Responsible AI must be considered more than a buzzword or a box to check; it is a commitment to developing transparent, equitable, and accountable technology. It means we need an approach to design that considers the inclusion and representation of all stakeholders, particularly those likely to be easily ignored in technological advancements.
Meenakshi Das Archive
Make CCF principles your own; that’s the only way you can engage with this
Owning the 10 CCF principles, helps me find my own ways to build a better world. So, go back to those principles, re-read them, reflect on them, and question them. That’s how you will make those yours.
Collaborations are a two-way street. Full-stop.
Whether our collaborations take the form of corporate sponsorships, speaking engagements at annual events, or a vendor-partnership, we must shift our outlook on collaborations to be inclusive, equitable, ethical, and respectful for both parties involved.
5 Things I Learned from Facilitating My Data Equity Workshops
My workshops to advance equity in data are built with this intention — to build collective knowledge around data collection and visualization in a way that allows us to appropriately challenge those places where data can lead to exclusion and alienation. I learned five lessons by offering these workshops to individuals from different roles, sectors, and data comfort that I want to share with you.
How I achieved MY version of emotional sustainability
For a long time in past jobs, early in my career, a bad day meant needing to go back to college career fairs. There, after trying to deliver a just-decent elevator pitch to the few companies who could sponsor international students, I’d always stumble upon two groups I hoped to avoid…
I remember, whenever I encountered either of these two groups, I needed to pause, almost always, for a few hours after the job fair to probe and ask myself: Hmm, what else am I missing that I can work on?
The top 5 reactions I hear from nonprofit leaders when I bring up ‘inclusive and equitable research and analytics’ — and how I respond
We, as a world, take pride in our data collection abilities and the evolving technologies at our disposal. However, when we look closely, we often realize that especially in our nonprofit sector, the data we have is flawed.
For far too long, we have ignored collecting critical data points, missed creating healthy dialogues around that data, and we have added our biases to all of it — all of it — to perform research operations and take crucial decisions from it. And, while we leveraged this insufficient data to build our research capabilities, a set of analytics-based terms entered our industry – machine learning, deep learning, and artificial intelligence.
Here is why you don’t feel like a leader. (But you are one! You are!)
You don’t have to hold a C-level title to be a leader. You already are one — especially if you are chasing ridiculously long to-do lists, especially if your day is littered with activities ranging from people management to overseeing operations to technology wrangling to sitting in on check-ins and other meetings — especially when you’re doing all of this so that your project or program stays on course.
But why is shifting your mindset — to acknowledge and embrace yourself as a leader — so hard to do?
Nonprofits: the lessons we learned from the pandemic must stay, full stop
How do you feel about the power of just two vaccine shots, taking you back to normal? (Though I understand ‘normal’ can mean different things to different people.) Do you think we should use those two doses as a reason to forever leave the pandemic chapter to the history books — something we have wanted to do ever since all this started?
I’m not asking you these questions because I’m an anti-vaxxer (in fact, I am due for the second dose soon.). I am raising these questions because I believe that, as an Indian immigrant in North America, I have the power and privilege to observe two worlds — India and North America. And these two worlds are on two opposite sides of a spectrum, one made up of a catalogue of pandemic-related events from the last 16 months in history. While North America is ready to plan the post-pandemic world, India is preparing to survive a third wave of COVID.
Does your board need to be more diverse? Here’s how to do it.
After 2020’s wake-up call for everyone to be better at embracing diversity and social equity, has philanthropy finally learned to make this a priority in every area of our work?
From where I stand (as a person of color, female, of Asian ethnicity, and an immigrant from India), while it appears that these issues are gaining in popularity, there is still an uncomfortable gap that needs to be acknowledged and addressed.
5 data-driven ways to bridge the culture gap between staff and board
Have you ever felt disconnected from your board? Maybe over that fall campaign planning? Or the end of year appeals? Or general COVID fundraising practices?
I think we all know the answer already. Yet, as a consultant, sometimes I eagerly await to work for those Nonprofits that have a balanced alignment with their Board. For most of my clients this year, there’s been such a need to deliberately use available research tools to bridge the gap between staff and the board.