• The Science Circuit Ep.23 - Assessing AI: Metrics, Bias, and Fairness

  • May 28 2024
  • Length: 12 mins
  • Podcast

The Science Circuit Ep.23 - Assessing AI: Metrics, Bias, and Fairness

Listen for free

View show details

  • Summary

  • In this episode of "The Science Circuit," we delve into the intricacies of evaluating Large Language Models (LLMs), exploring both the mechanics of performance metrics like BLEU scores, ROUGE, and the F1 Score, and the ethical considerations associated with AI fairness and bias. We discuss the challenges of ensuring that these AIs not only perform tasks accurately but also navigate the complex human landscape without perpetuating stereotypes or biases, emphasizing the importance of robust, ongoing testing and diverse datasets. By unraveling the complex mix of technical assessments and the essential cultural sensitivities, we aim to foster a generation of AIs that are as ethically attuned as they are technically proficient.
    Show More Show Less
Show More Show Less

What listeners say about The Science Circuit Ep.23 - Assessing AI: Metrics, Bias, and Fairness

Average Customer Ratings

Reviews - Please select the tabs below to change the source of reviews.

Audible.com.au reviews

Amazon Reviews
No Reviews are Available
In the spirit of reconciliation, Audible acknowledges the Traditional Custodians of country throughout Australia and their connections to land, sea and community. We pay our respect to their elders past and present and extend that respect to all Aboriginal and Torres Strait Islander peoples today.