How do you adapt the development process for ML/AI features where data and model performance introduce uncertainty?
4 Answers
In GenAI product development- Your role as a PM essentially shifts from writing a PRD to writing Evals in addition to PRD. The Evals are your reality check on how well th...
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Cortex VP of Product | Formerly Splunk, Deloitte • 5mo
Based on my experience at Cortex, here's how I'd approach adapting the development process for ML/AI features:All AI-driven features go through a Research Preview designa...
432 Views
Salesforce Senior Director of Product Management • 6mo
AI and ML features add uncertainty because model behavior and data quality change faster than traditional software. For example, companies like OpenAI/DeepSeek are refres...
666 Views
Superhuman Head of Product, Enterprise • 6mo
There are a few well known techniques that can help adapt product development in the world of ML/AI featuresEvals: Evals are essentially data sets that represent your key...
447 Views