Research

Ozzie Gooen
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Eli and Ozzie: Is Forecasting a Promising EA Cause Area?

Podcast Link There was recently a lengthy thread on the EA Forum about the value of forecasting as a potential cause area, between Eli Lifland and myself. We thought it would be interesting to expand on this in a podcast episode. Some Summary Points * Open Phil's expanded forecasting

Ozzie Gooen
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Distinctions when Discussing Utility Functions

Epistemic Status: Early. The categories mentioned come mostly from experience and reflection, as opposed to existing literature. On its surface, a utility function is an incredibly simple and generic concept. An agent has a set of choices with some numeric preferences over them. This can be Von Neumann–Morgenstern (VNM)

Ozzie Gooen
Members

Updates: Manifest Presentation, Squiggle Workshop this Thursday

First, my presentation from Manifest 2023 is now on YouTube. Enjoy! Second, I’m holding a intimate Squiggle Introduction Workshop in Berkeley this Thursday, at FAR Labs. Come and practice estimating things you care about. Sorry for the lack of other updates recently. Slava and I have been focused on

Ozzie Gooen
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Open Technical Challenges around Probabilistic Programs and Javascript

While working on Squiggle, we’ve encountered many technical challenges in writing probabilistic functionality with Javascript. Some of these challenges are solved in Python and must be ported over, and some apply to all languages. We think the following tasks could be good fits for others to tackle. These are

Ozzie Gooen
Members

Using Points to Rate Different Kinds of Evidence

There’s a lot of discussion on the EA Forum and LessWrong about epistemics, evidence, and updating. I don’t know of many attempts at formalizing our thinking here into concrete tables or equations. Here is one (very rough and simplistic) attempt. I’d be excited to see much better

Ozzie Gooen
Members

Downsides of Small Organizations in EA

Recently I partipated in the EA Strategy Fortnight, with this post on the EA Forum. There are some good comment threads there I suggest checking out. Note: Our main work recently has been on making a “Squiggle Hub” that we intend to announce in the next few weeks, so there’

Nuño Sempere
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Relative values for animal suffering and ACE Top Charities

tl;dr: I present relative estimates for animal suffering and 2022 top Animal Charity Evaluators (ACE) charities. I am doing this to showcase a new tool from the Quantified Uncertainty Research Institute (QURI) and to present an alternative to ACE’s current rubric-based approach. Introduction and goals At QURI, we’

Ozzie Gooen
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Relative Value Functions: A Flexible New Format for Value Estimation

We just published a blog post outlining the details of relative value functions. This was touched on in the presentation I sent out yesterday. https://forum.effectivealtruism.org/posts/EFEwBvuDrTLDndqCt/relative-value-functions-a-flexible-new-format-for-value The post has several code sections and tables, so I won’t attempt to copy that over here. Instead,

Ozzie Gooen
Members

Presentation: Estimating Everything Everywhere Always

An overview of our plan at QURI

Ozzie Gooen
Members

Conveniences in Thought and Communication

Communication often makes winners and losers. I propose we use the term "convenience" to help clarify what's going on.

Ozzie Gooen
Members

Accuracy Agreements: A Flexible Alternative to Prediction Markets

A simple proposal to convert money into complex forecasts

Nuño Sempere
Members

Some estimation work in the horizon

Too much work for any one group