Tools for thought

C°F Breakfast session

Oct 2025

what did you think
it was for?

when you first used a computer

AI @

why this session?

The goal of expanding minds with the help of technology

is a personal motivation to design and develop

 

Knowing where we come from informs where we're going

tool for thought

what do we mean by a

?

"[a means of] increasing the capability of a man to approach a complex problem situation, to gain comprehension to suit his particular needs, and to derive solutions to problems."

"a truly new medium [where] the very use of it would actually change the thought patterns of an entire civilization. "

a renaissance?

Maggie Appleton

some precomputational

tools for thought

Written language

(3300 BCE)

Hindu–Arabic numerals

(600 CE)

Data visualization

(1786)

Analytical engine (1837)

Charles Babbage

Ada Lovelace

calculating machines

one of the first

mid 19th century 

Manhattan Project

WW II Computing

a slice of

inspired

Alan Turing

"Universal Computing" (1936)

consulted on

Von Neumann Architecture

"Instructions as Data" (1945)

John von Neumann

Electronic Numerical Integrator and Computer, ENIAC (1945)

 

Programmed by Betty Holberton, Kay McNulty, Marlyn Wescoff, Ruth Lichterman, Betty Jean Jennings, and Fran Bilas

worked on

Batch computing

by punch cards

 

Programming could take 3 weeks

1940s

funded

Manhattan Project

WW II Computing

a slice of

Office of Scientific Research and Development

Vannevar Bush

championed

1940s

and our tools shape us

we shape our tools

The tools we use to externally manipulate symbols (writing, drawing, computing) directly shape our language AND our thinking capabilities

Douglas Engelbart

Augmenting Human

Intellect (1962)

1960s

Artifacts — tools for manipulating materials and symbols.

Language — symbols we assign to concepts, allowing us to manipulate concepts at higher levels.

Methodology — procedures used in problem-solving.

Training — conditioning needed to practice 1, 2, and 3.

1960s

user friendly software?

Deeply Intertwingled

everything is

 

"Intertwingularity is not generally acknowledged—people keep pretending they can make things hierarchical, categorizable and sequential when they can't."

 

Computer Lib / Dream Machines 

(1974)

Ted Nelson

1960 - 1970s

Deeply Intertwingled

everything is

Project Xanadu

 

HyperText

 

Bidirectional links

 

Micropayments

 

Transclusion

1960 - 1970s

Personal Computing

imagining

at Xerox Parc

Dynabook

 

Personal Dynamic Media for

creative thinking & learning by children

Alan Kay

Adele Goldberg

1970s

Smalltalk

 

Overlapping Windows

 

An internet of interoperable programs

 

Live updating

1970s

the dream alive

keeping

today

human capabilities in the real world

building on

A humane dynamic medium

 

a communal computer in the real work

 

computer as a room to think with

Bret Victor

Maggie's Garden

a stroll in

Maggie Appleton

models as squishy, biological creations

 

Finding the Goldilocks zone between squish–structure for your use case

 

Treat models as tiny specialised reasoning engines

the ladder of abstraction

climbing

Amelia Wattenberger

"augmentation as a sequence of automations"

our thinking

I'd love to expand

together

Within the mediums of data visualization and interface design, how do we augment human capabilities?

 

How are our tools shaping us today?

Thanks!

References

Tools for Thought Book https://mitpress.mit.edu/9780262681155/tools-for-thought/

How can we develop transformative tools for thought? https://numinous.productions/ttft/

Maggie Appleton on TfT https://maggieappleton.com/tools-for-thought

Analytical Engine Wikipedia https://en.wikipedia.org/wiki/Analytical_engine

ENIAC Wikipedia https://en.wikipedia.org/wiki/ENIAC

Vannevar Bush - As We May Think https://worrydream.com/refs/Bush_1945_-_As_We_May_Think_(Life_Magazine).pdf

Augmenting Human Intellect https://www.dougengelbart.org/pubs/augment-3906.html

Mother of All Demos https://www.youtube.com/watch?v=yJDv-zdhzMY

Ted Nelson - Computer Lib / Dream Machines https://archive.org/details/computer-lib-dream-machines/

Ted Nelson in Herzog's "Lo and Behold" https://www.youtube.com/watch?v=Bqx6li5dbEY

Sensorium Festival https://2019.sensorium.is/

Alan Kay & Adele Goldberg - Personal Dynamic Media https://worrydream.com/refs/Kay_1977_-_Personal_Dynamic_Media.pdf

Dynamicland https://dynamicland.org/

Bret Victor's references https://worrydream.com/refs/ 

Maggie Appleton's Digital Garden https://maggieappleton.com/garden

Amelia Wattenberger - Fish Eyes https://wattenberger.com/thoughts/fish-eye

 

the Extended Mind thesis

Andy Clark & David Chalmers

Thought Experiment

Otto and Inga go a museum

Active externalism

In the loop

Causal relevance

Functional role

internet computer

from browser to

"the browser is becoming the new operating system"

Tools for thought

By Philo van Kemenade

Tools for thought

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