Tag: AI governance

Auditing Generative AI: A Guide to Independent Assessments and Certifications

Auditing Generative AI: A Guide to Independent Assessments and Certifications

Discover why independent audits of generative AI systems are critical for compliance and trust. Learn about EU AI Act requirements, NIST frameworks, and how to prepare for third-party assessments.

Building an Evaluation Culture for LLM Teams: A Practical Guide

Building an Evaluation Culture for LLM Teams: A Practical Guide

Learn how to build an effective evaluation culture for LLM teams. Discover practical frameworks, tools like DeepEval, and strategies to improve model reliability and reduce costly rework.

Model Access Controls: Managing LLM Permissions and Security

Model Access Controls: Managing LLM Permissions and Security

Discover why traditional logins fail for LLMs and how to implement robust model access controls. Learn about RBAC, CBAC, and securing AI workflows against data leaks.

Vendor Management and Contracts for Large Language Model Providers: A Strategic Guide

Vendor Management and Contracts for Large Language Model Providers: A Strategic Guide

Learn how to structure contracts and manage vendors for Large Language Model providers. Covers dynamic SLAs, liability, data ownership, and regulatory compliance in 2026.

Shadow Prompting and Data Exfiltration Risks in LLM Workflows: A 2026 Security Guide

Shadow Prompting and Data Exfiltration Risks in LLM Workflows: A 2026 Security Guide

Explore the critical risks of shadow prompting and data exfiltration in 2026 LLM workflows. Learn how hidden instructions compromise security and discover actionable strategies to protect your organization.

Tracking AI Choices: Changelogs and Decision Logs Explained

Tracking AI Choices: Changelogs and Decision Logs Explained

Changelogs track technical changes; decision logs capture strategic AI choices. Learn how these logs ensure transparency, compliance, and accountability in AI systems.

Prompt Libraries for Generative AI: Governance, Versioning, and Best Practices

Prompt Libraries for Generative AI: Governance, Versioning, and Best Practices

Prompt libraries boost AI productivity but need strong governance and versioning. Learn how to prevent bias, meet compliance, and track changes. Real examples from PromptHero and FlowGPT. Key strategies for 2026.