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Liter­a­ture Reviews

TagLast edit: Jan 18, 2021, 2:31 PM by Yoav Ravid

A literature review, a literature survey, a state of the art is an extended write-up collecting, and often comparing and commenting on a set of publications addressing a specific topic/​question.

Their main purpose is not to present original research, nor serve as teaching material, but to provide a gateway to the latest and/​or most valuable research on a particular topic. This can serve to jumpstart a bibliography, as a first chapter of a dissertation, or to guide newcomers to a field where textbooks aren’t available, or too broad or too dated.

Note the three terms are not synonymous but gather well under the same tag.

See also: Book Reviews, Epistemic Review. Summaries

Liter­a­ture Re­view on Goal-Directedness

Jan 18, 2021, 11:15 AM
80 points
21 comments31 min readLW link

Shal­low re­view of tech­ni­cal AI safety, 2024

Dec 29, 2024, 12:01 PM
184 points
34 comments41 min readLW link

Can a Ve­gan Diet Be Healthy? A Liter­a­ture Review

Erich_GrunewaldMar 12, 2021, 12:47 PM
27 points
0 comments11 min readLW link
(www.erichgrunewald.com)

Liter­a­ture re­view of TAI timelines

Jan 27, 2023, 8:07 PM
35 points
7 comments2 min readLW link
(epochai.org)

Shal­low re­view of live agen­das in al­ign­ment & safety

Nov 27, 2023, 11:10 AM
348 points
73 comments29 min readLW link1 review

Liter­a­ture Re­view For Aca­demic Out­siders: What, How, and Why

namespaceMay 9, 2020, 10:58 PM
195 points
6 comments15 min readLW link
(www.thelastrationalist.com)

2021 AI Align­ment Liter­a­ture Re­view and Char­ity Comparison

LarksDec 23, 2021, 2:06 PM
168 points
28 comments73 min readLW link

AGI Safety Liter­a­ture Re­view (Ever­itt, Lea & Hut­ter 2018)

Kaj_SotalaMay 4, 2018, 8:56 AM
14 points
1 comment1 min readLW link
(arxiv.org)

Some re­cent sur­vey pa­pers on (mostly near-term) AI safety, se­cu­rity, and assurance

Aryeh EnglanderJan 13, 2021, 9:50 PM
13 points
0 comments3 min readLW link

AI for Bio: State Of The Field

sarahconstantinAug 30, 2024, 6:00 PM
73 points
2 comments15 min readLW link
(sarahconstantin.substack.com)

[Question] What are good al­ign­ment con­fer­ence pa­pers?

adamShimiAug 28, 2021, 1:35 PM
12 points
2 comments1 min readLW link

Neu­ral un­cer­tainty es­ti­ma­tion re­view ar­ti­cle (for al­ign­ment)

Charlie SteinerDec 5, 2023, 8:01 AM
74 points
3 comments11 min readLW link

How To Get Startup Ideas: A Brief Lit Re­view and Analysis

Adam ZernerMar 30, 2023, 8:33 PM
22 points
10 comments43 min readLW link

Trans­fer Learn­ing in Humans

niplavApr 21, 2024, 8:49 PM
59 points
1 comment13 min readLW link

[Link] Child­care : what the sci­ence says

Gunnar_ZarnckeJun 24, 2022, 9:45 PM
46 points
4 comments1 min readLW link
(criticalscience.medium.com)

Scal­ing Laws Liter­a­ture Review

Pablo VillalobosJan 27, 2023, 7:57 PM
36 points
1 comment4 min readLW link
(epochai.org)

2018 AI Align­ment Liter­a­ture Re­view and Char­ity Comparison

LarksDec 18, 2018, 4:46 AM
190 points
26 comments62 min readLW link1 review

2020 AI Align­ment Liter­a­ture Re­view and Char­ity Comparison

LarksDec 21, 2020, 3:27 PM
142 points
14 comments68 min readLW link

2019 AI Align­ment Liter­a­ture Re­view and Char­ity Comparison

LarksDec 19, 2019, 3:00 AM
130 points
18 comments62 min readLW link

Liter­a­ture-re­view on cog­ni­tive effects of modafinil (my bach­e­lor the­sis)

David AlthausJan 8, 2014, 7:23 PM
53 points
42 comments3 min readLW link

Com­pute Gover­nance Liter­a­ture Re­view

sijarvisJun 25, 2024, 10:41 PM
11 points
0 comments13 min readLW link

Should you have chil­dren? All LessWrong posts about the topic

SherrinfordNov 26, 2024, 11:52 PM
17 points
0 comments16 min readLW link

Ap­pen­dices to the live agendas

Nov 27, 2023, 11:10 AM
16 points
4 comments1 min readLW link

Paper re­view: “The Un­rea­son­able Effec­tive­ness of Easy Train­ing Data for Hard Tasks”

Vassil TashevFeb 29, 2024, 6:44 PM
11 points
0 comments4 min readLW link

AISC pro­ject: How promis­ing is au­tomat­ing al­ign­ment re­search? (liter­a­ture re­view)

Bogdan Ionut CirsteaNov 28, 2023, 2:47 PM
4 points
1 comment1 min readLW link
(docs.google.com)

A Study of AI Science Models

May 13, 2023, 11:25 PM
20 points
0 comments24 min readLW link

Some Sum­maries of Agent Foun­da­tions Work

mattmacdermottMay 15, 2023, 4:09 PM
62 points
1 comment13 min readLW link

Paper di­ges­tion: “May We Have Your At­ten­tion Please? Hu­man-Rights NGOs and the Prob­lem of Global Com­mu­ni­ca­tion”

Klara Helene NielsenJul 20, 2023, 5:08 PM
4 points
1 comment2 min readLW link
(journals.sagepub.com)

Elicit: Lan­guage Models as Re­search Assistants

Apr 9, 2022, 2:56 PM
71 points
6 comments13 min readLW link

Liter­a­ture Re­view: Distributed Teams

ElizabethApr 16, 2019, 1:19 AM
106 points
37 comments6 min readLW link1 review

Sun­screen: much more than you wanted to know

Pierre VandenbergheSep 28, 2021, 10:42 AM
29 points
10 comments6 min readLW link
(pierreavdb.substack.com)

How Bad Is QWERTY, Really? A Re­view of the Liter­a­ture, such as It Is

Erich_GrunewaldJan 15, 2022, 12:07 PM
61 points
12 comments15 min readLW link
(www.erichgrunewald.com)

Know of any ran­domised tri­als teach­ing de­bi­as­ing in schools? Want to help re­view them, or would that re­view help your work?

MNoetelMar 20, 2022, 4:52 AM
29 points
2 comments4 min readLW link

Cur­rent safety train­ing tech­niques do not fully trans­fer to the agent setting

Nov 3, 2024, 7:24 PM
158 points
9 comments5 min readLW link
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