Hide table of contents

Announcing the first monthly Estimation Game

  • Answer 10 Fermi estimation questions, like “How many piano tuners are there in New York?”
  • Train your estimation skills and get more comfortable putting numbers on things
  • Team up with friends, or play solo
  • See how your scores compare on the global leaderboard
  • The game is around 10-40 minutes, depending on how much you want to discuss and reflect on your estimates

You can play The Estimation Game on Quantified Intuitions, solo, or with friends. The February game is live for one week (until Sunday 26th).

 

We’ll release a new Estimation Game each month. Lots of people tell us they’d like to get more practice doing BOTECs and estimating, but they don’t get around to it. So we’ve designed The Estimation Game to give you the impetus to do a bit of estimation each month in a fun context. 

You might use this as a sandbox to experiment with different methods of estimating. You could decompose the question into easier-to-estimate quantities - make estimates in your head, discuss with friends, use a bit of paper, or even build a scrappy Guesstimate or Squiggle model.

We’d appreciate your feedback in the comments, in our Discord, or at adam@sage-future.org. We’d love to have suggestions for questions for future rounds of The Estimation Game - this will help us keep the game varied and fun in future months!

 

Info for organisers

If you run a community group or meetup, we’ve designed the Estimation Game to be super easy to run as an off-the-shelf event. Check out our info for organisers page for resources and FAQs.

If you’re running a large-scale event and want to run a custom Estimation Game at it, let us know and we can help you set it up. We’re planning to pilot custom Estimation Games at EAGx Nordics (and maybe EAGx Cambridge).
 

About Quantified Intuitions

We built Quantified Intuitions as an epistemics training site. See our previous post for more on our motivation. Alongside the monthly Estimation Game, we’ve made two permanent tools:

  • Pastcasting: Predict past events to rapidly practise forecasting
  • Calibration: Answer EA-themed trivia questions to calibrate your uncertainty

 

Thanks to our test groups in London, to community builders who gave feedback, in particular Robert Harling, Adash Herrenschmidt-Moller, and Sam Robinson, and to Chana Messinger at CEA for the idea and feedback throughout.


 

Comments7


Sorted by Click to highlight new comments since:

Fun game, great job!

Giving feedback, my only quibble would be with the "prime california zip codes" question. I'm not from the US so I only have a vague idea of what a zip code is, I don't know how many digits are in one and how dense they are, so anyone in the US has a signficant advantage in that question over me. Americans get a similar leg up in the "netflix US" question, but it's not as bad cause netflix is more universal. 

Obviously it's not a big deal (I got both questions right anyway), but it might be worth thinking about issues like that in the future. Perhaps by providing a few relevant details to put everyone on the same page, or by including a clause in the "don't look things up" rule. 

Thanks very much for the feedback, this is really helpful!

If anyone has question suggestions, I'd really appreciate them! I think crowdsourcing questions will help us make them super varied and globally relevant. I made a suggestion form here https://forms.gle/792QQAfqTrutAH9e6

Wow, thank you so much for this! I was looking for exactly this type of product a couple of months ago, and was feeling frustrated at the lack of good options in this niche.

Really excited to try this out!

I would like to use the site without logging in. A Google account is required to use the site (pastcasting, calibration, estimation game). This is an unnecessary hurdle. Not everyone has or wants a Google account. From a technical point of view everything could work without logging in (using cookies or localstorage for persistent state) and I would be fine with not being able to show up on the leaderboards.

I understand that the Google login makes it easier for you to make the site and this might be an unreasonable request.

Thanks for the feedback Forslack! I'm curious whether you'd prefer to play without logging in because you don't have a Google account or because you don't want to share your email?

Not Forslack, but if you're going to ask for permission for Google to share all that info you should have a clear privacy policy visible for what you'll do with it. Also, I don't think you have to request all that info from Google, like real name, to use a Google login.

Thanks for making this! It was a lot of fun to play and I imagine it will be good practice.

Curated and popular this week
 ·  · 20m read
 · 
Advanced AI could unlock an era of enlightened and competent government action. But without smart, active investment, we’ll squander that opportunity and barrel blindly into danger. Executive summary See also a summary on Twitter / X. The US federal government is falling behind the private sector on AI adoption. As AI improves, a growing gap would leave the government unable to effectively respond to AI-driven existential challenges and threaten the legitimacy of its democratic institutions. A dual imperative → Government adoption of AI can’t wait. Making steady progress is critical to: * Boost the government’s capacity to effectively respond to AI-driven existential challenges * Help democratic oversight keep up with the technological power of other groups * Defuse the risk of rushed AI adoption in a crisis → But hasty AI adoption could backfire. Without care, integration of AI could: * Be exploited, subverting independent government action * Lead to unsafe deployment of AI systems * Accelerate arms races or compress safety research timelines Summary of the recommendations 1. Work with the US federal government to help it effectively adopt AI Simplistic “pro-security” or “pro-speed” attitudes miss the point. Both are important — and many interventions would help with both. We should: * Invest in win-win measures that both facilitate adoption and reduce the risks involved, e.g.: * Build technical expertise within government (invest in AI and technical talent, ensure NIST is well resourced) * Streamline procurement processes for AI products and related tech (like cloud services) * Modernize the government’s digital infrastructure and data management practices * Prioritize high-leverage interventions that have strong adoption-boosting benefits with minor security costs or vice versa, e.g.: * On the security side: investing in cyber security, pre-deployment testing of AI in high-stakes areas, and advancing research on mitigating the ris
 ·  · 32m read
 · 
Summary Immediate skin-to-skin contact (SSC) between mothers and newborns and early initiation of breastfeeding (EIBF) may play a significant and underappreciated role in reducing neonatal mortality. These practices are distinct in important ways from more broadly recognized (and clearly impactful) interventions like kangaroo care and exclusive breastfeeding, and they are recommended for both preterm and full-term infants. A large evidence base indicates that immediate SSC and EIBF substantially reduce neonatal mortality. Many randomized trials show that immediate SSC promotes EIBF, reduces episodes of low blood sugar, improves temperature regulation, and promotes cardiac and respiratory stability. All of these effects are linked to lower mortality, and the biological pathways between immediate SSC, EIBF, and reduced mortality are compelling. A meta-analysis of large observational studies found a 25% lower risk of mortality in infants who began breastfeeding within one hour of birth compared to initiation after one hour. These practices are attractive targets for intervention, and promoting them is effective. Immediate SSC and EIBF require no commodities, are under the direct influence of birth attendants, are time-bound to the first hour after birth, are consistent with international guidelines, and are appropriate for universal promotion. Their adoption is often low, but ceilings are demonstrably high: many low-and middle-income countries (LMICs) have rates of EIBF less than 30%, yet several have rates over 70%. Multiple studies find that health worker training and quality improvement activities dramatically increase rates of immediate SSC and EIBF. There do not appear to be any major actors focused specifically on promotion of universal immediate SSC and EIBF. By contrast, general breastfeeding promotion and essential newborn care training programs are relatively common. More research on cost-effectiveness is needed, but it appears promising. Limited existing
 ·  · 11m read
 · 
Our Mission: To build a multidisciplinary field around using technology—especially AI—to improve the lives of nonhumans now and in the future.  Overview Background This hybrid conference had nearly 550 participants and took place March 1-2, 2025 at UC Berkeley. It was organized by AI for Animals for $74k by volunteer core organizers Constance Li, Sankalpa Ghose, and Santeri Tani.  This conference has evolved since 2023: * The 1st conference mainly consisted of philosophers and was a single track lecture/panel. * The 2nd conference put all lectures on one day and followed it with 2 days of interactive unconference sessions happening in parallel and a week of in-person co-working. * This 3rd conference had a week of related satellite events, free shared accommodations for 50+ attendees, 2 days of parallel lectures/panels/unconferences, 80 unique sessions, of which 32 are available on Youtube, Swapcard to enable 1:1 connections, and a Slack community to continue conversations year round. We have been quickly expanding this conference in order to prepare those that are working toward the reduction of nonhuman suffering to adapt to the drastic and rapid changes that AI will bring.  Luckily, it seems like it has been working!  This year, many animal advocacy organizations attended (mostly smaller and younger ones) as well as newly formed groups focused on digital minds and funders who spanned both of these spaces. We also had more diversity of speakers and attendees which included economists, AI researchers, investors, tech companies, journalists, animal welfare researchers, and more. This was done through strategic targeted outreach and a bigger team of volunteers.  Outcomes On our feedback survey, which had 85 total responses (mainly from in-person attendees), people reported an average of 7 new connections (defined as someone they would feel comfortable reaching out to for a favor like reviewing a blog post) and of those new connections, an average of 3
Recent opportunities in Forecasting
20
Eva
· · 1m read