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Map and Territory

TagLast edit: Feb 8, 2025, 12:33 AM by lesswrong-internal

Our mental frameworks for understanding the world often differ from reality itself. It’s easy to mistake the map that we hold in our minds for the actual territory it’s representing. Recognizing the difference between the map and the territory is crucial for clear thinking, open-mindedness, and avoiding biases.

Other names for this concept include:

• Theory vs reality
• Beliefs vs facts
• Mental models vs what’s really there

For example, we might assume that all neighborhoods are as safe or unsafe as the one we grew up in, or that all jobs involve the same daily tasks as our current one. But those are just maps in our mind—the territory, or what’s really out there, differs. Updating our mental maps to more closely match the territory leads to better choices and less surprising encounters with the unexpected.

The “map is not the territory” is a key idea in fields like productivity, rational thinking, and cognitive psychology. Keeping an open and curious mindset focused on what’s really there rather than our preconceptions helps us achieve our goals and gain a more accurate understanding of the world.

[edited with Claude]

Skill: The Map is Not the Territory

Eliezer YudkowskyOct 6, 2012, 9:59 AM
114 points
180 comments5 min readLW link

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Mys­te­ri­ous An­swers to Mys­te­ri­ous Questions

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Reductionism

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37 points
44 comments14 min readLW link

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16 points
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The Lens That Sees Its Flaws

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367 points
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The Cave Alle­gory Re­vis­ited: Un­der­stand­ing GPT’s Worldview

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86 points
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Su­per­in­tel­li­gence Can’t Solve the Prob­lem of De­cid­ing What You’ll Do

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27 points
11 comments1 min readLW link

Car­tog­ra­phy, blow­ing one’s mind, the illu­sion of sep­a­ra­tion and other gen­eral musings

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0 points
4 comments2 min readLW link

Prob­a­bil­ity as Min­i­mal Map

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51 points
10 comments6 min readLW link

Wittgen­stein and ML — pa­ram­e­ters vs architecture

Cleo NardoMar 24, 2023, 4:54 AM
44 points
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Lin­guis­tic Freedom

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10 points
4 comments2 min readLW link

The Miss­ing Math of Map-Making

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40 points
8 comments2 min readLW link

The Use­ful Idea of Truth

Eliezer YudkowskyOct 2, 2012, 6:16 PM
194 points
545 comments14 min readLW link

Prob­a­bil­ity is in the Mind

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144 points
193 comments6 min readLW link

Mind Pro­jec­tion Fallacy

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86 points
90 comments2 min readLW link

Ex­am­ples of the Mind Pro­jec­tion Fal­lacy?

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19 points
35 comments1 min readLW link

The Curse Of The Counterfactual

pjebyNov 1, 2019, 6:34 PM
140 points
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Car­to­graphic Processes

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23 points
3 comments4 min readLW link

Build­ing Phenomenolog­i­cal Bridges

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95 points
115 comments11 min readLW link

Re­quest for Steel­man: Non-cor­re­spon­dence con­cepts of truth

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16 points
74 comments2 min readLW link

Why I Re­ject the Cor­re­spon­dence The­ory of Truth

pragmatistMar 24, 2015, 11:00 AM
26 points
30 comments8 min readLW link

Map:Ter­ri­tory::Uncer­tainty::Ran­dom­ness – but that doesn’t mat­ter, value of in­for­ma­tion does.

DavidmanheimJan 22, 2016, 7:12 PM
8 points
21 comments3 min readLW link

By Which It May Be Judged

Eliezer YudkowskyDec 10, 2012, 4:26 AM
95 points
941 comments11 min readLW link

Mixed Refer­ence: The Great Re­duc­tion­ist Project

Eliezer YudkowskyDec 5, 2012, 12:26 AM
61 points
358 comments9 min readLW link

A Prag­matic Epistemology

StephenRAug 5, 2014, 5:43 AM
2 points
21 comments6 min readLW link

Astray with the Truth: Logic and Math

StephenRAug 16, 2014, 3:40 PM
4 points
21 comments8 min readLW link

Fal­la­cies of Compression

Eliezer YudkowskyFeb 17, 2008, 6:51 PM
100 points
27 comments4 min readLW link

2-Place and 1-Place Words

Eliezer YudkowskyJun 27, 2008, 7:39 AM
125 points
38 comments5 min readLW link

The whirlpool of reality

Gordon Seidoh WorleySep 27, 2020, 2:36 AM
9 points
2 comments2 min readLW link

Notes on Wisdom

David GrossNov 14, 2020, 2:37 AM
6 points
0 comments6 min readLW link

Belief and the Truth

Sam I amSep 20, 2023, 5:38 PM
2 points
14 comments5 min readLW link
(open.substack.com)

Be­ware over-use of the agent model

Alex FlintApr 25, 2021, 10:19 PM
28 points
10 comments5 min readLW link1 review

The Map-Ter­ri­tory Distinc­tion Creates Confusion

Gordon Seidoh WorleyJan 4, 2022, 3:49 PM
25 points
50 comments4 min readLW link

Maps and Blueprint; the Two Sides of the Align­ment Equation

Nora_AmmannOct 25, 2022, 4:29 PM
21 points
1 comment5 min readLW link

Uncer­tainty in all its flavours

Cleo NardoJan 9, 2024, 4:21 PM
27 points
6 comments35 min readLW link

Why do Con­tem­pla­tive Prac­ti­tion­ers Make so Many Me­ta­phys­i­cal Claims?

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59 points
15 comments6 min readLW link

Real­ity is Frac­tal-Shaped

silentbobDec 17, 2024, 1:52 PM
18 points
1 comment8 min readLW link

The First Step is to Ad­mit That You Have a Problem

AlicornOct 6, 2009, 8:59 PM
86 points
87 comments3 min readLW link

In­quisi­tive vs. ad­ver­sar­ial rationality

gbSep 18, 2024, 1:50 PM
6 points
9 comments2 min readLW link

An Un­mea­sured Song of Measurement

jan SijanSep 21, 2024, 3:08 PM
−3 points
0 comments4 min readLW link

Re­place the Sym­bol with the Substance

Eliezer YudkowskyFeb 16, 2008, 6:12 PM
92 points
17 comments5 min readLW link

Every­thing you care about is in the map

TahpDec 17, 2024, 2:05 PM
17 points
27 comments3 min readLW link

Schel­ling Points in Thing-Space

Richard HenageAug 24, 2022, 4:19 PM
6 points
1 comment4 min readLW link

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0 points
17 comments1 min readLW link

Bridge Col­lapse: Re­duc­tion­ism as Eng­ineer­ing Problem

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81 points
62 comments15 min readLW link

Try­ing to Try

Eliezer YudkowskyOct 1, 2008, 8:58 AM
219 points
58 comments3 min readLW link

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132 points
53 comments3 min readLW link

Causal­ity is Everywhere

silentbobFeb 13, 2024, 1:44 PM
26 points
12 comments8 min readLW link

The Quo­ta­tion is not the Referent

Eliezer YudkowskyMar 13, 2008, 12:53 AM
75 points
14 comments3 min readLW link

Heat vs. Motion

Eliezer YudkowskyApr 1, 2008, 3:55 AM
53 points
70 comments5 min readLW link

Real­ity is weirdly normal

Rob BensingerAug 25, 2013, 7:29 PM
55 points
81 comments5 min readLW link

Solomonoff in­duc­tion still works if the uni­verse is un­com­putable, and its use­ful­ness doesn’t re­quire know­ing Oc­cam’s razor

Christopher KingJun 18, 2023, 1:52 AM
38 points
28 comments4 min readLW link

Jonothan Go­rard:The ter­ri­tory is iso­mor­phic to an equiv­alence class of its maps

Daniel CSep 7, 2024, 10:04 AM
19 points
18 comments2 min readLW link
(x.com)

A use­ful level distinction

Charlie SteinerFeb 24, 2018, 6:39 AM
8 points
4 comments2 min readLW link

The Golem

Kaj_SotalaMar 7, 2009, 6:32 PM
17 points
9 comments1 min readLW link

Plop! Goes the Concept

Jonathan MoregårdJun 10, 2024, 7:23 PM
6 points
0 comments8 min readLW link
(honestliving.substack.com)

I uni­ver­sally try­ing to re­ject the Mind Pro­jec­tion Fal­lacy—consequences

YanLyutnevAug 30, 2024, 5:42 PM
−2 points
0 comments9 min readLW link

The Territory

LoganStrohlFeb 15, 2022, 6:56 PM
134 points
12 comments5 min readLW link

Pur­pose and Pragmatism

Eliezer YudkowskyNov 26, 2007, 6:51 AM
25 points
8 comments2 min readLW link

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

particlemaniaAug 28, 2023, 10:19 PM
4 points
0 comments16 min readLW link

Tapestries of Gold

[deleted]Apr 27, 2014, 7:23 AM
37 points
27 comments4 min readLW link

I be­lieve it’s doublethink

kerspoonFeb 21, 2012, 10:30 PM
32 points
32 comments3 min readLW link

Maps of Maps, and Empty Expectations

Nora_AmmannMay 3, 2021, 9:59 AM
29 points
5 comments14 min readLW link

Ap­plied Math­e­mat­i­cal Logic For The Prac­tic­ing Researcher

JanOct 17, 2021, 8:28 PM
9 points
9 comments6 min readLW link
(universalprior.substack.com)

Were atoms real?

AnnaSalamonDec 8, 2010, 5:30 PM
93 points
157 comments4 min readLW link