Question

Read the following passage on public administration and answer the question that follows:

"The imperative to integrate automated decision-making systems into public administration is frequently articulated as a panacea for bureaucratic inertia, operational inefficiency, and resource allocation bottlenecks. Advocates promise a realm of administrative neutrality where algorithmic precision replaces human arbitrariness. However, an uncritical embrace of techno-solutionism risks obscuring the profound normative implications of automated governance. Algorithms are not transcendent vectors of objective truth; they are codified human choices embedded with historical biases, implicit values, and structural asymmetries. When deployed in sensitive domains such as social welfare auditing, predictive policing, or civil service evaluations, automated tools often standardise opacity under the guise of technical efficiency.

This is not an argument for luddite rejectionism or the preservation of calcified bureaucratic procedures. Technological innovation undoubtedly offers unmatched analytical scale and procedural speed. Rather, the central challenge lies in constructing robust regulatory architecture—characterised by algorithmic auditability, institutional accountability, and continuous human oversight—to ensure that automated systems remain subordinate to constitutional principles and procedural fairness. The transition toward digital governance must be tempered by a vigilant recognition that efficiency cannot substitute for equity, nor can statistical probability supplant administrative justice."

Which of the following best characterizes the author's overall tone and attitude toward the adoption of automated decision-making systems in public governance?