RSS

Fermi estimate

TagLast edit: 2 Nov 2022 20:48 UTC by brook

A Fermi estimate (or back-of-the-envelope calculation, often abbreviated BOTEC) is a rough calculation that aims to be right within about an order of magnitude, prioritizing getting an answer good enough to be useful without putting the large amounts of thought and research needed to attain greater accuracy. Fermi estimates typically approximate an answer by making various simplifying assumptions and decomposing the problem into smaller tractable units. Open Philanthropy and other organizations in the effective altruism community routinely use BOTECs for impact assessment and cause prioritization.

Further reading

Berger, Alexander (2014) Alexander’s back of the envelope “importance” calculations, GiveWell.

Muehlhauser, Luke (2013) Fermi estimates, LessWrong, April 11.

von Baeyer, Hans Christian (1988) How Fermi would have fixed it, The Sciences, vol. 28, pp. 2-4.

Related entries

cause prioritization | expected value | forecasting | impact assessment | model uncertainty | tools for collaborative truth seeking | squiggle | guesstimate | prediction markets | value of information

In­tro­duc­tion to Fermi estimates

NunoSempere26 Aug 2022 10:03 UTC
47 points
8 comments7 min readEA link
(nunosempere.com)

The Es­ti­ma­tion Game: a monthly Fermi es­ti­ma­tion web app

Sage20 Feb 2023 11:22 UTC
69 points
7 comments1 min readEA link

Quan­tify­ing and in­ter­pret­ing the risks of mountaineering

Vasco Grilo🔸3 Jun 2023 8:25 UTC
19 points
0 comments2 min readEA link

Founders Pledge’s Cli­mate Change Fund might be more cost-effec­tive than GiveWell’s top char­i­ties, but it is much less cost-effec­tive than cor­po­rate cam­paigns for chicken welfare?

Vasco Grilo🔸5 May 2024 9:10 UTC
60 points
13 comments9 min readEA link

Bad­ness of eat­ing farmed an­i­mals in terms of smok­ing cigarettes

Vasco Grilo🔸22 Jul 2023 8:45 UTC
26 points
2 comments6 min readEA link

Zachary Robin­son: Us­ing “back of the en­velope calcu­la­tions” (BOTECs) to pri­ori­tize interventions

EA Global25 Oct 2020 5:48 UTC
7 points
0 comments1 min readEA link
(www.youtube.com)

Ex­pected value and un­cer­tainty with­out full Monte Carlo simulations

Vasco Grilo🔸5 Jan 2024 8:57 UTC
12 points
2 comments2 min readEA link

Scale of the welfare of var­i­ous an­i­mal populations

Vasco Grilo🔸19 Mar 2023 7:10 UTC
58 points
24 comments5 min readEA link

Quan­tify­ing the im­pact of grant­mak­ing ca­reer paths

Joel Becker30 Oct 2022 21:00 UTC
32 points
17 comments3 min readEA link

New prob­a­bil­is­tic simu­la­tion tool

ProbabilityEnjoyer19 Aug 2023 14:10 UTC
76 points
1 comment1 min readEA link
(usedagger.com)

Nap­kin Math Anal­y­sis—Po­tas­sium for­tifi­ca­tion to re­duce Blood Pres­sure

Powder🔸25 Sep 2024 6:57 UTC
37 points
12 comments3 min readEA link

Mak­ing bet­ter es­ti­mates with scarce information

Stan Pinsent22 Mar 2023 16:29 UTC
55 points
16 comments13 min readEA link

Fac­tory-farm­ing is as bad as one Holo­caust ev­ery 2 days?

Vasco Grilo🔸31 Aug 2024 9:11 UTC
1 point
9 comments2 min readEA link

Farmed an­i­mals are neglected

Vasco Grilo🔸24 Jun 2024 16:49 UTC
108 points
18 comments4 min readEA link

Farmed an­i­mals may have pos­i­tive lives now or in a few decades?

Vasco Grilo🔸26 Oct 2024 9:18 UTC
24 points
9 comments7 min readEA link

Abun­dance Es­ti­mates of Three Wild Populations

Rethink Priorities28 Oct 2024 20:26 UTC
61 points
0 comments3 min readEA link
(rethinkpriorities.org)

“How many peo­ple might ever ex­ist, calcu­lated” by Primer [Video]

Ezra Newman16 Aug 2022 16:33 UTC
12 points
0 comments1 min readEA link
(youtu.be)

UVC air puri­fier de­sign and test­ing strategy

DirectedEvolution1 Jun 2022 5:35 UTC
27 points
5 comments4 min readEA link

Should Effec­tive Altru­ists Fo­cus More on Move­ment Build­ing?

Aaron Bergman30 Dec 2020 3:16 UTC
20 points
4 comments9 min readEA link

Make your own cost-effec­tive­ness Fermi es­ti­mates for one-off problems

Owen Cotton-Barratt11 Dec 2014 11:49 UTC
23 points
11 comments3 min readEA link

Guessti­mate Al­gorithm for Med­i­cal Research

Elizabeth22 Sep 2022 21:40 UTC
37 points
2 comments7 min readEA link
(acesounderglass.com)

Catas­tro­phes in high risk years be­come less likely as the num­ber of past near misses in­creases?

Vasco Grilo🔸10 Aug 2024 8:23 UTC
11 points
0 comments2 min readEA link

Guessti­mate: An app for mak­ing de­ci­sions with con­fi­dence (in­ter­vals)

Ozzie Gooen30 Dec 2015 17:30 UTC
63 points
18 comments2 min readEA link

How many peo­ple are work­ing (di­rectly) on re­duc­ing ex­is­ten­tial risk from AI?

Benjamin Hilton17 Jan 2023 14:03 UTC
117 points
3 comments4 min readEA link
(80000hours.org)

The num­ber of seabirds and sea mam­mals kil­led by marine plas­tic pol­lu­tion is quite small rel­a­tive to the catch of fish

Vasco Grilo🔸19 Apr 2022 11:22 UTC
89 points
22 comments2 min readEA link

Prior prob­a­bil­ity of this be­ing the most im­por­tant century

Vasco Grilo🔸15 Jul 2023 7:18 UTC
8 points
2 comments2 min readEA link

Un­jour­nal Evals: “Ad­vance Mar­ket Com­mit­ments: In­sights from The­ory and Ex­pe­rience”

david_reinstein21 Mar 2023 16:59 UTC
27 points
0 comments2 min readEA link
(unjournal.pubpub.org)

$5k challenge to quan­tify the im­pact of 80,000 hours’ top ca­reer paths

NunoSempere23 Sep 2022 11:32 UTC
126 points
14 comments6 min readEA link

Cost-effec­tive­ness of op­er­a­tions man­age­ment in high-im­pact organisations

Vasco Grilo🔸27 Nov 2022 10:33 UTC
48 points
11 comments12 min readEA link

Welfare ranges per calorie consumption

Vasco Grilo🔸24 Jun 2023 8:47 UTC
12 points
15 comments2 min readEA link

Famine deaths due to the cli­matic effects of nu­clear war

Vasco Grilo🔸14 Oct 2023 12:05 UTC
40 points
21 comments66 min readEA link

The the­o­ret­i­cal com­pu­ta­tional limit of the So­lar Sys­tem is 1.47x10^49 bits per sec­ond.

William the Kiwi17 Oct 2023 2:52 UTC
12 points
7 comments1 min readEA link

[Question] Have you ever used a Fermi calcu­la­tion to make a per­sonal ca­reer de­ci­sion?

ben.smith9 Nov 2020 9:34 UTC
6 points
4 comments1 min readEA link

[Question] Es­ti­mates on ex­pected effects of move­ment/​pres­sure group/​field build­ing?

jackva15 Feb 2024 11:35 UTC
39 points
6 comments1 min readEA link

Cost-effec­tive­ness of The In­tro­duc­tory EA Pro­gram and 80,000 Hours’ 1-on-1 program

Vasco Grilo🔸16 Mar 2024 9:33 UTC
24 points
2 comments4 min readEA link

Can we help in­di­vi­d­ual peo­ple cost-effec­tively? Our trial with three sick kids

NickLaing20 Feb 2024 9:43 UTC
396 points
35 comments10 min readEA link

Democ­racy in­dices weighted by nom­i­nal and real gross do­mes­tic product

Vasco Grilo🔸20 Jul 2024 9:05 UTC
12 points
0 comments2 min readEA link

Su­per­vol­ca­noes tail risk has been ex­ag­ger­ated?

Vasco Grilo🔸6 Mar 2024 8:38 UTC
46 points
9 comments8 min readEA link
(journals.ametsoc.org)

Marginal value (or lack thereof) of voting

Vasco Grilo🔸11 Mar 2024 9:01 UTC
7 points
4 comments14 min readEA link

Fu­ture deaths from non-op­ti­mal tem­per­a­ture and cost-effec­tive­ness of strato­spheric aerosol injection

Vasco Grilo🔸25 Jul 2024 16:50 UTC
25 points
9 comments5 min readEA link

The per­son-af­fect­ing value of ex­is­ten­tial risk reduction

Gregory Lewis🔸13 Apr 2018 1:44 UTC
65 points
33 comments4 min readEA link

Cost-effec­tive­ness of epi­demic/​pan­demic preparedness

Vasco Grilo🔸30 Jun 2024 13:37 UTC
32 points
11 comments1 min readEA link

Cost-effec­tive­ness of Shrimp Welfare Pro­ject’s Hu­mane Slaugh­ter Initiative

Vasco Grilo🔸6 Oct 2024 8:25 UTC
66 points
26 comments5 min readEA link

Con­cepts of ex­is­ten­tial catastrophe

Vasco Grilo🔸15 Apr 2024 17:16 UTC
11 points
1 comment8 min readEA link
(globalprioritiesinstitute.org)

Re­plac­ing chicken meat with beef or pork is bet­ter than the reverse

Vasco Grilo🔸4 Dec 2024 17:38 UTC
48 points
17 comments4 min readEA link
(www.onestepforanimals.org)

Cost-effec­tive­ness of buy­ing or­ganic in­stead of barn eggs

Vasco Grilo🔸14 Jun 2024 16:29 UTC
23 points
2 comments3 min readEA link

Cost-effec­tive­ness of School Plates

Vasco Grilo🔸25 May 2024 9:01 UTC
33 points
12 comments3 min readEA link

Es­ti­ma­tion for san­ity checks

NunoSempere21 Mar 2023 0:13 UTC
64 points
7 comments4 min readEA link
(nunosempere.com)

Es­ti­mat­ing value from pair­wise comparisons

Jonas Moss5 Oct 2022 11:23 UTC
34 points
3 comments1 min readEA link
(blog.jonasmoss.com)

Cal­ibrate—New Chrome Ex­ten­sion for hid­ing num­bers so you can guess

ChanaMessinger7 Oct 2022 11:21 UTC
26 points
4 comments1 min readEA link

A peek at pair­wise prefer­ence es­ti­ma­tion in eco­nomics, mar­ket­ing, and statistics

Jonas Moss8 Oct 2022 4:56 UTC
31 points
5 comments3 min readEA link
(blog.jonasmoss.com)

[Question] Is im­prov­ing the welfare of arthro­pods and ne­ma­todes un­der­rated?

Vasco Grilo🔸8 Nov 2022 10:26 UTC
37 points
11 comments1 min readEA link

Are poul­try birds re­ally im­por­tant? Yes...

Vasco Grilo🔸19 Jun 2022 18:24 UTC
13 points
2 comments1 min readEA link

Prob­a­bil­ity es­ti­mate for wild an­i­mal welfare prioritization

Stijn23 Oct 2019 20:47 UTC
9 points
20 comments17 min readEA link

How Many Lives Does X-Risk Work Save From Nonex­is­tence On Aver­age?

Jordan Arel8 Dec 2022 21:44 UTC
34 points
12 comments14 min readEA link

Es­ti­mat­ing the Aver­age Im­pact of an ARPA-E Grantmaker

charrin1 Dec 2022 6:34 UTC
22 points
8 comments2 min readEA link

Cost-effec­tive­ness of donat­ing a kidney

Vasco Grilo🔸23 Apr 2022 21:50 UTC
15 points
0 comments1 min readEA link

Open Let­ter Against Reck­less Nu­clear Es­ca­la­tion and Use

Vasco Grilo🔸3 Nov 2022 15:08 UTC
10 points
2 comments1 min readEA link
(futureoflife.org)

How much dona­tions are needed to neu­tral­ise the an­nual x-risk foot­print of the mean hu­man?

Vasco Grilo🔸22 Sep 2022 6:41 UTC
8 points
2 comments1 min readEA link

[Question] What is the re­la­tion­ship be­tween im­pact and EA Fo­rum karma?

Vasco Grilo🔸6 Dec 2022 10:42 UTC
14 points
3 comments3 min readEA link

[Question] Is there a good web app for do­ing the “equiv­a­lent bet test” from “How To Mea­sure Any­thing”?

nonzerosum10 Nov 2022 14:17 UTC
14 points
4 comments1 min readEA link

Should you still use the ITN frame­work? [Red Team­ing Con­test]

frib14 Jul 2022 4:02 UTC
32 points
12 comments9 min readEA link

L’in­quina­mento da plas­tica nei mari sem­bra uc­cidere molti meno uc­celli e mam­miferi mar­ini rispetto ai pesci pescati (es­em­pio pratico di stima di Fermi)

EA Italy31 Dec 2022 3:40 UTC
1 point
0 comments1 min readEA link

The Type Of An­i­mal Hus­bandry Is Rele­vant For An­i­mal Welfare

Achim17 Jun 2024 20:20 UTC
5 points
1 comment6 min readEA link
No comments.