All Episodes
Displaying 61 - 80 of 92 in total
Episode 61 — Prioritize AI Risks for Action: Triage Methods That Avoid Analysis Paralysis (Domain 2)
Efficient risk management requires a disciplined approach to triage, ensuring that the most critical AI vulnerabilities are addressed before resources are spent on low...
Episode 62 — Design Control Libraries for AI: Reusable Patterns Across Use Cases (Domain 2)
Efficiency in Domain 2 is achieved by moving away from bespoke control design for every project and toward a centralized library of reusable control patterns. This epi...
Episode 63 — Write Executive-Ready AI Risk Reports: Clear Findings and Clear Decisions (Domain 1)
The impact of a risk professional is often determined by their ability to write reports that lead to decisive action from executive leadership. This episode focuses on...
Episode 64 — Establish AI Risk Metrics Dashboards: What to Track and What to Ignore (Domain 2)
A well-designed risk dashboard provides real-time visibility into the health of an organization’s AI ecosystem, but its value depends on selecting the right metrics. T...
Episode 65 — Manage Reputation Risk from AI: Trust Events, Public Response, and Recovery (Domain 1)
Reputation is an intangible yet critical asset that can be shattered by a single visible AI failure, making its management a key focus of Domain 1. This episode explor...
Episode 66 — Navigate Regulatory Expectations: How to Stay Aligned Without Overpromising (Domain 1)
As global AI regulations evolve, organizations must learn to navigate a complex web of requirements without committing to standards they cannot realistically meet. Thi...
Episode 67 — Handle Intellectual Property Risks: Training Data Rights and Output Ownership (Domain 1)
Intellectual property (IP) risks in AI represent a "two-way street" involving the data used to train models and the content generated by those models. This episode det...
Episode 68 — Control Model Use in Decisioning: Credit, Hiring, Healthcare, and Safety Cases (Domain 1)
When AI is used to make decisions that significantly impact people's lives—such as in credit, hiring, or healthcare—the risk management requirements become significant...
Episode 69 — Govern Generative AI Use: Content Risk, Brand Risk, and Leakage Risk (Domain 3)
Generative AI introduces a unique set of risks—including content hallucinations, brand damage, and accidental data leakage—that require specialized governance in Domai...
Episode 70 — Control Shadow AI in the Business: Discovery, Policy, and Safe Alternatives (Domain 1)
Shadow AI—the unauthorized use of AI tools by employees—represents a major "blind spot" for risk management that must be addressed in Domain 1. This episode details st...
Episode 71 — Spaced Retrieval Review: Governance, Program, and Lifecycle Quick-Mix Practice (Domain 2)
Mastering the AAIR exam requires the ability to quickly pivot between high-level governance decisions, program management mechanics, and technical lifecycle controls. ...
Episode 72 — Exam Acronyms: High-Yield Audio Reference for AAIR Candidates (Glossary)
The AAIR exam is dense with acronyms that represent complex technical and regulatory concepts, and mastering them is essential for speed and accuracy during the test. ...
Episode 73 — Essential Terms: Plain-Language Glossary for Fast AAIR Risk Recall (Glossary)
Beyond acronyms, the AAIR exam relies on a precise set of technical terms that define the boundaries of artificial intelligence risk management. This episode provides ...
Episode 74 — Tie It Together: How Governance Drives Program and Lifecycle Outcomes (Domain 1)
This episode serves as a strategic bridge, illustrating how the high-level decisions made in Domain 1 directly dictate the operational success of Domain 2 and the tech...
Episode 75 — Build a Cross-Functional Playbook: Who Does What During AI Risk Events (Domain 2)
When an AI risk event occurs, time is the enemy, and a cross-functional playbook is the primary tool for a coordinated and effective response. This episode details the...
Episode 76 — Create a First 90-Day Plan: Launching AI Risk Governance That Sticks (Domain 2)
The first 90 days of an AI risk governance initiative are critical for establishing credibility and building the momentum needed for long-term success. This episode pr...
Episode 77 — Build a Second-Line Mindset: Challenge, Validate, and Improve Without Blocking (Domain 1)
As a risk professional, adopting a "Second-Line Mindset" is essential for providing effective oversight while still enabling the organization to innovate. This episode...
Episode 78 — Strengthen AI Risk Culture: Incentives, Accountability, and Psychological Safety (Domain 1)
A robust risk culture is the most effective long-term control an organization can implement, as it drives individual behavior when policies aren't being watched. This ...
Episode 79 — Make Controls Practical: Prevent Checkbox AI Risk and Focus on Outcomes (Domain 2)
To be effective, AI controls must be practical and integrated into the existing developer workflow, rather than being treated as a separate "checkbox" compliance exerc...
Episode 80 — Spaced Retrieval Review: Rapid Recall for High-Yield AAIR Decisions (Domain 2)
As we approach the final stages of prep, this episode provides a high-intensity spaced retrieval session focused on the most critical, high-yield decisions you will fa...