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Exercise

Types of assumptions

Popular prioritization frameworks
Exercise

Popular prioritization frameworks

Exercise

Assessing the risks of a solution

Exercise

Unpredictability and edge cases

Signs your product needs an audit
Exercise

Signs your product needs an audit

Frameworks for product decisions
Exercise

Frameworks for product decisions

Exercise

Assess risks

Exercise

What product trade-offs are

Exercise

Recognizing churn risk indicators in journey maps

Segmenting risk levels
Exercise

Segmenting risk levels

Exercise

Risk assessment

Risk assessment frameworks for AI features
Exercise

Risk assessment frameworks for AI features

Exercise

Red flags in data discussions

Exercise

Recognizing AI capability boundaries

Exercise

Establishing accountability protocols

Making precision and recall tradeoffs
Exercise

Making precision and recall tradeoffs

Applying the RICE framework to feature decisions
Exercise

Applying the RICE framework to feature decisions

Exercise

Understanding relative estimation

Scoring and ranking decisions
Exercise

Scoring and ranking decisions

Exercise

Presenting guardrail metrics to stakeholders

Exercise

Communication planning

Exercise

Managing implementation risks

Identifying the illusion of certainty in planning
Exercise

Identifying the illusion of certainty in planning

Exercise

Setting appropriate human oversight checkpoints

Run a SWOT analysis
Exercise

Run a SWOT analysis

Evaluate data quality and reliability
Exercise

Evaluate data quality and reliability

Ethical considerations
Exercise

Ethical considerations

Exercise

Breaking down the RICE formula

Exercise

Analyzing high-stakes situations

Recovering control when automation fails
Exercise

Recovering control when automation fails

Recovering from failures
Exercise

Recovering from failures

Exercise

Multi-year planning

Applying RICE to a product scenario
Exercise

Applying RICE to a product scenario

Exercise

Preparing for emerging risks

Recovering from trust breakdowns
Exercise

Recovering from trust breakdowns

Risk assessment
Exercise

Risk assessment

Exercise

From useful inaccuracies to harmful errors

Adapting transparency to risk levels
Exercise

Adapting transparency to risk levels

Risk assessment for sprints
Exercise

Risk assessment for sprints

Exercise

Identifying risks in dependency chains

ROI and payback period analysis
Exercise

ROI and payback period analysis

Exercise

Scaling readiness evaluation

Exercise

Decide when validation is strong enough to move forward

Burn rate and runway calculations
Exercise

Burn rate and runway calculations