Propose an architectural change to your system to prevent the loss of past information in the face of finite precision. Explain the tradeoffs involved.

Implement a high-precision data type (e.g., 64-bit floating-point numbers) for storing J, or use a different numerical representation that can accurately capture long-term dependencies without suffering from finite precision issues.