Create a flow to get the right meaningful and Injectio safe ChatGPT prompt.
Define the Purpose and Context
Ensure Meaningful and Relevant Prompts
Avoid Unsafe or Inappropriate Output
Test and Iterate
Implement Security Measures
Documentation and Guidelines
Continuous Monitoring and Maintenance
- Set up monitoring tools to track performance metrics such as response time and accuracy.
- Regularly analyze the monitoring data to identify any performance issues or anomalies.
- Take proactive measures to optimize the model's performance based on the monitoring results.
- Collect user feedback through surveys, support tickets, or other channels.
- Categorize and prioritize the feedback based on its impact and severity.
- Implement necessary updates or improvements to address the identified concerns.
- Follow relevant research papers, publications, and conferences in the field of language models and NLP.
- Join online communities or forums to stay informed about the latest developments.
- Evaluate the applicability of new advancements and incorporate them into the ChatGPT model if beneficial.
- Regularly conduct security audits and vulnerability assessments of the ChatGPT system.
- Stay informed about industry best practices and guidelines for ensuring security and safety.
- Implement necessary measures to address any identified security risks or vulnerabilities.
- Set up automated monitoring systems to detect changes in the ChatGPT output.
- Review the output regularly to identify any unusual patterns or unexpected behavior.
- Investigate and resolve any identified bugs or security issues promptly.
- Define a clear escalation path and responsible parties for handling security issues.
- Create incident response plans and protocols to efficiently address security incidents.
- Regularly test the incident response process to ensure its effectiveness.
- Review and update the list of blocked or filtered words, phrases, and concepts at regular intervals.
- Consider user feedback and industry standards when making updates to the list.
- Ensure the list is comprehensive and up to date to maintain appropriate content filtering.
- Define quality assurance criteria and metrics for evaluating the ChatGPT output.
- Establish a review process to assess the output against the defined criteria.
- Implement corrective actions and improvements based on the quality assurance findings.
- Implement a version control system to track changes made to the ChatGPT model.
- Ensure that all changes are properly documented with relevant details and reasons.
- Monitor and review the change log regularly to maintain transparency and accountability.
Use in Manifestly