Sure, technologists can be smart. But to assume that expertise in software engineering converts to expertise in child development, public health, or the moral implications of technology more broadly — and that technologists thus need not consult expertise in other areas — has led to the ethical crises raging across the technology world today. Note: … Continue reading »
Fair, Reliable, and Safe: California Can Lead the Way on AI Policy to Ensure Benefits for All
Co-authored with Jessica Cussins Newman, a research fellow at UC Berkeley’s Center for Long-Term Cybersecurity Amidst claims that artificial intelligence (AI) will add $15 trillion to the global economy by 2030, governments around the world are devoting significant resources to support national R&D of the technology. At the same time, concerns about misuse and unintended consequences … Continue reading »
International Women’s Day: Gender equity by the numbers
A recent New York Times opinion piece decried the application of quantitative metrics to evaluate progress toward gender equity (“Stop counting women,” Feb. 23, 2019). The author’s assertion, that such frameworks are “reductive and demeaning” and impede a “gradual organic process of moving toward a society where men and women can both pursue the work … Continue reading »
Resumes, recruiting and recommendations: Data-driven guidelines for employers and applicants
As the year-end approaches, for many the winter break means not only holiday shopping and family time but also submitting applications for graduate school, searching for summer internships, or scanning job advertisements. Applicants prepare resumes, mentors draft recommendation letters, and employers (or their designated algorithms) assess both. Given the complicated chemistry of matching an ideal … Continue reading »
Vampires exist! A spooky Halloween post
Is everyone looking forward to the forthcoming Halloween? The “All Hallows Evening” is at our doorstep and everyone is preparing for trick-or-treating, brushing off their scary costumes, renting horror movies, carving pumpkins and generally intending to have fun. Halloween is the holiday that originated from the Celtic rituals in Ireland and the United Kingdom only to be … Continue reading »
Don’t forget people in the use of big data for development
In the rush to find technological solutions to complex global problems, there’s a danger of researchers and others losing track of the hardships and constraints unique to each locality. Designing data applications will require a slower approach that pays far more attention to the people behind the data.
The summer of silent revolution, disruptive innovation and Factfulness
June is conferences month and this year I attended three – two in Washington (the ICABR Ravello group conference at the World Bank and the IFPRI conference) and then the World Congress of Environmental and Resource Economists in Gothenburg, Sweden. I was most enlightened by a wonderful book, Factfulness, I read on the plane. Altogether, … Continue reading »
Why the future of Tesla may depend on knowing what happened to Billy Durant
A version of this article appeared in the Harvard Business Review The entrepreneur who founded and grew the largest startup in the world to $10 billion in revenue and got fired is someone you have probably never heard of. The guy who replaced him invented the idea of the modern corporation. If you want to … Continue reading »
Berkeley and the educational-industrial complex
People, especially outside the U.S., always ask “What makes America great?” A popular answer is America’s private sector, with its capacity for innovation and entrepreneurship. A second answer is American universities, especially at the graduate level. Others will argue that it is its legal system that allows fast transactions and enforces contracts. I believe that … Continue reading »
Why entrepreneurs start companies rather than join them
If you asked me why I gravitated to startups rather than work in a large company I would have answered at various times: “I want to be my own boss.” “I love risk.” “I want flexible work hours.” “I want to work on tough problems that matter.” “I have a vision and want to see … Continue reading »
A small reach for gender parity at tech conferences can produce big gains
I was part of the second class of undergraduate women at Williams College, which became co-educational in 1970 after nearly 200 years of being an all-male enclave – and for many of those years, all-white as well. I became accustomed to being one of the only women in a classroom. I didn’t have a single … Continue reading »
Innovators and entrepreneurs: What’s the difference?
I just received a thank you note from a student who attended a fireside chat I held at the ranch. Something I said seemed to inspire her: “I always thought you needed to be innovative, original to be an entrepreneur. Now I have a different perception. Entrepreneurs are the ones that make things happen. (That) takes … Continue reading »
Facebook and the humanities: Pondering what would Oedipus do
No less disturbing than the recent news that the personal data of millions of Americans was culled from Facebook by the shady research firm Cambridge Analytica and provided to the Trump campaign, has been the behavior of the masters of Silicon Valley. The CEO of Facebook, Mark Zuckerberg, has so far been mostly silent. This … Continue reading »
Lack of oversight puts Americans’ privacy at risk across entire tech, information industry
As fallout from the revelation of Cambridge Analytica’s misuse of Facebook user information continues, many are mistakenly calling this incident a breach. Facebook is right to claim this incident was no breach — this is Facebook’s platform working exactly as designed. I know, because I too created a survey app on Facebook for the express purpose of … Continue reading »
Leadership is more than a memo
I just read Brotopia: Breaking Up the Boys’ Club of Silicon Valley. It was both eye-opening and cringe-worthy. The book explores the role of gender in the tech industry – at startups and venture capital firms – and the interaction between men and women in the two. While Silicon Valley has grown to have global … Continue reading »
We cannot afford to keep academia and industry separate
In 2007, UC Berkeley, the University of Illinois, and Lawrence Berkeley National Lab signed a $500 million agreement with BP to form the Energy Biosciences Institute. Protests ensued, with accusations that the university was selling out to big oil. Needless to say, many people were, and are, not fans of universities partnering with private companies, … Continue reading »
Should peer reviewers remain anonymous?
Should peer reviewers remain anonymous? Perhaps with the digital epoch we are living in the time has came to change this. In a recent article published in Science (“Judge orders unmasking of anonymous peer reviewers,” News in Depth, February 2, 2018, pp. 504-505), Andrew P. Han of Retraction Watch describes what has now been historically … Continue reading »
Scholarly publishing: Will Sci-Hub open the way to ‘academic Spotify’?
Sci-Hub, a website offering free access to around 60 million pirated scientific articles, has become the new phenomenon on the academic publishing market. Its growing popularity might lead to the change to the whole system of academic publishing as we know it. A 2016 article published in Science demonstrated that pirated papers are downloaded all … Continue reading »
Innovation at Speed — when you have 2 million employees
Success no longer goes to the country that develops a new fighting technology first, but rather to the one that better integrates it and adapts its way of fighting…Our response will be to prioritize speed of delivery, continuous adaptation, and frequent modular upgrades. We must not accept cumbersome approval chains, wasteful applications of resources in … Continue reading »
Janesville — A story about the rest of America
I just read a book – Janesville – that reminded me again of life outside the bubble. Janesville tells the story of laid-off factory workers of a General Motors factory that’s never going to reopen. It’s a story about a Midwest town and the type of people I knew and worked alongside. When I got out of the Air … Continue reading »