INSPECT THE TRANSFORMATION

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See what the source says, where it says it, what Pocket Thesis changed for teaching, and which parts are original practice material.

Deck: Situational Awareness
Source version: Situational Awareness: The Decade Ahead / June 2024 PDF
Mapped cards: 52 / 52

01Primary source

Version and exact location stay attached.

02One typed claim

Argument, forecast, uncertainty, or teaching synthesis is labelled.

03Recall contract

The learner explains meaning, not copied keywords.

04Observable apply

A written move or scenario choice can be inspected.

CARD-BY-CARD LEDGER

Inspect all 52 mappings

A♥H-A

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 3

TEACHING CARD

What situational awareness means here

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2♥H-2

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 12, p. 14

TEACHING CARD

What AI can already do

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3♥H-3

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 19, p. 29

TEACHING CARD

Learn from patterns

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4♥H-4

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 10, p. 12, p. 7, p. 41

TEACHING CARD

A big jump

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5♥H-5

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 77, p. 19

TEACHING CARD

Ten times more

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6♥H-6

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 19, p. 83

TEACHING CARD

More computing power

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7♥H-7

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 22, p. 19, p. 7

TEACHING CARD

Smarter recipes

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8♥H-8

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 19, p. 32

TEACHING CARD

Give AI tools

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9♥H-9

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 34, p. 35, p. 41

TEACHING CARD

From chat to action

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10♥H-10

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 35, p. 41

TEACHING CARD

Being reliable

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J♥H-J

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 41

TEACHING CARD

A forecast is not a fact

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Q♥H-Q

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 41, p. 29

TEACHING CARD

What could break the forecast

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K♥H-K

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 7, p. 41

TEACHING CARD

The three drivers

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A♣C-A

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 89

TEACHING CARD

Secrets worth protecting

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2♣C-2

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 93

TEACHING CARD

Model weights

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3♣C-3

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 95

TEACHING CARD

Method secrets

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4♣C-4

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 98

TEACHING CARD

Strong attackers

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5♣C-5

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 99

TEACHING CARD

Only the access you need

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6♣C-6

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 99

TEACHING CARD

Layers of defence

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7♣C-7

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 99, p. 148

TEACHING CARD

People and process

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8♣C-8

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 106, p. 107

TEACHING CARD

Steering AI

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9♣C-9

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 107

TEACHING CARD

Feedback from people

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10♣C-10

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 116

TEACHING CARD

Supervising harder work

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J♣C-J

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 114

TEACHING CARD

Looking good is not being good

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Q♣C-Q

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 120, p. 124

TEACHING CARD

Test before trust

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K♣C-K

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 124

TEACHING CARD

A safety checklist

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A♠S-A

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 126

TEACHING CARD

Why power follows

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2♠S-2

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 130

TEACHING CARD

From ideas to the real world

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3♠S-3

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 130

TEACHING CARD

A small lead matters

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4♠S-4

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 114, p. 136

TEACHING CARD

Racing gets risky

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5♠S-5

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 152, p. 153

TEACHING CARD

The author’s plan for other countries

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6♠S-6

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 136

TEACHING CARD

Who decides

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7♠S-7

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 141, p. 143

TEACHING CARD

Governments step in

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8♠S-8

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 151

TEACHING CARD

Rules move slowly

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9♠S-9

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 148

TEACHING CARD

Chains of responsibility

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10♠S-10

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 159, p. 41

TEACHING CARD

Error bars and a best guess

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J♠S-J

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 83, p. 141

TEACHING CARD

Clues worth watching

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Q♠S-Q

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 162, p. 164

TEACHING CARD

The Appendix numbers

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K♠S-K

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 160, p. 159

TEACHING CARD

The author’s last word

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A♦D-A

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 46, p. 53

TEACHING CARD

AI builds AI

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2♦D-2

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 50, p. 47, p. 53

TEACHING CARD

AI helps researchers

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3♦D-3

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 50, p. 53

TEACHING CARD

Many digital workers

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4♦D-4

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 50, p. 56

TEACHING CARD

Working in parallel

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5♦D-5

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 53, p. 56

TEACHING CARD

Bottlenecks

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6♦D-6

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 75

TEACHING CARD

Chips

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7♦D-7

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 78, p. 75

TEACHING CARD

Data centers

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8♦D-8

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 83, p. 77

TEACHING CARD

Electricity

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9♦D-9

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 85

TEACHING CARD

The grid

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10♦D-10

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 75, p. 41

TEACHING CARD

Money at scale

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J♦D-J

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 50, p. 162, p. 164

TEACHING CARD

Training and using

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Q♦D-Q

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 85, p. 83

TEACHING CARD

Software is fast, steel is slow

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K♦D-K

SOURCE LOCATION

Situational Awareness: The Decade Ahead

p. 75

TEACHING CARD

Track the buildout

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Full framework section ledger

Part I · Counting the OOMs Taught with explicit forecast and uncertainty labels.

Part II · Intelligence Explosion Taught as the author’s forecast, with bottlenecks preserved.

Part III · Challenges Security, alignment, power, and policy claims retain argument/opinion labels.

Appendix Used only for the author’s rough compute assumptions.