#Research across 18 studies finds #women use #genAI ~25% less than men at work today, despite similar potential gains, too.

Many women fear #AI looks unethical or like »cheating,« and that they’ll be judged harshly.

Lower use can widen #paygaps, dent productivity, and starve models of women’s input, amplifying bias.

#Pairaccess with training, leader support, and safe-to-try norms so AI help is transparent and accepted for all teams.

https://www.library.hbs.edu/working-knowledge/women-are-avoiding-using-artificial-intelligence-can-that-hurt-their-careers?AIagents.at #AIagent #AI #ML #NLP #LLM #GenAI

Women Are Avoiding AI. Will Their Careers Suffer? | Working Knowledge

Women are adopting generative AI technology at a significantly lower rate than men, in many cases because women question whether it's ethical to use the tools, according to research by Rembrand Koning and colleagues. If women are shying away from AI, could the gender gap in pay and job opportunities continue to widen?

Harvard Business School

"...(R)eality remains unchanged. Leadership ranks remain dominated by straight white men. #PayGaps persist across #gender and #racial lines despite repeated pledges to address them. #ToxicCultures that subtly discriminate against #MarginalizedGroups continue unchecked behind closed doors.

"Here’s the uncomfortable truth: #DEI budgets pale in comparison to employee snack budgets. And until those snack budgets are redirected to sponsoring marginalized talent, ensuing pay equity...

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As Number of Salaried Workers Rise in India, So Does Inequality: Report

‘State of Working India 2023: Social Identities and Labour Market Outcomes’ finds that while growth created regular wage jobs for all castes, the rates differed significantly.

https://thewire.in/labour/as-number-of-salaried-workers-rise-in-india-so-does-inequality-report

#labour #labor #SalariedWorkers #inequality #economy #jobs #SCST #minorities #representation #WomensRights #gender #PayGaps #unemployment #AzimPremjiUniversity #india

As Number of Salaried Workers Rise in India, So Does Inequality: Report

‘State of Working India 2023: Social Identities and Labour Market Outcomes’ finds that while growth created regular wage jobs for all castes, the rates differed significantly.

The Wire
The Guardian view on levelling up: widening regional pay gaps expose Conservative failure

Editorial: There is not enough time for the Tories to make good on their promise to create a ​​‘high-skill, high-wage’ economy

The Guardian