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A Shared and Flexible Understanding of Impact As practitioners of and advocates for participatory philanthropy, we believe there’s a better way. Like many other activities in participatory philanthropy, this approach considers the process to be as important as the outcomes. It promotes mutuality instead of extraction.
The company helps customers with antiquated inventory systems power their merchant onboarding data, like restaurant menus and images, with APIs to structure data in a way that when someone’s food order requests “no mustard,” it is recognized properly, Woflow co-founder and CEO Jordan Nemrow told TechCrunch. Image Credits: Woflow.
They sought diverse perspectives in focus groups and made structural changes to address outdated language, power dynamics, and privacy concerns. Grounded in a participatory approach, the tool will be designed by WFN members and built by WFN’s data and insights team.
Nina has written a fantastic book engagement called The Participatory Museum. A third argues that the project won’t be truly participatory unless users get to define what content is sought in the first place. How can you describe user participation in a shared language that helps your team make the right decision for your project?
We study and develop scalable, rigorous, and evidence-based solutions using data analysis, human rights, and participatory frameworks. We also offer research support to some of our organization’s most challenging efforts, including the 1,000 Languages Initiative and ongoing work in the testing and evaluation of language and generative models.
We focus on participatory, culturally-inclusive, and intersectional equity-oriented research that brings to the foreground impacted communities. Our work advances Responsible AI (RAI) in areas such as computer vision , natural language processing , health , and general purpose ML models and applications.
This vision is inspired by the rapid emergence of generative AI technologies, such as large language models (LLMs) that power chatbots like Bard , and new generative media models like Google's Imagen , Parti , and MusicLM. As an example, we developed new methods for extracting semantically meaningful structure from natural language prompts.
It is always challenge to use participatory techniques when your participants are not native English speakers and you don’t speak the language. I thought I’d share a few quick insights and tips that I learned for others who may be preparing for doing tech training internationally and want to use participatory techniques.
There's a constant dialogue in participatory work about how to make peoples' contributions meaningful. I've written about different structures for participatory processes (especially in museums), and recently, I've been interested in how we can apply these structures to the design of public space.
Check it out if you’re curious about choosing a strong theme, working with a collaborator, designing a portable structure, or tips for implementation. Designing a pop up museum structure that is replicable by amateurs in diverse venues, appealing enough to attract a variety of participants, and portable is not easy.
What does the word "participatory" mean to you? The various definitions of participatory projects can lead to confusion and misunderstandings. Participation in science research is a good basis on which to develop a framework for participatory models because it is based on a consistent scientific process with many steps.
Courageous speakers from dozens of countries described bold, participatory projects. Each room was a diverse mix of voices, perspectives, and language. I lost my voice singing along to songs I don't know in a language I barely speak. I first sensed the difference at the front door. There wasn't one.
It can be incredibly difficult to design a participatory project that involves online and onsite visitor engagement. When early feedback indicated users were confused about the submission process, we fine-tuned our language and quickly produced a promo video that distills the complete process in a hilarious 2-minute story.
There are many different types of AI, and the different types have different structures, different capabilities, different limitations, different risks, different benefits. If its a mirror of anything, its a mirror of protein structures. 2 Because whats being reflected in that mirror doesnt look anything like us. Theres no awareness.
Using audience research and even participatory design, where we engage end-users in early-stage design, we help organizations break out of their own internal ways of communicating. It’s common for organizations to structure information at an expert level or include jargon that doesn’t connect with the audiences they wish to reach.
Be aware of what they say, how they say it and body language. This assessment will give you a good sense of where you stand now and offers a structured approach to practicing based on your assessment. Observe and Understand Body Language. According to research, 55% of the message you convey comes from your body language.
Participatory grantmaking has been a big part of the Boston’s Women’s Fund since its founding. Through this framing, the young people who participate in their grantmaking have started adopting language that has traditionally been reserved for a different community. “We Don’t consider this a stagnant process.
Data Cards are transparency artifacts that provide structured summaries of ML datasets with explanations of processes and rationale that shape the data and describe how the data may be used to train or evaluate models. The Answer and Audit modules help data teams complete the templates and evaluate the resulting Data Cards.
When I've talked with those same folks in bridged groups, they use more circumspect language (i.e. Create a structure that values peoples' participation. The best book I've read on the topic is Facilitators Guide to Participatory Decision-Making by Sam Kaner. not feeling "welcome") or don't mention their safety concerns at all.
While contribution may take many steps, the website instructions are written to make contribution as simple and painless as possible, using phrases like "it is really easy to join in" to convey in everyday language welcome and support for would-be participants. They celebrated structures that disappeared after ten minutes but were "worth it."
So then we’ll talk about what are some participatory planning methods. We don’t have the language to talk about drug abuse and really aren’t equipped to be able to help them live a healthier lifestyle and address chemical use directly. Do we have a clear structure? How do we do this well?
Critical socio-structural factors, including lack of access to healthcare, lack of trust in the health care system, and underdiagnosis due to human bias, were left out while spending on healthcare was highlighted as a predictor of complex health need. SCOUTS has published innovative research in both areas.
So YC is kind of structured to try to help outsiders become insiders. I think that’s kind of one of the more depressing parts of my job, is that there exists a whole set of founders who have experience with a ton of real-world problems, and have structural socio-economic issues that prevent them from solving them by creating startups.
Participatory work can be very labor-intensive. We have prioritized opening up to as many partners as possible through collaborative structures that scale. They aren''t intended to force fit our work to aspirational language; instead, they are intended to make transparent that which is existing but ephemeral.
Platt , Fernando Pereira , Dale Schuurmans Keynote Speakers The Data-Centric Era: How ML is Becoming an Experimental Science Isabelle Guyon The Forward-Forward Algorithm for Training Deep Neural Networks Geoffrey Hinton Outstanding Paper Award Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding Chitwan Saharia , William Chan (..)
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