The best recommendation to address the risk of privileged application accounts with passwords set to never expire in a 24/7 processing environment is to introduce database access monitoring into the environment.
Database access monitoring is a security control that tracks and records all activities and transactions performed on a database, especially by privileged users or accounts. Database access monitoring can help address the risk of privileged application accounts with passwords set to never expire by detecting and alerting any unauthorized or abnormal access or actions on the database. The other options are not as effective as database access monitoring in addressing the risk, as they may cause disruption to the business or violate the access management policy. Modifying applications to no longer require direct access to the database is a complex and costly solution that may affect the functionality or performance of the applications, and it may not be feasible or practical in a 24/7 processing environment. Modifying the access management policy to make allowances for application accounts is a risky solution that may create exceptions or loopholes in the policy, and it may not comply with the best practices or standards for password management. Scheduling downtime to implement password changes is a disruptive solution that may affect the availability or continuity of the systems or applications, and it may not be acceptable or possible in a 24/7 processing environment. References: CISA Review Manual (Digital Version), Chapter 5, Section 5.2.4

The first course of action that the auditor should recommend after finding that several employees are spending an excessive amount of time using social media sites for personal reasons is to implement policies addressing acceptable usage of social media during working hours. Policies can help define the scope, purpose, rules, and expectations of using social media in the workplace, both for personal and professional reasons. Policies can also specify the consequences of violating the policies, such as disciplinary actions or termination. Policies can help deter employees from misusing social media at work, which could affect their productivity, performance, or security. Policies can also help protect the organization from legal liabilities or reputational damages that could arise from inappropriate or unlawful employee behavior on social media.

Materiality is the primary consideration when determining which issues to include in an audit report, as it reflects the significance or importance of the issues to the users of the report. Materiality is a relative concept that depends on the nature, context, and amount of the issues, as well as the expectations and needs of the users. Materiality helps the auditor to prioritize the issues and communicate them clearly and concisely.
References
ISACA CISA Review Manual, 27th Edition, page 256
Materiality in Auditing - AICPA
Materiality in Planning and Performing an Audit - IAASB

Clustering is a technique that allows multiple servers to work together as a single system, providing high availability, load balancing, and fault tolerance. Clustering can limit the potential impact of server failures in a distributed environment, as it can automatically switch the workload to another server in the cluster if one server fails, without interrupting the service. Redundant pathways, failover power, and parallel testing are also useful for improving the reliability and availability of servers, but they do not directly address the issue of server failures.

If the audit team lacks the necessary knowledge to audit a system that uses an AI algorithm, engaging external consultants who have audit experience and knowledge of AI would be the best approach12. These consultants can provide the expertise needed to effectively audit the AI system12. This approach ensures that the audit is conducted thoroughly and accurately, without requiring the audit team to acquire new skills or knowledge12.
References:
Auditing Guidelines for Artificial Intelligence - ISACA
An In-Depth Guide To Audit AI Models - Censius