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How do you adapt the development process for ML/AI features where data and model performance introduce uncertainty?

Puja Hait
Google Group Product Manager5mo
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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2214 Views
Kara Gillis
Cortex VP of Product | Formerly Splunk, Deloitte5mo
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...
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432 Views
Manjeet Singh
Salesforce Senior Director of Product Management6mo
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...
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666 Views
Farheen Noorie
Superhuman Head of Product, Enterprise6mo
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...
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447 Views