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Reducing Toxicity in Large Language Models with Perspective API
Reducing Toxicity in Large Language Models with Perspective API
ML models originally developed to facilitate human-to-human interactions are finding new uses in responsible development of generative AI.
Jigsaw
Apr 21, 2023
Scaling machine learning fairness with societal context
Scaling machine learning fairness with societal context
We’ve partnered with Google’s Societal Context Understanding Tools and Solutions team to improve the fairness of our Perspective API models
Jigsaw
Dec 13, 2022
Bridging the gap between theoretical and practical applications of machine learning with Kaggle
Bridging the gap between theoretical and practical applications of machine learning with Kaggle
It’s been five years since we launched Perspective API, Jigsaw’s free service that helps moderators manage user generated content online…
Jigsaw
Jun 23, 2022
An update on our commitment to end online violence against women
An update on our commitment to end online violence against women
Last year, we shared our commitment to pursue technology initiatives to thwart online violence against women. Online violence against women…
Jigsaw
Mar 31, 2022
Technology to help women journalists document and manage online abuse
Technology to help women journalists document and manage online abuse
For prominent journalists and activists today, especially those covering controversial topics or living under autocratic governments…
Jigsaw
Mar 8, 2022
Discovering early signals of doxing and calls to harassment online
Discovering early signals of doxing and calls to harassment online
Attack strategies used by online harassers have evolved over time, including their scale and ability to cause offline harm. Coordinated…
Jigsaw
Jan 19, 2022
10 New Languages for Perspective API
10 New Languages for Perspective API
Jigsaw has been working to protect voices online since our inception six years ago. Core to this effort is our work to support safe online…
Jigsaw
Dec 9, 2021
Identifying Machine Learning Bias With Updated Data Sets
Identifying Machine Learning Bias With Updated Data Sets
Well-moderated online platforms and comment sections offer a unique forum for people to engage with and learn from one another. However…
Jigsaw
Nov 24, 2021
A Commitment to End Online Violence Against Women
A Commitment to End Online Violence Against Women
As the COVID-19 pandemic increases the time people spend on the internet, we’ve seen online violence grow as a major threat to women…
Jigsaw
Jul 1, 2021
The State of Online Violence Against Women
The State of Online Violence Against Women
Nearly all of forms of online violence disproportionately affect women, while the pandemic has accelerated these trends offline and online.
Jigsaw
Mar 1, 2021
Better Discussions with Imperfect Machine Learning Models
Better Discussions with Imperfect Machine Learning Models
Like all of us, machine learning makes mistakes. How do we improve future models?
Jigsaw
Sep 11, 2017
What do Perspective’s scores mean?
What do Perspective’s scores mean?
So, what do Perspective’s toxicity numbers mean? Perspective’s scores are an indication of probability, not severity.
Jigsaw
Sep 22, 2017
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