According to Ai 姨, a failed transaction record on a blockchain explorer like Bscscan shows only the invocation of the PancakeSwap trading contract, with the failure reason stated as 'execution reverted'. However, it does not reveal the specific tokens involved in the transaction. This information is crucial for traders to understand potential transaction pitfalls and contract interaction failures. (Source: Ai 姨 on Twitter)