For the most part, models are not trained on the world that you would like to see, let's just say - Maribel Lopez

We need to think about representative data ... do we have to create and insert synthetic data so we get the models right to begin with? - Maribel Lopez

That gets back to a question of ethics, how do you create the perfect synthetic data? - Maribel Lopez

Awareness is a start, could there be gaps in your data and what might that do to a model?
--------------
More questions than answers.
That's how it always is at the beginning of a huge new wave.
And the first thing was..

Thanks for sharing Maribel.

Celebrate International Women's Day

Full-Length Interview

Maribel Lopez: Contextual Intelligence, Ethics and Well-Being | Work 20XX - podcast with Jeff Frick -

YouTube -

- Spotify -

- WebexAhead - https://webexahead.webex.com/contextual-intelligence-ethics-and-well-being/ - transcript and show notes - https://www.work20xx.com/episode/maribel-lopez-contextual-intelligence-ethics-and-well-being-work-20xx-08 - or wherever you podcast

#iwd #iwd24 #iwd2024 #ai #genai #ethics #models #llms #data #syntheticdata #representation #challenges #opportunities #DataRepresentation #DataEthics #RepresentativeData #ModelAccuracy #fow #futureofwork #leadership #managem #digital #hybrid #distributed #trust #culture #SyntheticData #OpenSource #OpenAI #Transparency #ExplainableAI #DataGaps #OpenSourceTools #office #Scoring #bias #HistoricalBias #trainingdata #UnderrepresentedData #AwarenessInDataScience #workplace #interview #podcast #work20xx