RSS

AI forecasting

TagLast edit: Jul 22, 2022, 9:02 PM by Leo

AI forecasting is the process of trying to predict a variety of outcomes related to AI, such as when human-level AI will emerge (AI timelines) and what impacts it will have.

Further reading

Cotra, Ajeya (2020) Draft report on AI timelines, LessWrong, September 18.

Davidson, Tom (2021) Semi-informative priors over AI timelines, Open Philanthropy, March 25.

Gruetzemacher, Ross et al. (2020) Forecasting AI progress: a research agenda, arXiv:2008.01848 [Cs].

Koehler, Arden, Robert Wiblin & Keiran Harris (2020) Danny Hernandez on forecasting and the drivers of AI progress, 80,000 Hours, May 22.

Wiblin, Robert & Keiran Harris (2018) How well can we actually predict the future? Katja Grace on why expert opinion isn’t a great guide to AI’s impact and how to do better, 80,000 Hours, August 21.

External links

AI Forecasting Dictionary. A set of standards and conventions for precisely interpreting AI and auxiliary terms.

AI timelines. List of publications by AI Impacts.

Related entries

AI governance | AI alignment | AI Impacts | estimation of existential risk | forecasting | long-range forecasting | quantum computing | tabletop exercises

AI timelines by bio an­chors: the de­bate in one place

Will AldredJul 30, 2022, 11:04 PM
93 points
6 comments2 min readEA link

AI Timelines: Where the Ar­gu­ments, and the “Ex­perts,” Stand

Holden KarnofskySep 7, 2021, 5:35 PM
88 points
3 comments11 min readEA link

AI Fore­cast­ing Re­search Ideas

Jaime SevillaNov 17, 2022, 5:37 PM
78 points
1 comment1 min readEA link
(docs.google.com)

Liter­a­ture re­view of Trans­for­ma­tive Ar­tifi­cial In­tel­li­gence timelines

Jaime SevillaJan 27, 2023, 8:36 PM
148 points
10 comments1 min readEA link

AGI and the EMH: mar­kets are not ex­pect­ing al­igned or un­al­igned AI in the next 30 years

basil.halperinJan 10, 2023, 4:05 PM
342 points
177 comments26 min readEA link

[Our World in Data] AI timelines: What do ex­perts in ar­tifi­cial in­tel­li­gence ex­pect for the fu­ture? (Roser, 2023)

Will AldredFeb 7, 2023, 2:52 PM
98 points
1 comment1 min readEA link
(ourworldindata.org)

A con­cern about the “evolu­tion­ary an­chor” of Ajeya Co­tra’s re­port on AI timelines.

NunoSempereAug 16, 2022, 2:44 PM
75 points
40 comments5 min readEA link
(nunosempere.com)

Re­port on Whether AI Could Drive Ex­plo­sive Eco­nomic Growth

Tom_DavidsonJun 25, 2021, 11:02 PM
63 points
5 comments2 min readEA link

AI Risk & Policy Fore­casts from Me­tac­u­lus & FLI’s AI Path­ways Workshop

Will AldredMay 16, 2023, 8:53 AM
41 points
0 comments8 min readEA link

Samotsvety’s AI risk forecasts

eliflandSep 9, 2022, 4:01 AM
175 points
30 comments4 min readEA link

[Link post] How plau­si­ble are AI Takeover sce­nar­ios?

SammyDMartinSep 27, 2021, 1:03 PM
26 points
0 comments1 min readEA link

AI X-Risk: In­te­grat­ing on the Shoulders of Giants

TD_PilditchNov 1, 2022, 4:07 PM
34 points
0 comments47 min readEA link

A com­pute-based frame­work for think­ing about the fu­ture of AI

Matthew_BarnettMay 31, 2023, 10:00 PM
96 points
36 comments19 min readEA link

Why AI is Harder Than We Think—Me­lanie Mitchell

Eevee🔹Apr 28, 2021, 8:19 AM
45 points
7 comments2 min readEA link
(arxiv.org)

Two con­trast­ing mod­els of “in­tel­li­gence” and fu­ture growth

Magnus VindingNov 24, 2022, 11:54 AM
74 points
32 comments22 min readEA link

Sur­vey on AI ex­is­ten­tial risk scenarios

Sam ClarkeJun 8, 2021, 5:12 PM
154 points
11 comments6 min readEA link

Oper­a­tional­iz­ing timelines

Zach Stein-PerlmanMar 10, 2023, 5:30 PM
30 points
2 comments1 min readEA link

Will scal­ing work?

Vasco Grilo🔸Feb 4, 2024, 9:29 AM
19 points
1 comment12 min readEA link
(www.dwarkeshpatel.com)

Me­tac­u­lus is build­ing a team ded­i­cated to AI forecasting

christianOct 18, 2022, 4:08 PM
35 points
0 comments1 min readEA link
(apply.workable.com)

What a com­pute-cen­tric frame­work says about AI take­off speeds

Tom_DavidsonJan 23, 2023, 4:09 AM
189 points
7 comments16 min readEA link
(www.lesswrong.com)

Pre­dictable up­dat­ing about AI risk

Joe_CarlsmithMay 8, 2023, 10:05 PM
134 points
12 comments36 min readEA link

Biolog­i­cal An­chors ex­ter­nal re­view by Jen­nifer Lin (linkpost)

peterhartreeNov 30, 2022, 1:06 PM
36 points
0 comments1 min readEA link
(docs.google.com)

Drivers of large lan­guage model diffu­sion: in­cre­men­tal re­search, pub­lic­ity, and cascades

Ben CottierDec 21, 2022, 1:50 PM
21 points
0 comments29 min readEA link

Scor­ing fore­casts from the 2016 “Ex­pert Sur­vey on Progress in AI”

PatrickLMar 1, 2023, 2:39 PM
204 points
21 comments9 min readEA link

Without a tra­jec­tory change, the de­vel­op­ment of AGI is likely to go badly

Max HMay 30, 2023, 12:21 AM
1 point
0 comments13 min readEA link

In­trin­sic limi­ta­tions of GPT-4 and other large lan­guage mod­els, and why I’m not (very) wor­ried about GPT-n

James FodorJun 3, 2023, 1:09 PM
28 points
3 comments11 min readEA link

AGI Timelines in Gover­nance: Differ­ent Strate­gies for Differ­ent Timeframes

simeon_cDec 19, 2022, 9:31 PM
110 points
19 comments1 min readEA link

AI Policy In­sights from the AIMS Survey

Janet PauketatFeb 22, 2024, 7:17 PM
10 points
1 comment18 min readEA link
(www.sentienceinstitute.org)

When re­port­ing AI timelines, be clear who you’re defer­ring to

Sam ClarkeOct 10, 2022, 2:24 PM
120 points
20 comments1 min readEA link

The repli­ca­tion and em­u­la­tion of GPT-3

Ben CottierDec 21, 2022, 1:49 PM
14 points
0 comments33 min readEA link

Will AI end ev­ery­thing? A guide to guess­ing | EAG Bay Area 23

Katja_GraceMay 25, 2023, 5:01 PM
74 points
1 comment21 min readEA link

Prac­tic­ing my Hand­writ­ing in 1439

Maxwell TabarrokFeb 3, 2024, 1:22 PM
19 points
1 comment3 min readEA link
(www.maximum-progress.com)

[linkpost] “What Are Rea­son­able AI Fears?” by Robin Han­son, 2023-04-23

Arjun PanicksseryApr 14, 2023, 11:26 PM
41 points
3 comments4 min readEA link
(quillette.com)

[Question] Ask­ing for on­line re­sources why AI now is near AGI

jackchang110May 18, 2023, 12:04 AM
6 points
4 comments1 min readEA link

[Question] Why most peo­ple in EA are con­fi­dent that AI will sur­pass hu­mans?

jackchang110May 25, 2023, 1:39 PM
2 points
6 comments1 min readEA link

Epoch AI is Hiring an Eco­nomics of AI Researcher

merilalamaMay 3, 2024, 12:03 AM
24 points
2 comments3 min readEA link
(careers.rethinkpriorities.org)

Why I think it’s im­por­tant to work on AI forecasting

Matthew_BarnettFeb 27, 2023, 9:24 PM
179 points
10 comments10 min readEA link

Epoch is hiring a Product and Data Vi­su­al­iza­tion Designer

merilalamaNov 25, 2023, 12:14 AM
21 points
0 comments4 min readEA link
(careers.rethinkpriorities.org)

Trans­for­ma­tive AGI by 2043 is <1% likely

Ted SandersJun 6, 2023, 3:51 PM
98 points
92 comments5 min readEA link
(arxiv.org)

Ques­tions for fur­ther in­ves­ti­ga­tion of AI diffusion

Ben CottierDec 21, 2022, 1:50 PM
28 points
0 comments11 min readEA link

Fore­cast in the Un­der­stand­ing AI Series With Ti­mothy B. Lee

christianMar 28, 2024, 10:27 PM
12 points
2 comments1 min readEA link
(www.metaculus.com)

An­nounc­ing Fore­castBench, a new bench­mark for AI and hu­man fore­cast­ing abilities

Forecasting Research InstituteOct 1, 2024, 12:31 PM
20 points
1 comment3 min readEA link
(arxiv.org)

Ex­plor­ing Me­tac­u­lus’s AI Track Record

Peter ScoblicMay 1, 2023, 9:02 PM
52 points
5 comments5 min readEA link

[Question] What con­sid­er­a­tions in­fluence whether I have more in­fluence over short or long timelines?

kokotajlodNov 5, 2020, 7:57 PM
18 points
0 comments1 min readEA link

Effects of anti-ag­ing re­search on the long-term future

Matthew_BarnettFeb 27, 2020, 10:42 PM
61 points
33 comments4 min readEA link

Fore­cast­ing Trans­for­ma­tive AI: Are we “trend­ing to­ward” trans­for­ma­tive AI? (How would we know?)

Holden KarnofskyAug 24, 2021, 5:15 PM
56 points
12 comments10 min readEA link

“Biolog­i­cal an­chors” is about bound­ing, not pin­point­ing, AI timelines

Holden KarnofskyNov 18, 2021, 9:03 PM
38 points
9 comments10 min readEA link

Draft re­port on ex­is­ten­tial risk from power-seek­ing AI

Joe_CarlsmithApr 28, 2021, 9:41 PM
88 points
34 comments1 min readEA link

Pre­dict re­sponses to the “ex­is­ten­tial risk from AI” survey

RobBensingerMay 28, 2021, 1:38 AM
36 points
8 comments2 min readEA link

Disagree­ment with bio an­chors that lead to shorter timelines

mariushobbhahnNov 16, 2022, 2:40 PM
85 points
1 comment1 min readEA link

[Question] Is this a good way to bet on short timelines?

kokotajlodNov 28, 2020, 2:31 PM
17 points
16 comments1 min readEA link

Is AI fore­cast­ing a waste of effort on the mar­gin?

EmrikNov 5, 2022, 12:41 AM
12 points
6 comments3 min readEA link

Dis­cussing how to al­ign Trans­for­ma­tive AI if it’s de­vel­oped very soon

eliflandNov 28, 2022, 4:17 PM
36 points
0 comments1 min readEA link

My thoughts on nan­otech­nol­ogy strat­egy re­search as an EA cause area

Ben SnodinMay 2, 2022, 9:41 AM
137 points
17 comments33 min readEA link

Publi­ca­tion de­ci­sions for large lan­guage mod­els, and their impacts

Ben CottierDec 21, 2022, 1:50 PM
14 points
0 comments16 min readEA link

Back­ground for “Un­der­stand­ing the diffu­sion of large lan­guage mod­els”

Ben CottierDec 21, 2022, 1:49 PM
12 points
0 comments23 min readEA link

Ar­gu­ment Against Im­pact: EU Is Not an AI Su­per­power

EU AI GovernanceJan 31, 2022, 9:48 AM
35 points
9 comments4 min readEA link

Rele­vant pre-AGI possibilities

kokotajlodJun 20, 2020, 1:15 PM
22 points
0 comments1 min readEA link
(aiimpacts.org)

Birds, Brains, Planes, and AI: Against Ap­peals to the Com­plex­ity/​Mys­te­ri­ous­ness/​Effi­ciency of the Brain

kokotajlodJan 18, 2021, 12:39 PM
27 points
2 comments1 min readEA link

Con­clu­sion and Bibliog­ra­phy for “Un­der­stand­ing the diffu­sion of large lan­guage mod­els”

Ben CottierDec 21, 2022, 1:50 PM
12 points
0 comments11 min readEA link

[Question] Fore­cast­ing thread: How does AI risk level vary based on timelines?

eliflandSep 14, 2022, 11:56 PM
47 points
8 comments1 min readEA link

Win­ners of the EA Crit­i­cism and Red Team­ing Contest

LizkaOct 1, 2022, 1:50 AM
226 points
41 comments19 min readEA link

AI Fore­cast­ing Re­s­olu­tion Coun­cil (Fore­cast­ing in­fras­truc­ture, part 2)

terraformAug 29, 2019, 5:43 PM
28 points
0 comments3 min readEA link

Shul­man and Yud­kowsky on AI progress

CarlShulmanDec 4, 2021, 11:37 AM
46 points
0 comments20 min readEA link

Some thoughts on David Rood­man’s model of eco­nomic growth and its re­la­tion to AI timelines

Tom_DavidsonJul 19, 2021, 9:47 PM
96 points
6 comments6 min readEA link

Re­port on Semi-in­for­ma­tive Pri­ors for AI timelines (Open Philan­thropy)

Tom_DavidsonMar 26, 2021, 5:46 PM
62 points
6 comments2 min readEA link

Im­pli­ca­tions of large lan­guage model diffu­sion for AI governance

Ben CottierDec 21, 2022, 1:50 PM
14 points
0 comments38 min readEA link

Re­place­ment for PONR concept

kokotajlodSep 2, 2022, 12:38 AM
14 points
1 comment2 min readEA link

Con­ver­sa­tion on tech­nol­ogy fore­cast­ing and gradualism

RobBensingerDec 9, 2021, 7:00 PM
15 points
3 comments31 min readEA link

[Question] What is the best source to ex­plain short AI timelines to a skep­ti­cal per­son?

trevor1Nov 23, 2022, 5:20 AM
2 points
3 comments1 min readEA link

Ajeya’s TAI timeline short­ened from 2050 to 2040

Zach Stein-PerlmanAug 3, 2022, 12:00 AM
59 points
2 comments1 min readEA link
(www.lesswrong.com)

Vignettes Work­shop (AI Im­pacts)

kokotajlodJun 15, 2021, 11:02 AM
43 points
5 comments1 min readEA link

A Bird’s Eye View of the ML Field [Prag­matic AI Safety #2]

TW123May 9, 2022, 5:15 PM
97 points
2 comments35 min readEA link

[Question] What are the top pri­ori­ties in a slow-take­off, mul­ti­po­lar world?

JP Addison🔸Aug 25, 2021, 8:47 AM
26 points
9 comments1 min readEA link

AGI x-risk timelines: 10% chance (by year X) es­ti­mates should be the head­line, not 50%.

Greg_Colbourn ⏸️ Mar 1, 2022, 12:02 PM
69 points
22 comments2 min readEA link

AI Fore­cast­ing Dic­tionary (Fore­cast­ing in­fras­truc­ture, part 1)

terraformAug 8, 2019, 1:16 PM
18 points
0 comments5 min readEA link

“Slower tech de­vel­op­ment” can be about or­der­ing, grad­u­al­ness, or dis­tance from now

MichaelA🔸Nov 14, 2021, 8:58 PM
47 points
3 comments4 min readEA link

Against GDP as a met­ric for timelines and take­off speeds

kokotajlodDec 29, 2020, 5:50 PM
47 points
6 comments14 min readEA link

[Question] How can I bet on short timelines?

kokotajlodNov 7, 2020, 12:45 PM
33 points
12 comments2 min readEA link

Fore­cast­ing Trans­for­ma­tive AI: What Kind of AI?

Holden KarnofskyAug 10, 2021, 9:38 PM
62 points
3 comments10 min readEA link

AI Fore­cast­ing Ques­tion Database (Fore­cast­ing in­fras­truc­ture, part 3)

terraformSep 3, 2019, 2:57 PM
23 points
2 comments4 min readEA link

It takes 5 lay­ers and 1000 ar­tifi­cial neu­rons to simu­late a sin­gle biolog­i­cal neu­ron [Link]

MichaelStJulesSep 7, 2021, 9:53 PM
44 points
17 comments2 min readEA link

Atari early

AI ImpactsApr 2, 2020, 11:28 PM
34 points
2 comments5 min readEA link
(aiimpacts.org)

My take on What We Owe the Future

eliflandSep 1, 2022, 6:07 PM
354 points
51 comments26 min readEA link

On Defer­ence and Yud­kowsky’s AI Risk Estimates

bgarfinkelJun 19, 2022, 2:35 PM
285 points
194 comments17 min readEA link

Biol­ogy-In­spired AGI Timelines: The Trick That Never Works

EliezerYudkowskyDec 1, 2021, 10:44 PM
22 points
3 comments65 min readEA link

My at­tempt to think about AI timelines

Ben SnodinMay 18, 2021, 5:05 PM
53 points
20 comments9 min readEA link

Dis­con­tin­u­ous progress in his­tory: an update

AI ImpactsApr 17, 2020, 4:28 PM
69 points
3 comments24 min readEA link

How Do AI Timelines Affect Giv­ing Now vs. Later?

MichaelDickensAug 3, 2021, 3:36 AM
36 points
8 comments8 min readEA link

Phil Tram­mell on Eco­nomic Growth Un­der Trans­for­ma­tive AI

Michaël TrazziOct 24, 2021, 6:10 PM
10 points
0 comments53 min readEA link
(youtu.be)

Per­sua­sion Tools: AI takeover with­out AGI or agency?

kokotajlodNov 20, 2020, 4:56 PM
15 points
5 comments10 min readEA link

AMA: Ajeya Co­tra, re­searcher at Open Phil

AjeyaJan 28, 2021, 5:38 PM
84 points
105 comments1 min readEA link

Asya Ber­gal: Rea­sons you might think hu­man-level AI is un­likely to hap­pen soon

EA GlobalAug 26, 2020, 4:01 PM
24 points
2 comments17 min readEA link
(www.youtube.com)

Draft re­port on AI timelines

AjeyaDec 15, 2020, 12:10 PM
35 points
0 comments1 min readEA link
(alignmentforum.org)

Fore­cast­ing trans­for­ma­tive AI: the “biolog­i­cal an­chors” method in a nutshell

Holden KarnofskyAug 31, 2021, 6:17 PM
50 points
13 comments18 min readEA link

Im­pli­ca­tion of AI timelines on plan­ning and solutions

JJ HepburnAug 21, 2021, 5:11 AM
15 points
0 comments2 min readEA link

Fore­cast­ing trans­for­ma­tive AI: what’s the bur­den of proof?

Holden KarnofskyAug 17, 2021, 5:14 PM
71 points
17 comments16 min readEA link

An­nounc­ing Epoch: A re­search or­ga­ni­za­tion in­ves­ti­gat­ing the road to Trans­for­ma­tive AI

Jaime SevillaJun 27, 2022, 1:39 PM
183 points
11 comments2 min readEA link
(epochai.org)

On AI and Compute

johncroxApr 3, 2019, 9:26 PM
39 points
12 comments8 min readEA link

What 2026 looks like (Daniel’s me­dian fu­ture)

kokotajlodAug 7, 2021, 5:14 AM
38 points
1 comment2 min readEA link
(www.lesswrong.com)

Com­par­ing top fore­cast­ers and do­main experts

technicalitiesMar 6, 2022, 8:43 PM
210 points
40 comments3 min readEA link

More Chris­ti­ano, Co­tra, and Yud­kowsky on AI progress

EliezerYudkowskyDec 6, 2021, 8:34 PM
16 points
1 comment40 min readEA link

“Ex­is­ten­tial risk from AI” sur­vey results

RobBensingerJun 1, 2021, 8:19 PM
80 points
35 comments11 min readEA link

‘Dis­solv­ing’ AI Risk – Pa­ram­e­ter Uncer­tainty in AI Fu­ture Forecasting

FroolowOct 18, 2022, 10:54 PM
111 points
63 comments39 min readEA link

Have your timelines changed as a re­sult of ChatGPT?

Chris LeongDec 5, 2022, 3:03 PM
30 points
18 comments1 min readEA link

AI timelines and the­o­ret­i­cal un­der­stand­ing of deep learn­ing

Venky1024Sep 12, 2021, 4:26 PM
4 points
8 comments2 min readEA link

AGI Isn’t Close—Fu­ture Fund Wor­ld­view Prize

Toni MUENDELDec 18, 2022, 4:03 PM
−8 points
24 comments13 min readEA link

[Question] Ques­tions on databases of AI Risk estimates

FroolowOct 2, 2022, 9:12 AM
24 points
12 comments2 min readEA link

Long-Term Fu­ture Fund: May 2021 grant recommendations

abergalMay 27, 2021, 6:44 AM
110 points
17 comments57 min readEA link

[Link post] Pa­ram­e­ter counts in Ma­chine Learning

Jaime SevillaJul 1, 2021, 3:44 PM
15 points
0 comments1 min readEA link

Un­der­stand­ing the diffu­sion of large lan­guage mod­els: summary

Ben CottierDec 21, 2022, 1:49 PM
127 points
18 comments22 min readEA link

Chris­ti­ano, Co­tra, and Yud­kowsky on AI progress

AjeyaNov 25, 2021, 4:30 PM
18 points
6 comments68 min readEA link

[Question] What will be some of the most im­pact­ful ap­pli­ca­tions of ad­vanced AI in the near term?

IanDavidMossMar 3, 2022, 3:26 PM
16 points
7 comments1 min readEA link

Sum­mary of Si­tu­a­tional Aware­ness—The Decade Ahead

OscarD🔸Jun 8, 2024, 11:29 AM
143 points
5 comments18 min readEA link

[Link] “The AI Timelines Scam”

Milan GriffesJul 11, 2019, 3:37 AM
22 points
2 comments1 min readEA link

[Question] What are the num­bers in mind for the su­per-short AGI timelines so many long-ter­mists are alarmed about?

Evan_GaensbauerApr 19, 2022, 9:09 PM
41 points
2 comments1 min readEA link

Does gen­er­al­ity pay? GPT-3 can provide pre­limi­nary ev­i­dence.

Eevee🔹Jul 12, 2020, 6:53 PM
21 points
4 comments2 min readEA link

Yud­kowsky and Chris­ti­ano dis­cuss “Take­off Speeds”

EliezerYudkowskyNov 22, 2021, 7:42 PM
42 points
0 comments60 min readEA link

When you plan ac­cord­ing to your AI timelines, should you put more weight on the me­dian fu­ture, or the me­dian fu­ture | even­tual AI al­ign­ment suc­cess? ⚖️

Jeffrey LadishJan 5, 2023, 1:55 AM
16 points
2 comments2 min readEA link

Up­date to Samotsvety AGI timelines

Misha_YagudinJan 24, 2023, 4:27 AM
120 points
9 comments4 min readEA link

Un­jour­nal: Eval­u­a­tions of “Ar­tifi­cial In­tel­li­gence and Eco­nomic Growth”, and new host­ing space

david_reinsteinMar 17, 2023, 8:20 PM
47 points
0 comments2 min readEA link
(unjournal.pubpub.org)

Trends in the dol­lar train­ing cost of ma­chine learn­ing systems

Ben CottierFeb 1, 2023, 2:48 PM
63 points
3 comments1 min readEA link

Tech­nolog­i­cal de­vel­op­ments that could in­crease risks from nu­clear weapons: A shal­low review

MichaelA🔸Feb 9, 2023, 3:41 PM
79 points
3 comments5 min readEA link
(bit.ly)

Sur­vey on in­ter­me­di­ate goals in AI governance

MichaelA🔸Mar 17, 2023, 12:44 PM
155 points
4 comments1 min readEA link

An­nounc­ing the Open Philan­thropy AI Wor­ld­views Contest

Jason SchukraftMar 10, 2023, 2:33 AM
137 points
33 comments3 min readEA link
(www.openphilanthropy.org)

[Linkpost] Scott Alexan­der re­acts to OpenAI’s lat­est post

AkashMar 11, 2023, 10:24 PM
105 points
4 comments1 min readEA link

How bad a fu­ture do ML re­searchers ex­pect?

Katja_GraceMar 13, 2023, 5:47 AM
165 points
20 comments1 min readEA link

Su­perfore­cast­ing the premises in “Is power-seek­ing AI an ex­is­ten­tial risk?”

Joe_CarlsmithOct 18, 2023, 8:33 PM
114 points
3 comments1 min readEA link

Fu­ture Mat­ters #8: Bing Chat, AI labs on safety, and paus­ing Fu­ture Matters

PabloMar 21, 2023, 2:50 PM
81 points
5 comments24 min readEA link

An­nounc­ing Epoch’s newly ex­panded Pa­ram­e­ters, Com­pute and Data Trends in Ma­chine Learn­ing database

Robi RahmanOct 25, 2023, 3:03 AM
38 points
1 comment1 min readEA link
(epochai.org)

Me­tac­u­lus Pre­dicts Weak AGI in 2 Years and AGI in 10

Chris LeongMar 24, 2023, 7:43 PM
27 points
12 comments1 min readEA link

Clar­ify­ing and pre­dict­ing AGI

richard_ngoMay 4, 2023, 3:56 PM
69 points
2 comments1 min readEA link

AI Views Snapshots

RobBensingerDec 13, 2023, 12:45 AM
25 points
0 comments1 min readEA link

Con­tin­u­ous doesn’t mean slow

Tom_DavidsonMay 10, 2023, 12:17 PM
64 points
1 comment4 min readEA link

Long list of AI ques­tions

NunoSempereDec 6, 2023, 11:12 AM
124 points
14 comments86 min readEA link

Fo­cus­ing your im­pact on short vs long TAI timelines

kuhanjSep 30, 2023, 7:23 PM
44 points
0 comments10 min readEA link

FLI pod­cast se­ries, “Imag­ine A World”, about as­pira­tional fu­tures with AGI

Jackson WagnerOct 13, 2023, 4:03 PM
18 points
0 comments4 min readEA link

Thoughts on “The Offense-Defense Balance Rarely Changes”

Cullen 🔸Feb 12, 2024, 3:26 AM
42 points
4 comments5 min readEA link

Me­tac­u­lus Launches Fu­ture of AI Series, Based on Re­search Ques­tions by Arb

christianMar 13, 2024, 9:14 PM
34 points
0 comments1 min readEA link
(www.metaculus.com)

Against Ex­plo­sive Growth

c.troutSep 4, 2024, 9:45 PM
24 points
9 comments1 min readEA link

Timelines to Trans­for­ma­tive AI: an investigation

Zershaaneh QureshiMar 25, 2024, 6:11 PM
73 points
8 comments50 min readEA link

On the fu­ture of lan­guage models

Owen Cotton-BarrattDec 20, 2023, 4:58 PM
125 points
3 comments36 min readEA link

Non-al­ign­ment pro­ject ideas for mak­ing trans­for­ma­tive AI go well

Lukas FinnvedenJan 4, 2024, 7:23 AM
66 points
1 comment3 min readEA link
(lukasfinnveden.substack.com)

Sur­vey of 2,778 AI au­thors: six parts in pictures

Katja_GraceJan 6, 2024, 4:43 AM
176 points
10 comments1 min readEA link

Lan­guage mod­els sur­prised us

AjeyaAug 29, 2023, 9:18 PM
59 points
10 comments5 min readEA link

Re­sults from an Ad­ver­sar­ial Col­lab­o­ra­tion on AI Risk (FRI)

Forecasting Research InstituteMar 11, 2024, 3:54 PM
193 points
25 comments9 min readEA link
(forecastingresearch.org)

An­nounc­ing Epoch’s dash­board of key trends and figures in Ma­chine Learning

Jaime SevillaApr 13, 2023, 7:33 AM
127 points
4 comments1 min readEA link

AI Im­pacts: His­toric trends in tech­nolog­i­cal progress

Aaron Gertler 🔸Feb 12, 2020, 12:08 AM
55 points
5 comments3 min readEA link

Take­off speeds pre­sen­ta­tion at Anthropic

Tom_DavidsonJun 4, 2024, 10:46 PM
29 points
3 comments1 min readEA link

6 (Po­ten­tial) Mis­con­cep­tions about AI Intellectuals

Ozzie GooenFeb 14, 2025, 11:51 PM
30 points
2 comments12 min readEA link

When do ex­perts think hu­man-level AI will be cre­ated?

Vishakha AgrawalJan 2, 2025, 11:17 PM
36 points
4 comments2 min readEA link
(aisafety.info)

Ex­perts’ AI timelines are longer than you have been told?

Vasco Grilo🔸Jan 9, 2025, 5:30 PM
30 points
11 comments3 min readEA link
(bayes.net)

Bench­mark Perfor­mance is a Poor Mea­sure of Gen­er­al­is­able AI Rea­son­ing Capabilities

James FodorFeb 21, 2025, 4:25 AM
10 points
3 comments24 min readEA link

A brief his­tory of the au­to­mated corporation

Owen Cotton-BarrattNov 4, 2024, 2:37 PM
21 points
1 comment5 min readEA link
(strangecities.substack.com)

[Ru­mour] Microsoft to in­vest $10B in OpenAI, will re­ceive 75% of prof­its un­til they re­coup in­vest­ment: GPT would be in­te­grated with Office

𝕮𝖎𝖓𝖊𝖗𝖆Jan 10, 2023, 11:43 PM
25 points
2 comments1 min readEA link

2022 AI ex­pert sur­vey results

Zach Stein-PerlmanAug 4, 2022, 3:54 PM
88 points
7 comments2 min readEA link
(aiimpacts.org)

Com­par­ing Fore­cast­ing Track Records for AI Bench­mark­ing and Beyond

Tom LiptaySep 25, 2024, 9:01 PM
14 points
1 comment19 min readEA link
(www.metaculus.com)

The State of Metaculus

christianFeb 5, 2025, 7:17 PM
17 points
1 comment6 min readEA link
(www.metaculus.com)

2024 State of AI Reg­u­la­tory Landscape

Deric ChengMay 28, 2024, 12:00 PM
12 points
1 comment2 min readEA link
(www.convergenceanalysis.org)

Can AI Out­pre­dict Hu­mans? Re­sults From Me­tac­u­lus’s Q3 AI Fore­cast­ing Benchmark

Tom LiptayOct 10, 2024, 6:58 PM
32 points
1 comment6 min readEA link
(www.metaculus.com)

Fore­cast­ing Our World in Data: The Next 100 Years

AlexLeaderFeb 1, 2023, 10:13 PM
97 points
8 comments66 min readEA link
(www.metaculus.com)

Epoch Im­pact Re­port 2022

Jaime SevillaFeb 2, 2023, 1:09 PM
81 points
1 comment1 min readEA link
(epochai.org)

Effec­tive Utopia: Mul­tiver­sal AI Align­ment & Ethics of Ul­ti­mate Free­dom

ankMar 2, 2025, 3:14 AM
1 point
0 comments35 min readEA link

If slow-take­off AGI is some­what likely, don’t give now

Milan GriffesJan 23, 2019, 8:54 PM
21 points
33 comments2 min readEA link

War in Taiwan and AI Timelines

Jordan_SchneiderAug 24, 2022, 2:24 AM
19 points
3 comments8 min readEA link
(www.chinatalk.media)

AGI in sight: our look at the game board

Andrea_MiottiFeb 18, 2023, 10:17 PM
25 points
18 comments1 min readEA link

Ge­offrey Hin­ton on the Past, Pre­sent, and Fu­ture of AI

Stephen McAleeseOct 12, 2024, 4:41 PM
5 points
1 comment1 min readEA link

[Question] Will more AI sys­tems be trained to make use of pre­ex­ist­ing com­pu­ta­tional tools?

deepMay 6, 2022, 5:16 PM
5 points
4 comments1 min readEA link

Sakana, Straw­berry, and Scary AI

Matrice JacobineSep 19, 2024, 11:57 AM
1 point
0 comments1 min readEA link
(www.astralcodexten.com)

Call for Cruxes by Rhyme, a Longter­mist His­tory Con­sul­tancy

Lara_THMar 1, 2023, 10:20 AM
147 points
6 comments3 min readEA link

Ori­ent­ing to 3 year AGI timelines

NikolaDec 22, 2024, 11:07 PM
123 points
15 comments1 min readEA link

Fore­cast­ing Com­pute—Trans­for­ma­tive AI and Com­pute [2/​4]

lennartOct 1, 2021, 8:25 AM
39 points
6 comments19 min readEA link

We are in a New Paradigm of AI Progress—OpenAI’s o3 model makes huge gains on the tough­est AI bench­marks in the world

GarrisonDec 22, 2024, 9:45 PM
26 points
0 comments4 min readEA link
(garrisonlovely.substack.com)

Every­thing’s nor­mal un­til it’s not

Eleni_AMar 10, 2023, 1:42 AM
6 points
0 comments3 min readEA link

An­thropic: Core Views on AI Safety: When, Why, What, and How

jonmenasterMar 9, 2023, 5:30 PM
107 points
6 comments22 min readEA link
(www.anthropic.com)

Why I think strong gen­eral AI is com­ing soon

porbySep 28, 2022, 6:55 AM
14 points
1 comment1 min readEA link

Fore­cast 2025 With Vox’s Fu­ture Perfect Team — $2,500 Prize Pool

christianDec 20, 2024, 11:00 PM
10 points
0 comments1 min readEA link
(www.metaculus.com)

Epoch is hiring an As­so­ci­ate Data Analyst

merilalamaSep 21, 2023, 1:25 PM
9 points
2 comments3 min readEA link
(careers.rethinkpriorities.org)

2023 Open Philan­thropy AI Wor­ld­views Con­test: Odds of Ar­tifi­cial Gen­eral In­tel­li­gence by 2043

srhoades10Mar 14, 2023, 8:32 PM
19 points
0 comments46 min readEA link

We Ran an AI Timelines Retreat

Lenny McClineMay 17, 2022, 4:40 AM
46 points
6 comments3 min readEA link

Trans­for­ma­tive AI and Com­pute—Read­ing List

Frederik BergSep 4, 2023, 6:21 AM
24 points
0 comments1 min readEA link
(docs.google.com)

Im­mor­tal­ity or death by AGI

ImmortalityOrDeathByAGISep 24, 2023, 9:44 AM
12 points
2 comments4 min readEA link
(www.lesswrong.com)

[Link post] Will we see fast AI Take­off?

SammyDMartinSep 30, 2021, 2:03 PM
18 points
0 comments1 min readEA link

An­nounc­ing New Begin­ner-friendly Book on AI Safety and Risk

Darren McKeeNov 25, 2023, 3:57 PM
114 points
9 comments1 min readEA link

Public Opinion on AI Safety: AIMS 2023 and 2021 Summary

Janet PauketatSep 25, 2023, 6:09 PM
19 points
0 comments3 min readEA link
(www.sentienceinstitute.org)

Largest AI model in 2 years from $10B

Péter DrótosOct 24, 2023, 3:14 PM
37 points
0 comments7 min readEA link

A sim­ple way of ex­ploit­ing AI’s com­ing eco­nomic im­pact may be highly-impactful

kuiraJul 16, 2023, 10:30 AM
5 points
0 comments2 min readEA link
(www.lesswrong.com)

Epoch is hiring an ML Hard­ware Researcher

merilalamaJul 20, 2023, 7:08 PM
29 points
0 comments4 min readEA link
(careers.rethinkpriorities.org)

Carl Shul­man on AI takeover mechanisms (& more): Part II of Dwarkesh Pa­tel in­ter­view for The Lu­nar Society

Alejandro OrtegaJul 25, 2023, 6:31 PM
28 points
0 comments5 min readEA link
(www.dwarkeshpatel.com)

Me­tac­u­lus Q4 AI Bench­mark­ing: Bots Are Clos­ing The Gap

Molly HickmanFeb 19, 2025, 10:46 PM
40 points
2 comments13 min readEA link

As­ter­isk Magaz­ine Is­sue 03: AI

Alejandro OrtegaJul 24, 2023, 3:53 PM
34 points
3 comments1 min readEA link
(asteriskmag.com)

My per­sonal cruxes for work­ing on AI safety

BuckFeb 13, 2020, 7:11 AM
136 points
35 comments44 min readEA link

Com­pute Re­search Ques­tions and Met­rics—Trans­for­ma­tive AI and Com­pute [4/​4]

lennartNov 28, 2021, 10:18 PM
18 points
2 comments1 min readEA link

Epoch is hiring a Re­search Data Analyst

merilalamaNov 22, 2022, 5:34 PM
21 points
0 comments4 min readEA link
(careers.rethinkpriorities.org)

AI Fore­cast­ing Bench­mark: Con­grat­u­la­tions to Q4 Win­ners + Q1 Prac­tice Ques­tions Open

christianJan 10, 2025, 3:02 AM
6 points
0 comments2 min readEA link
(www.metaculus.com)

Take­aways from the Me­tac­u­lus AI Progress Tournament

Javier Prieto🔸Jul 27, 2023, 2:37 PM
85 points
6 comments4 min readEA link

XPT fore­casts on (some) Direct Ap­proach model inputs

Forecasting Research InstituteAug 20, 2023, 12:39 PM
37 points
0 comments9 min readEA link

Mea­sur­ing AI-Driven Risk with Stock Prices (Su­sana Cam­pos-Mart­ins)

Global Priorities InstituteDec 12, 2024, 2:22 PM
10 points
1 comment4 min readEA link
(globalprioritiesinstitute.org)

When Will We Spend Enough to Train Trans­for­ma­tive AI

snMar 28, 2023, 12:41 AM
3 points
0 comments9 min readEA link

[Event] Join Me­tac­u­lus To­mor­row, March 31st, for Fore­cast Fri­day!

christianMar 30, 2023, 8:58 PM
29 points
1 comment1 min readEA link
(www.metaculus.com)

Defer­ence on AI timelines: sur­vey results

Sam ClarkeMar 30, 2023, 11:03 PM
68 points
3 comments2 min readEA link

[Question] How to per­suade a non-CS back­ground per­son to be­lieve AGI is 50% pos­si­ble in 2040?

jackchang110Apr 1, 2023, 3:27 PM
1 point
7 comments1 min readEA link

[Question] Pre­dic­tions for fu­ture AI gov­er­nance?

jackchang110Apr 2, 2023, 4:43 PM
4 points
1 comment1 min readEA link

[Question] Can we eval­u­ate the “tool ver­sus agent” AGI pre­dic­tion?

Ben_West🔸Apr 8, 2023, 6:35 PM
63 points
7 comments1 min readEA link

Hacker-AI – Does it already ex­ist?

Erland WittkotterNov 7, 2022, 2:01 PM
0 points
1 comment1 min readEA link

GPT-3-like mod­els are now much eas­ier to ac­cess and de­ploy than to develop

Ben CottierDec 21, 2022, 1:49 PM
22 points
3 comments19 min readEA link

AI Takeover Sce­nario with Scaled LLMs

simeon_cApr 16, 2023, 11:28 PM
29 points
1 comment1 min readEA link

No, the EMH does not im­ply that mar­kets have long AGI timelines

JakobApr 24, 2023, 8:27 AM
83 points
21 comments8 min readEA link

Le Tem­p­is­tiche delle IA: il di­bat­tito e il punto di vista degli “es­perti”

EA ItalyJan 17, 2023, 11:30 PM
1 point
0 comments11 min readEA link

Power laws in Speedrun­ning and Ma­chine Learning

Jaime SevillaApr 24, 2023, 10:06 AM
48 points
0 comments1 min readEA link

A Guide to Fore­cast­ing AI Science Capabilities

Eleni_AApr 29, 2023, 6:51 AM
19 points
1 comment4 min readEA link

4 Key As­sump­tions in AI Safety

PrometheusNov 7, 2022, 10:50 AM
5 points
0 comments1 min readEA link

Is AI Hit­ting a Wall or Mov­ing Faster Than Ever?

GarrisonJan 9, 2025, 10:18 PM
35 points
3 comments5 min readEA link
(garrisonlovely.substack.com)

Graph­i­cal Rep­re­sen­ta­tions of Paul Chris­ti­ano’s Doom Model

Nathan YoungMay 7, 2023, 1:03 PM
48 points
2 comments1 min readEA link

[Question] Are AGI timelines ig­nored in EA work on other cause ar­eas?

freedomandutilityAug 18, 2022, 12:13 PM
20 points
6 comments1 min readEA link

One, per­haps un­der­rated, AI risk.

Alex (Αλέξανδρος)Nov 28, 2024, 10:34 AM
7 points
1 comment3 min readEA link

OpenAI’s new Pre­pared­ness team is hiring

leopoldOct 26, 2023, 8:41 PM
85 points
13 comments1 min readEA link

Trans­for­ma­tive AI and Com­pute [Sum­mary]

lennartSep 23, 2021, 1:53 PM
65 points
5 comments9 min readEA link

Some Back­ground on Open Philan­thropy’s Views Re­gard­ing Ad­vanced Ar­tifi­cial Intelligence

Holden KarnofskyMay 16, 2016, 1:08 PM
3 points
0 comments29 min readEA link
(www.openphilanthropy.org)

Com­pute Gover­nance and Con­clu­sions—Trans­for­ma­tive AI and Com­pute [3/​4]

lennartOct 14, 2021, 7:55 AM
20 points
3 comments5 min readEA link

An ex­am­i­na­tion of Me­tac­u­lus’ re­solved AI pre­dic­tions and their im­pli­ca­tions for AI timelines

Charles Dillon 🔸Jul 20, 2021, 9:07 AM
81 points
2 comments7 min readEA link

[Question] Is there any re­search or fore­casts of how likely AI Align­ment is go­ing to be a hard vs. easy prob­lem rel­a­tive to ca­pa­bil­ities?

Jordan ArelAug 14, 2022, 3:58 PM
8 points
1 comment1 min readEA link

Strate­gic wealth ac­cu­mu­la­tion un­der trans­for­ma­tive AI expectations

ardenbergFeb 21, 2025, 1:16 PM
21 points
3 comments17 min readEA link
(arxiv.org)

Con­sid­er­a­tions on trans­for­ma­tive AI and ex­plo­sive growth from a semi­con­duc­tor-in­dus­try per­spec­tive

MuireallMay 31, 2023, 1:11 AM
23 points
1 comment2 min readEA link
(muireall.space)

What role should evolu­tion­ary analo­gies play in un­der­stand­ing AI take­off speeds?

ansonDec 11, 2021, 1:16 AM
12 points
0 comments42 min readEA link

A moral back­lash against AI will prob­a­bly slow down AGI development

Geoffrey MillerMay 31, 2023, 9:31 PM
142 points
22 comments14 min readEA link

Fun with +12 OOMs of Compute

kokotajlodMar 1, 2021, 9:04 PM
28 points
2 comments1 min readEA link
(www.lesswrong.com)

I made a news site based on pre­dic­tion markets

vandemonianJun 5, 2023, 6:33 PM
226 points
14 comments4 min readEA link

AI Timelines via Cu­mu­la­tive Op­ti­miza­tion Power: Less Long, More Short

Jake CannellOct 6, 2022, 7:06 AM
27 points
0 comments1 min readEA link

Pre­dict 2025 AI ca­pa­bil­ities (by Sun­day)

Jonas VJan 15, 2025, 12:16 AM
16 points
0 comments1 min readEA link

[Question] What’s the ex­act way you pre­dict prob­a­bil­ity of AI ex­tinc­tion?

jackchang110Jun 13, 2023, 3:11 PM
18 points
7 comments1 min readEA link

Fore­cast­ing Through Fiction

YitzJul 6, 2022, 5:23 AM
8 points
3 comments8 min readEA link
(www.lesswrong.com)

[Question] Is there any work on cause pri­ori­ti­za­tion that takes into ac­count timelines be­ing wor­ld­view-de­pen­dent?

Chris LeongOct 31, 2023, 2:25 AM
13 points
2 comments1 min readEA link

Paradigms and The­ory Choice in AI: Adap­tivity, Econ­omy and Control

particlemaniaAug 28, 2023, 10:44 PM
3 points
0 comments16 min readEA link

Pub­lished re­port: Path­ways to short TAI timelines

Zershaaneh QureshiFeb 20, 2025, 10:10 PM
45 points
0 comments17 min readEA link
(www.convergenceanalysis.org)

[Question] How much will pre-trans­for­ma­tive AI speed up R&D?

Ben SnodinMay 31, 2021, 8:20 PM
23 points
0 comments1 min readEA link

Con­ver­sa­tion on fore­cast­ing with Vaniver and Ozzie Gooen

terraformJul 30, 2019, 11:16 AM
38 points
4 comments32 min readEA link

AGI al­ign­ment re­sults from a se­ries of al­igned ac­tions

hanadulsetDec 27, 2021, 7:33 PM
15 points
1 comment6 min readEA link

David­son’s Model of Take­off Speeds: A Crit­i­cal Take

Violet HourJan 31, 2025, 6:46 PM
38 points
2 comments19 min readEA link

[linkpost] When does tech­ni­cal work to re­duce AGI con­flict make a differ­ence?: Introduction

Anthony DiGiovanniSep 16, 2022, 2:35 PM
31 points
0 comments1 min readEA link
(www.lesswrong.com)

[Question] Is there a pub­lic tracker de­pict­ing at what dates AI has been able to au­to­mate x% of cog­ni­tive tasks (weighted by 2020 eco­nomic value)?

Mitchell Laughlin🔸Feb 17, 2024, 4:52 AM
12 points
4 comments1 min readEA link

Mis­sion-cor­re­lated in­vest­ing: Ex­am­ples of mis­sion hedg­ing and ‘lev­er­ag­ing’

jhMar 11, 2022, 9:33 AM
25 points
1 comment7 min readEA link

AI Alter­na­tive Fu­tures: Ex­plo­ra­tory Sce­nario Map­ping for Ar­tifi­cial In­tel­li­gence Risk—Re­quest for Par­ti­ci­pa­tion [Linkpost]

KiliankMay 9, 2022, 7:53 PM
17 points
2 comments8 min readEA link

China-AI fore­cast­ing

Nathan_BarnardFeb 25, 2024, 4:47 PM
10 points
2 comments6 min readEA link

How much is 1.8 mil­lion years of work?

rosehadsharAug 16, 2024, 12:35 PM
21 points
3 comments2 min readEA link

Con­fer­ence Re­port: Thresh­old 2030 - Model­ing AI Eco­nomic Futures

Deric ChengFeb 24, 2025, 6:57 PM
24 points
0 comments10 min readEA link
(www.convergenceanalysis.org)

Re­vis­it­ing the Evolu­tion An­chor in the Biolog­i­cal An­chors Re­port

JanviMar 18, 2024, 3:01 AM
13 points
1 comment4 min readEA link

Epoch AI is hiring for mul­ti­ple roles

merilalamaDec 6, 2024, 5:29 AM
22 points
0 comments1 min readEA link

What are the differ­ences be­tween AGI, trans­for­ma­tive AI, and su­per­in­tel­li­gence?

Vishakha AgrawalJan 23, 2025, 10:11 AM
12 points
0 comments3 min readEA link
(aisafety.info)

AI com­pa­nies are un­likely to make high-as­surance safety cases if timelines are short

Ryan GreenblattJan 23, 2025, 6:41 PM
45 points
1 comment1 min readEA link

Es­ti­mat­ing the Cur­rent and Fu­ture Num­ber of AI Safety Researchers

Stephen McAleeseSep 28, 2022, 8:58 PM
64 points
34 comments9 min readEA link

What if we don’t need a “Hard Left Turn” to reach AGI?

EigengenderJul 15, 2022, 9:49 AM
39 points
7 comments4 min readEA link

Open Philan­thropy’s AI grants

Vasco Grilo🔸Jul 30, 2022, 5:22 PM
21 points
2 comments2 min readEA link

GiveWell should use shorter TAI timelines

OscarD🔸Oct 27, 2022, 6:59 AM
52 points
6 comments3 min readEA link

Per­sonal AI Planning

Jeff Kaufman 🔸Nov 10, 2024, 2:10 PM
43 points
5 comments1 min readEA link

Against the weird­ness heuris­tic

Eleni_AOct 5, 2022, 2:13 PM
5 points
0 comments2 min readEA link

Red-team­ing Holden Karnofsky’s AI timelines

Vasco Grilo🔸Jun 25, 2022, 2:24 PM
58 points
2 comments11 min readEA link

A con­ver­sa­tion with Ro­hin Shah

AI ImpactsNov 12, 2019, 1:31 AM
27 points
8 comments33 min readEA link
(aiimpacts.org)

What is Com­pute? - Trans­for­ma­tive AI and Com­pute [1/​4]

lennartSep 23, 2021, 1:54 PM
48 points
6 comments18 min readEA link

[Question] How does one find out their AGI timelines?

YadavNov 7, 2022, 10:34 PM
19 points
4 comments1 min readEA link

[Question] Whose track record of AI pre­dic­tions would you like to see eval­u­ated?

Jonny Spicer 🔸Jan 29, 2025, 11:57 AM
10 points
13 comments1 min readEA link

An­nounc­ing In­dexes: Big Ques­tions, Quantified

Molly HickmanJan 27, 2025, 5:42 PM
42 points
1 comment3 min readEA link

New re­port on how much com­pu­ta­tional power it takes to match the hu­man brain (Open Philan­thropy)

Aaron Gertler 🔸Sep 15, 2020, 1:06 AM
45 points
1 comment18 min readEA link
(www.openphilanthropy.org)

AI Bench­marks Series — Me­tac­u­lus Ques­tions on Eval­u­a­tions of AI Models Against Tech­ni­cal Benchmarks

christianMar 27, 2024, 11:05 PM
10 points
0 comments1 min readEA link
(www.metaculus.com)

Grokking “Fore­cast­ing TAI with biolog­i­cal an­chors”

ansonJun 6, 2022, 6:56 PM
43 points
0 comments14 min readEA link

[Linkpost] The Prob­lem With The Cur­rent State of AGI Definitions

YitzMay 29, 2022, 5:01 PM
7 points
0 comments4 min readEA link

AGI Can­not Be Pre­dicted From Real In­ter­est Rates

Nicholas DeckerJan 28, 2025, 5:45 PM
24 points
3 comments1 min readEA link
(nicholasdecker.substack.com)

Tether­ware #2: What ev­ery hu­man should know about our most likely AI future

Jáchym FibírFeb 28, 2025, 11:25 AM
3 points
0 comments11 min readEA link
(tetherware.substack.com)

“Origi­nal­ity is noth­ing but ju­di­cious imi­ta­tion”—Voltaire

Damien LasseurOct 23, 2022, 7:00 PM
1 point
0 comments1 min readEA link

Why AGI Timeline Re­search/​Dis­course Might Be Overrated

Miles_BrundageJul 3, 2022, 8:04 AM
122 points
28 comments10 min readEA link

[Question] What should I ask Ajeya Co­tra — se­nior re­searcher at Open Philan­thropy, and ex­pert on AI timelines and safety challenges?

Robert_WiblinOct 28, 2022, 3:28 PM
23 points
10 comments1 min readEA link

“AI pre­dic­tions” (Fu­ture Fund AI Wor­ld­view Prize sub­mis­sion)

ketanramaNov 5, 2022, 5:51 PM
3 points
0 comments3 min readEA link
(medium.com)

“In­tro to brain-like-AGI safety” se­ries—halfway point!

Steven ByrnesMar 9, 2022, 3:21 PM
8 points
0 comments2 min readEA link

#190 – On whether the US is con­scious (Eric Sch­witzgebel on the 80,000 Hours Pod­cast)

80000_HoursJun 12, 2024, 3:14 PM
7 points
0 comments20 min readEA link

Cog­ni­tive sci­ence and failed AI fore­casts

Eleni_ANov 18, 2022, 2:25 PM
13 points
0 comments2 min readEA link

Pod­cast: Mag­nus Vind­ing on re­duc­ing suffer­ing, why AI progress is likely to be grad­ual and dis­tributed and how to rea­son about poli­tics

Gus DockerNov 21, 2021, 3:29 PM
26 points
0 comments1 min readEA link
(www.utilitarianpodcast.com)

Ar­tifi­cial In­tel­li­gence, Mo­ral­ity, and Sen­tience (AIMS) Sur­vey: 2021

Janet PauketatJul 1, 2022, 7:47 AM
36 points
0 comments2 min readEA link
(www.sentienceinstitute.org)

Is Deep Learn­ing Ac­tu­ally Hit­ting a Wall? Eval­u­at­ing Ilya Sutskever’s Re­cent Claims

GarrisonNov 13, 2024, 5:00 PM
114 points
7 comments8 min readEA link
(garrisonlovely.substack.com)

Safety timelines: How long will it take to solve al­ign­ment?

Esben KranSep 19, 2022, 12:51 PM
45 points
9 comments6 min readEA link

How Do AI Timelines Affect Ex­is­ten­tial Risk?

Stephen McAleeseAug 29, 2022, 5:10 PM
2 points
0 comments23 min readEA link
(www.lesswrong.com)

Grokking “Semi-in­for­ma­tive pri­ors over AI timelines”

ansonJun 12, 2022, 10:15 PM
60 points
1 comment14 min readEA link

“AGI timelines: ig­nore the so­cial fac­tor at their peril” (Fu­ture Fund AI Wor­ld­view Prize sub­mis­sion)

ketanramaNov 5, 2022, 5:45 PM
10 points
0 comments12 min readEA link
(trevorklee.substack.com)

Dario Amodei — Machines of Lov­ing Grace

Matrice JacobineOct 11, 2024, 9:39 PM
66 points
0 comments1 min readEA link
(darioamodei.com)

De­mon­strate and eval­u­ate risks from AI to so­ciety at the AI x Democ­racy re­search hackathon

Esben KranApr 19, 2024, 2:46 PM
24 points
0 comments6 min readEA link
(www.apartresearch.com)

[Link post] Paths To High-Level Ma­chine Intelligence

Daniel_EthSep 22, 2021, 2:43 AM
23 points
0 comments1 min readEA link

[Question] Are AGI labs build­ing up im­por­tant in­tan­gibles?

RavenApr 8, 2022, 6:43 PM
9 points
6 comments1 min readEA link

An­nual AGI Bench­mark­ing Event

MetaculusAug 26, 2022, 9:31 PM
20 points
2 comments2 min readEA link
(www.metaculus.com)

Rood­man’s Thoughts on Biolog­i­cal Anchors

lukeprogSep 14, 2022, 12:23 PM
73 points
8 comments1 min readEA link
(docs.google.com)

Challenges and Op­por­tu­ni­ties of Re­in­force­ment Learn­ing in Robotics: Anal­y­sis of Cur­rent Trends

Raymundo Rodríguez AlvaOct 14, 2024, 1:22 PM
11 points
1 comment17 min readEA link

How im­por­tant are ac­cu­rate AI timelines for the op­ti­mal spend­ing sched­ule on AI risk in­ter­ven­tions?

Tristan CookDec 16, 2022, 4:05 PM
30 points
0 comments6 min readEA link

Pod­cast: Bryan Ca­plan on open bor­ders, UBI, to­tal­i­tar­i­anism, AI, pan­demics, util­i­tar­i­anism and la­bor economics

Gus DockerFeb 22, 2022, 3:04 PM
22 points
0 comments45 min readEA link
(www.utilitarianpodcast.com)

“Tech­nolog­i­cal un­em­ploy­ment” AI vs. “most im­por­tant cen­tury” AI: how far apart?

Holden KarnofskyOct 11, 2022, 4:50 AM
17 points
1 comment3 min readEA link
(www.cold-takes.com)

No “Zero-Shot” Without Ex­po­nen­tial Data: Pre­train­ing Con­cept Fre­quency Deter­mines Mul­ti­modal Model Performance

Noah Varley🔸May 14, 2024, 11:57 PM
36 points
2 comments1 min readEA link
(arxiv.org)

Against us­ing stock prices to fore­cast AI timelines

basil.halperinJan 10, 2023, 4:04 PM
18 points
5 comments2 min readEA link
No comments.