I donated to MIRI to support MIRI's work on the important project of ensuring smarter-than-human artificial intelligence has a positive impact.

We empower animal advocates with research, analysis & strategies that maximize their effectiveness to reduce animal suffering.

We conduct essential research, maintain an online research library, and directly support advocates and organizations in their work to save lives. The range of data we offer helps our movement understand how people think about and respond to advocacy, providing advocates with the best strategies to inspire change for animals.

Our Original Studies are carefully selected, designed, and conducted to provide actionable and insightful data for the animal protection movement. Our research prioritization process helps us identify studies that have a high potential impact for animals, and our commitment to transparency and rigorous methodology ensures that our studies are of the highest quality. Our studies have been covered in hundreds of publications across animal advocacy circles as well as in mainstream media, and have been used by animal advocacy groups worldwide.

The Faunalytics Library is completely free, and houses summaries of over 4,000 peer-reviewed research articles, public opinion surveys, and blog posts offering deep analysis on every animal issue you can think of. It’s the world’s biggest collection of opinion and behavior research about animal issues, and it’s presented with an emphasis on effectiveness, readability, and useability. Sign up for our email alerts and you’ll get weekly or monthly updates on the latest research we cover, delivered straight to your inbox.

Get a comprehensive overview of a particular topic area by exploring our Faunalytics Fundamentals, a series that provides infographics and visualizations of data to help you get informed and stay informed. The Fundamentals series has everything you need to get started or update your knowledge in a familiar area, and the visuals are highly shareable beyond an advocacy audience.

Have a research question that you don’t know how to solve? Want to dive deep into a particular issue but don’t know where to start? Just ask us! Faunalytics’ Office Hours give you the opportunity to connect with us directly and get one-on-one help with research design, strategy, and general knowledge questions. We also engage in select partner projects with advocacy groups.

Faunalytics

We implement projects aimed at doing the most good in terms of reducing suffering.

Most of us want to make a difference. We see suffering, injustice and death, and are moved to do something about them. But working out what that ‘something’ is, let alone actually doing it, can be a difficult and disheartening challenge.

Effective altruism is a response to this challenge. It is a research field which uses high-quality evidence and careful reasoning to work out how to help others as much as possible. It is also a community of people taking these answers seriously, by focusing their efforts on the most promising solutions to the world's most pressing problems.

Effective Altruism Foundation 

Delivering unconditional cash directly to the world's poorest households via secure mobile transfers. 

Since 2009, GiveDirectly has delivered more than $580 million in unconditional cash transfers to families in need. These one-time cash transfers allow recipients to invest in what they need most and have been shown to improve their earnings, children’s school attendance, health, nutrition, and mental well-being.
 
GiveDirectly uses government data to target villages where most or all residents are living in extreme poverty, defined by the World Bank as earning under $2.15/day. In-country GiveDirectly staff enroll one member of each household in the entire village to receive a one-time transfer of about $1,000 USD sent in two installments using mobile money. Recipients can then withdraw the mobile funds as cash with local agents and use the funds to invest in what they need – whether it’s on starting a business, education, making their home safer/sturdier, healthcare, or livestock.
 
GiveDirectly uses rigorous experimental research (randomized controlled trials) to measure the impact of their unconditional cash programs and answer public policy questions, generating evidence on key design and implementation questions across varied contexts. You can find over 300 studies on the positive impacts of cash transfers in GiveDirectly’s Cash Research Explorer.

GiveDirectly

We do foundational mathematical research to ensure smarter-than-human artificial intelligence has a positive impact.

The Machine Intelligence Research Institute is a research nonprofit studying the mathematical underpinnings of intelligent behavior. Our mission is to develop formal tools for the clean design and analysis of general-purpose AI systems, with the intent of making such systems safer and more reliable when they are developed.

The field of AI has a reputation for overselling its progress. In the “AI winters” of the late 1970s and 1980s, researchers’ failures to make good on ambitious promises led to a collapse of funding and interest in AI. Although the field is now undergoing a renaissance, overconfidence is still a major fear; discussion of the possibility of human-equivalent general intelligence is still largely relegated to the science fiction shelf.

At the same time, researchers largely agree that AI is likely to begin outperforming humans on most cognitive tasks in this century. Given how disruptive domain-general AI could be, we think it is prudent to begin a conversation about this now, and to investigate whether there are limited areas in which we can predict and shape this technology’s societal impact.

Researchers at MIRI tend to be relatively agnostic about how the state of the art in AI will change over the coming decades, and how many years off smarter-than human AI systems are. 

Machine Intelligence Research Institute

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