A Science Policy Forum paper arguing that large AI models are better understood as cultural and social technologies — like writing, printing and markets — than as autonomous intelligent agents, drawing on the history of earlier transformative information systems.
Fast Forward's 2026 report on how tech nonprofits are using AI to serve people and communities.
Why I recommend it: Written by an accelerator that funds these nonprofits, so expect an optimistic view. It's still a good look at real AI-for-good projects.
Founded in 2014, the first nonprofit accelerator for tech nonprofits. It gives founders funding, resources and partnerships, and runs a free learning academy.
Why I recommend it: If you're building tech for social good as a nonprofit rather than a startup, apply here. Their free Academy and reports are useful even if you never apply.
A paid fellowship for emerging leaders in social entrepreneurship, economic development, and the nonprofit sector. Fellows commit 20 hours a week from November 5, 2026 through June 30, 2027, work directly with the founder and team, and receive an $8,000 stipend on successful completion. Focus areas include leadership development, strategic planning, program design, research and data analysis, and community engagement.
Why I recommend it: Free to apply and it pays you — a rare combination. Read the time commitment honestly before applying: 20 hours a week for eight months is a real obligation alongside school or another job. Dates and the stipend amount are taken from their page as of September 2026; confirm both with the organization before you plan around them.
A research-based capacity-building organization in the Pittsburgh region working with nonprofit leaders, founders, artists, institutions, and funders to advance equity. Its programs include the Social Impact Fellowship, the Transformative Leader Program, the SCALE Fellowship, a Creative in Residence program, and a nonprofit accelerator, plus an impact report and published stories.
Why I recommend it: Browse their programs page first — most of what is useful to an individual is a cohort program with an application, not a self-serve resource. Strongest fit if you are building a nonprofit or social venture in or near Pittsburgh.
A free twenty-hour introduction to artificial intelligence for high school students, no coding experience required, taught through hands-on projects in areas students already care about.
Why I recommend it: free and built for students who were never handed AI access. If you know a high schooler, send them the application list.
Create a free jobseeker profile and get matched to open roles at schools, districts, and education-equity organizations, plus access to the TrulyHired education job board.
Why I recommend it: If you want to work in education — teaching or the operations and equity side — a sector-specific matcher beats another general board. The profile is free and the matching happens on their end.
Free career navigation resources from Jobs for the Future for young adults deciding what comes after high school: exploring paths, paying for them, and landing quality jobs.
Why I recommend it: Built for people who were never handed a plan after high school. Start here before paying anyone for career advice.
No-cost and discounted Google products for eligible nonprofit organizations, including Google Workspace, Ad Grants for search advertising, YouTube nonprofit features, and Google Maps credits.
Why I recommend it: If you run or volunteer with a registered nonprofit, the Ad Grant alone is worth the paperwork. Check the eligibility page for your country before applying.
A 16-week accelerator for entrepreneurs building impactful solutions in education and conscious technology, with coaching, capital, connections, and curriculum.
Why I recommend it: Check the current cohort deadline; the fellowship supports founders addressing systemic inequities and provides real capital and coaching.
Grant, mentorship, and network access for women with projects and ideas that advance women and girls — including awards for established change agents, aspiring disruptors, and women facing financial barriers.
Why I recommend it: Read the guidelines carefully: Pave HER Way runs multiple award tracks, and each has distinct eligibility and timing.
Careers hub for MITRE, a not-for-profit operator of federally funded research and development centers, with internships, early-career roles, and research positions.
Why I recommend it: Mission-driven tech employers often get overlooked by job seekers chasing big tech. Less competition, real work.
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mitre.orgAdded Sep 12, 20260 opens
Community & Government Resources
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Community & Government Resources
The Ultimate Guide to Nonprofit Donor Data Management
Free ebook on building, maintaining, and leveraging a nonprofit donor database, covering needs assessment, cloud versus installed software, switching systems, and running a good vendor demo.
Why I recommend it: If you run or volunteer for a small nonprofit, the demo checklist alone will save you from a bad software decision.
A nonprofit organization working to expand economic opportunity and equity for all families in NYC through the Save for College Program.
Why I recommend it: Helps NYC families start a college savings plan early. While it's family-focused, building long-term financial literacy is part of any career plan.
A New York nonprofit that trains the staff of workforce development organizations, with programs, research and practice resources on serving job seekers well.
Why I recommend it: If you work in workforce development, this is professional development for you rather than for your clients. Their practice materials are strong.
A free nonprofit platform where students and career changers ask career questions and get answers from volunteer professionals, plus AI-assisted coaching tools.
Why I recommend it: This is the closest free thing to having someone in the industry answer your question honestly. If you are early in your career and have nobody to ask, start here.
A resource library from a nonprofit working to end ageism, with guides, toolkits, and reframing language for older workers facing age bias in hiring.
Why I recommend it: If you are over 50 and job hunting, the language they give you for handling age bias is more practical than most advice you will find. Pair it with the 50-plus tag in this library.
Job listings across New York City afterschool and youth development organizations, posted by the Partnership for After School Education.
Why I recommend it: If you want mission-driven work and you like young people, this board is far less crowded than the big job sites. I send career changers here often.
Free or discounted rides to job interviews, training, and the first weeks of a new job, offered through Lyft partnerships with local nonprofits and workforce agencies.
Why I recommend it: Transportation quietly kills job starts. Ask your local workforce office whether they are a partner — the rides are real and free.
A community for social entrepreneurs and diverse founders after the accelerator stage, connecting them with investors, coaches, and corporate partners to close the relationship gap that blocks funding.
Why I recommend it: Most founder programs stop at demo day. This one exists for what comes after, and the warm-introduction network is exactly what underrepresented founders are usually missing.
