-* **Operational Transparency:** Unlike a black box solution, PICA exposes real-time, time-stamped command logs for each measurement module, such as `[10:05:25] Keithley 6221: Ramping current to 10 mA`, Rejecting hidden automation and replacing the "black box" paradigm with transparent console logs that show every command sent to the instrument, thereby aiding debugging, ensuring the scientific reproducibility of experimental results, and allowing researchers to verify measurement protocols and troubleshoot hardware instantly.
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