







Specialization is too heavily encouraged as a career path. The world needs more hybrid people.
Hire More Women (and people with diverse experiences and identities) In Tech
Stop missing out on exceptional tech talent. Diverse senior leaders deliver better business outcomes and better products and services.
Why we need more Women in AI
In an age where artificial intelligence (AI) shapes much of our daily lives, the conversation about diversity in this field has taken on a…

‘Find Your Passion’ Is Awful Advice
A major new study questions the common wisdom about how we should choose our careers.
Joining the White House in committing to tech inclusion
In May, we shared a report which measures our progress in the necessary work of diversifying our workforce. As we stated then, “we must create a company where anyone, regardless…
technological diversity
Technological diversity is the opposite of technological monoculture. It refers to the diversity of artifacts (software and hardware) as well as that of ideas, philosophies, paradigms, techniques, languages, mental models, etc.
Women in tech and AI in Europe: Can the region close its gender gap?
AI could be the turning point that finally unlocks women’s full participation in tech in Europe.

How AI Is Fueling the Gender Pay Gap in Tech
A new Wharton study finds that too few women are working with emerging tech, and that exclusion is driving a growing divide in pay.

The importance of diversity in meteorology, technology and AI
The technology sector has long been synonymous with innovation, but lags behind when it comes to diversity. Kirstine Dale, Met Office CAIO, explains why we need to get our house in order.

Why Meritocracy Doesn't Work: The Math Behind the Myth
Even a 1% hiring bias compounds dramatically across hierarchies and growth. Here's the math proving why meritocracy fails and diversity initiatives matter.

AI’s Gender Gap - Haas News | UC Berkeley Haas
Generative AI could boost productivity and reduce inequality, but women across the world are at risk of missing out. A sweeping analysis by Nick Otis, PhD 25, Assistant Professor Solène Delecourt, and colleagues from Stanford and Harvard found that women were about 20% less likely than men to use tools such as ChatGPT, Claude, and […]

other futures: tech, resistance & imagining otherwise
big tech wants to control our future, but there are other paths we can choose instead. on "other futures" we bring together leading tech researchers, organizers, critics, and storytellers to help us imagine what more liberatory and human-centered tech futures could look like—and how we can build them together. brought to you by DAIR and the All Tomorrows Institute.

OPT Reforms and the Relative Supply of STEM Skills
Since the late 2000s, reforms to the optional practical training (OPT) program have allowed international STEM graduates to work in the United States for up to three years after graduation. We study how these reforms affected the supply of STEM skills in the United States. Exploiting the staggered 2008, 2011, 2012, and 2016 STEM-OPT expansions, we find that OPT reforms increased STEM degree completions by 14–15 percent, with gains evident at the bachelor’s and master’s levels. Domestic completions increased as well, suggesting that OPT expansions may have crowded in domestic STEM students rather than crowding them out.
OPT Reforms and the Relative Supply of STEM Skills
Since the late 2000s, reforms to the optional practical training (OPT) program have allowed international STEM graduates to work in the United States for up to three years after graduation. We study how these reforms affected the supply of STEM skills in the United States. Exploiting the staggered 2008, 2011, 2012, and 2016 STEM-OPT expansions, we find that OPT reforms increased STEM degree completions by 14–15 percent, with gains evident at the bachelor’s and master’s levels. Domestic completions increased as well, suggesting that OPT expansions may have crowded in domestic STEM students rather than crowding them out.
AI Gender Pay Gap - Emerging Tech - I by IMD
As AI investment grows, unequal access to emerging tech skills is widening the AI gender pay gap. New research shows how organisations can reverse it.

Engineering Career Paths at Big Tech and High-Growth Startups
Levels at big tech, the most common career paths, and what comes after making it to Staff

A large gender gap persists in STEM disciplines across the world that is bad for innovation, talent attraction & against fairness principles. On International Day of Women and Girls in Science, @ansolassen.bsky.social @cairosofie.bsky.social @valentinatartari.bsky.social are sharing our findings ⬇️