibility gap widens when black-box operations handle capital flows. This transparency gap is precisely what needs solving before autonomous agents can safely operate in high-stakes markets.