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human
YOU
Damiano Gui
Agent Anatomy Canvas
Un framework interdisciplinare per la comprensione e il
design di agenti intelligenti: l’esperienza in IED Torino.
Docente, Design della Comunicazione e Transdisciplinary Design
Damiano Gui
IED Torino
// User Experience e Interaction Design
// Design Methods for Visual Communication
// Digital Applications and Technologies
Naba Milano
// Sistemi Editoriali per l’Arte
Havas CX Italy
// Head of Experience Design
@damianogui @guidami
Designer
human
YOU
Damiano Gui
IED Istituto Europeo di Design
human
YOU
3
“Any suf
fi
ciently advanced technology is
indistinguishable from magic.”
Arthur C. Clarke
Damiano Gui
IED Istituto Europeo di Design
human
YOU
4
The most common AI icons: ✨
Miro Notion FigJam
Adobe FireFly
Adobe Photoshop
Canva
Microsoft Paint
Damiano Gui
IED Istituto Europeo di Design
human
YOU
5
Damiano Gui
IED Istituto Europeo di Design
human
YOU
6
You can keep thinking it’s magic,
Or try to understand what’s behind it.
Damiano Gui
IED Istituto Europeo di Design
human
YOU
7
What is a program
01
Yes, we start from the basis
Damiano Gui
IED Istituto Europeo di Design
human
YOU
8
Damiano Gui
IED Istituto Europeo di Design
human
YOU
9
Let’s start
Can you draw a face?
rectMode(CENTER);
size(width,height);
ellipse(originX,originY,width,height);
rect(originX,originY,width,height);
line(originX,originY,endX,endY);
fill(R,G,B);
stroke(R,G,B);
strokeWeight(weight);
Damiano Gui
IED Istituto Europeo di Design
human
YOU
10
Let’s make it variable
Define your own variables:
Declare: let myVar; // before setup
Initialise: myVar = 1; // in setup
Use: rect(myVar,150,50,50); // in draw
Update: myVar+=1; // in draw
Damiano Gui
IED Istituto Europeo di Design
human
YOU
11
Let’s make it parametric
Random and map
random(min, max);
map(value, start1, stop1, start2, stop2);
Damiano Gui
IED Istituto Europeo di Design
human
YOU
12
Let’s make it conditional
If statements
if(this === that){
make this thing happen;
} else {
make this other thing happen;
}
Damiano Gui
IED Istituto Europeo di Design
human
YOU
13
Object-oriented
programming
Example
class bugClass {
constructor() {
this.x = random(width);
this.y = random(height);
this.diameter = random(10, 30);
this.speed = 4;
}
move() {
this.x += random(-this.speed, this.speed);
this.y += random(-this.speed, this.speed);
}
display() {
fill(0, 0, 255);
ellipse(this.x, this.y, this.diameter, this.diameter);
}
}
Damiano Gui
IED Istituto Europeo di Design
human
YOU
What is AI
02
14
Enter the Matrix
Damiano Gui
IED Istituto Europeo di Design
human
YOU
15
Some Definitions
The theory and development of computer
systems able to perform tasks normally
requiring human intelligence
Artificial intelligence
Artificial intelligence
Machine Learning
The use and development of computer
systems that are able to learn and adapt
without following explicit instructions,
by using algorithms and statistical
models to analyse and
draw inferences from patterns in data.
Machine learning
Neural Network
A computer system modelled on the human
brain and nervous system.
Neural Network
Damiano Gui
IED Istituto Europeo di Design
human
YOU
16
Damiano Gui
IED Istituto Europeo di Design
human
YOU
17
Neural networks
NEURON
X1
X2
Y
Input
Input
Output
The “Perceptron”
Damiano Gui
IED Istituto Europeo di Design
human
YOU
18
Neural networks
NEURON
X1
X2
Y
Input
Input
Output
The “Perceptron”
W1
W2 [X1 * W1 + X2 * W2]
Damiano Gui
IED Istituto Europeo di Design
human
YOU
19
Damiano Gui
IED Istituto Europeo di Design
human
YOU
20
Multilayered Neural networks
Forward pass
NEURON
1
NEURON
2
Damiano Gui
IED Istituto Europeo di Design
human
YOU
21
Multilayered Neural networks
Forward pass
NEURON
1
NEURON
2
Damiano Gui
IED Istituto Europeo di Design
human
YOU
22
Multilayered Neural networks
Forward pass
Y
NEURON
1
NEURON
2
NEURON
3
Damiano Gui
IED Istituto Europeo di Design
human
YOU
23
Multilayered Neural networks
Backpropagation
Y
NEURON
1
NEURON
2
NEURON
3
Damiano Gui
IED Istituto Europeo di Design
human
YOU
24
The Transformer
Attention is all you need
“The cat sat on the mat”
# An input is given
Damiano Gui
IED Istituto Europeo di Design
human
YOU
25
The Transformer
Attention is all you need
“The cat sat on the mat”
‼ ‼ ‼
# An input is given
# The model gives more
“attention” to some words.
Damiano Gui
IED Istituto Europeo di Design
human
YOU
26
The Transformer
Attention is all you need
“The cat sat on the mat”
‼ ‼ ‼
# An input is given
# The model gives more
“attention” to some words.
# The model gives weight to the
relationships between words.
Damiano Gui
IED Istituto Europeo di Design
human
YOU
27
The Transformer
Attention is all you need
“The cat sat on the mat”
# An input is given
# The model gives more
“attention” to some words.
# The model gives weight to the
relationships between words.
# The model processes this data
through all the layers it has
already learned
…cats are related to mats…
…cats can sit…
…cats are animals…
…animals sit on mats…
…cats often clean themselves…
Damiano Gui
IED Istituto Europeo di Design
human
YOU
28
The Transformer
Attention is all you need
“The cat sat on the mat”
# An input is given
# The model gives more
“attention” to some words.
# The model gives weight to the
relationships between words.
# The model processes this data
through all the layers it has
already learned
# The model produces an output
based on the most likely
relationship between the input
other concepts it has learned.
“It started to clean itself”
Damiano Gui
IED Istituto Europeo di Design
human
YOU
29
The Transformer
Great scrollytelling by the Financial Times:
https://ig.ft.com/generative-ai/
And by The Guardian:
https://www.theguardian.com/technology/ng-
interactive/2023/nov/01/how-ai-chatbots-
like-chatgpt-or-bard-work-visual-explainer
Damiano Gui
IED Istituto Europeo di Design
human
YOU
Experiment
03
30
I hear and I forget. I see and I remember. I do and I understand.
~ Confucius
Damiano Gui
IED Istituto Europeo di Design
human
YOU
31
AI Today: just too much to keep track of…
Damiano Gui
IED Istituto Europeo di Design
human
YOU
32
Gods of mobility
Damiano Gui
IED Istituto Europeo di Design
human
YOU
33
Tsukumogami: objects that have come to life
Damiano Gui
IED Istituto Europeo di Design
human
YOU
34
Keichii Matsuda
Damiano Gui
IED Istituto Europeo di Design
human
YOU
Agent
anatomy
canvas
35
Proposed framework:
Damiano Gui
IED Istituto Europeo di Design
human
YOU
Shape
36
# what kind of virtual or physical shape does the agent take?
Is it abstract or realistic? Biomorphic or inanimate?
Human-like Pet Voice-only
https://
bladerunner.fandom.com/
wiki/Joi
https://joyforall.com/ https://www.imdb.com/
title/tt1798709/
https://en.wikipedia.org/wiki/
D%C3%A6mon_(His_Dark_Materials)
Daemon
Damiano Gui
IED Istituto Europeo di Design
human
YOU
Personality
37
# how does the agent behave and speak? Which
personality archetype(s) is it based upon?
Damiano Gui
IED Istituto Europeo di Design
human
YOU
Input
38
# does the agent speak and understand language? how does the agent process
and interpret data from other sources (e.g., traffic cameras, sensors,
social media feeds) to understand the urban environment?
Text G.U.I.
Speech I.o.T.
Damiano Gui
IED Istituto Europeo di Design
human
YOU
Learning
39
# how does the agent learns and adapts over time? How does the agent update
its knowledge base from new data?
Short context All-knowing Personal Collective
Damiano Gui
IED Istituto Europeo di Design
human
YOU
Integration
40
# how does the agent integrate with existing urban mobility systems and infrastructure,
and the society in which it exists?
Maps / Wayfinding Transp. routes / hours Shared mobility
Damiano Gui
IED Istituto Europeo di Design
human
YOU
Decision-Making
41
# what are the logic and algorithms that enable the agent to make decisions? What is the
logic flow of a conversation? What is the final goal of the agent?
Damiano Gui
IED Istituto Europeo di Design
human
YOU
Modality
42
# Where does the agent live? In a XR o VR environment, in a physical object, in a
personal device?
In-car Dedicated device Smartphone XR
Damiano Gui
IED Istituto Europeo di Design
human
YOU
Ethical compass
43
# What are the guidelines for the ethical use of data, considering privacy, bias,
fairness, and the potential for misuse?
Accessibility Safety Inclusion
Transparency Self-determination
https://tangible.is/en/ethical-compass
Damiano Gui
IED Istituto Europeo di Design
human
YOU
44
Damiano Gui
IED Istituto Europeo di Design
human
YOU
Students’ Projects
04
45
A work in progress
Damiano Gui
IED Istituto Europeo di Design
human
YOU
46
A gentle
agent that
holds your
place
Maria Catalina Lozoya Castro Leal
Damiano Gui
IED Istituto Europeo di Design
human
YOU
47
A virtual pet
to visualise
your carbon
footprint
Santi Jonathan Di Paola
Damiano Gui
IED Istituto Europeo di Design
human
YOU
48
A guardian
spirit for your
outdoor
adventures
Camilo Quiñones Vera
Damiano Gui
IED Istituto Europeo di Design
human
YOU
49
A road conflict
resolution
partner
Arvid Suse F. De Groote
Damiano Gui
IED Istituto Europeo di Design
human
YOU
50
An
autonomous
vehicle’s spirit
Ivan Vietti
Damiano Gui
IED Istituto Europeo di Design
human
YOU
51
A product that
tells its own
origins and
travels
Sakumi Yamaguchi
Damiano Gui
IED Istituto Europeo di Design
human
YOU
52
A poetic guide
to urban arts
and cultures
Shruti Umesh Chakke
Damiano Gui
IED Istituto Europeo di Design
human
YOU
53
An architect
of immersive
experiences
for motion
sickness
Daniela Paula Santillan Nunez
GRAZIE
human
YOU

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Damiano Gui professore presso @IED Torino, “Agent Anatomy Canvas – Un framework interdisciplinare per la comprensione e il design di agenti intelligenti: l’esperienza in IED Torino”

  • 1. human YOU Damiano Gui Agent Anatomy Canvas Un framework interdisciplinare per la comprensione e il design di agenti intelligenti: l’esperienza in IED Torino. Docente, Design della Comunicazione e Transdisciplinary Design
  • 2. Damiano Gui IED Torino // User Experience e Interaction Design // Design Methods for Visual Communication // Digital Applications and Technologies Naba Milano // Sistemi Editoriali per l’Arte Havas CX Italy // Head of Experience Design @damianogui @guidami Designer human YOU
  • 3. Damiano Gui IED Istituto Europeo di Design human YOU 3 “Any suf fi ciently advanced technology is indistinguishable from magic.” Arthur C. Clarke
  • 4. Damiano Gui IED Istituto Europeo di Design human YOU 4 The most common AI icons: ✨ Miro Notion FigJam Adobe FireFly Adobe Photoshop Canva Microsoft Paint
  • 5. Damiano Gui IED Istituto Europeo di Design human YOU 5
  • 6. Damiano Gui IED Istituto Europeo di Design human YOU 6 You can keep thinking it’s magic, Or try to understand what’s behind it.
  • 7. Damiano Gui IED Istituto Europeo di Design human YOU 7 What is a program 01 Yes, we start from the basis
  • 8. Damiano Gui IED Istituto Europeo di Design human YOU 8
  • 9. Damiano Gui IED Istituto Europeo di Design human YOU 9 Let’s start Can you draw a face? rectMode(CENTER); size(width,height); ellipse(originX,originY,width,height); rect(originX,originY,width,height); line(originX,originY,endX,endY); fill(R,G,B); stroke(R,G,B); strokeWeight(weight);
  • 10. Damiano Gui IED Istituto Europeo di Design human YOU 10 Let’s make it variable Define your own variables: Declare: let myVar; // before setup Initialise: myVar = 1; // in setup Use: rect(myVar,150,50,50); // in draw Update: myVar+=1; // in draw
  • 11. Damiano Gui IED Istituto Europeo di Design human YOU 11 Let’s make it parametric Random and map random(min, max); map(value, start1, stop1, start2, stop2);
  • 12. Damiano Gui IED Istituto Europeo di Design human YOU 12 Let’s make it conditional If statements if(this === that){ make this thing happen; } else { make this other thing happen; }
  • 13. Damiano Gui IED Istituto Europeo di Design human YOU 13 Object-oriented programming Example class bugClass { constructor() { this.x = random(width); this.y = random(height); this.diameter = random(10, 30); this.speed = 4; } move() { this.x += random(-this.speed, this.speed); this.y += random(-this.speed, this.speed); } display() { fill(0, 0, 255); ellipse(this.x, this.y, this.diameter, this.diameter); } }
  • 14. Damiano Gui IED Istituto Europeo di Design human YOU What is AI 02 14 Enter the Matrix
  • 15. Damiano Gui IED Istituto Europeo di Design human YOU 15 Some Definitions The theory and development of computer systems able to perform tasks normally requiring human intelligence Artificial intelligence Artificial intelligence Machine Learning The use and development of computer systems that are able to learn and adapt without following explicit instructions, by using algorithms and statistical models to analyse and draw inferences from patterns in data. Machine learning Neural Network A computer system modelled on the human brain and nervous system. Neural Network
  • 16. Damiano Gui IED Istituto Europeo di Design human YOU 16
  • 17. Damiano Gui IED Istituto Europeo di Design human YOU 17 Neural networks NEURON X1 X2 Y Input Input Output The “Perceptron”
  • 18. Damiano Gui IED Istituto Europeo di Design human YOU 18 Neural networks NEURON X1 X2 Y Input Input Output The “Perceptron” W1 W2 [X1 * W1 + X2 * W2]
  • 19. Damiano Gui IED Istituto Europeo di Design human YOU 19
  • 20. Damiano Gui IED Istituto Europeo di Design human YOU 20 Multilayered Neural networks Forward pass NEURON 1 NEURON 2
  • 21. Damiano Gui IED Istituto Europeo di Design human YOU 21 Multilayered Neural networks Forward pass NEURON 1 NEURON 2
  • 22. Damiano Gui IED Istituto Europeo di Design human YOU 22 Multilayered Neural networks Forward pass Y NEURON 1 NEURON 2 NEURON 3
  • 23. Damiano Gui IED Istituto Europeo di Design human YOU 23 Multilayered Neural networks Backpropagation Y NEURON 1 NEURON 2 NEURON 3
  • 24. Damiano Gui IED Istituto Europeo di Design human YOU 24 The Transformer Attention is all you need “The cat sat on the mat” # An input is given
  • 25. Damiano Gui IED Istituto Europeo di Design human YOU 25 The Transformer Attention is all you need “The cat sat on the mat” ‼ ‼ ‼ # An input is given # The model gives more “attention” to some words.
  • 26. Damiano Gui IED Istituto Europeo di Design human YOU 26 The Transformer Attention is all you need “The cat sat on the mat” ‼ ‼ ‼ # An input is given # The model gives more “attention” to some words. # The model gives weight to the relationships between words.
  • 27. Damiano Gui IED Istituto Europeo di Design human YOU 27 The Transformer Attention is all you need “The cat sat on the mat” # An input is given # The model gives more “attention” to some words. # The model gives weight to the relationships between words. # The model processes this data through all the layers it has already learned …cats are related to mats… …cats can sit… …cats are animals… …animals sit on mats… …cats often clean themselves…
  • 28. Damiano Gui IED Istituto Europeo di Design human YOU 28 The Transformer Attention is all you need “The cat sat on the mat” # An input is given # The model gives more “attention” to some words. # The model gives weight to the relationships between words. # The model processes this data through all the layers it has already learned # The model produces an output based on the most likely relationship between the input other concepts it has learned. “It started to clean itself”
  • 29. Damiano Gui IED Istituto Europeo di Design human YOU 29 The Transformer Great scrollytelling by the Financial Times: https://ig.ft.com/generative-ai/ And by The Guardian: https://www.theguardian.com/technology/ng- interactive/2023/nov/01/how-ai-chatbots- like-chatgpt-or-bard-work-visual-explainer
  • 30. Damiano Gui IED Istituto Europeo di Design human YOU Experiment 03 30 I hear and I forget. I see and I remember. I do and I understand. ~ Confucius
  • 31. Damiano Gui IED Istituto Europeo di Design human YOU 31 AI Today: just too much to keep track of…
  • 32. Damiano Gui IED Istituto Europeo di Design human YOU 32 Gods of mobility
  • 33. Damiano Gui IED Istituto Europeo di Design human YOU 33 Tsukumogami: objects that have come to life
  • 34. Damiano Gui IED Istituto Europeo di Design human YOU 34 Keichii Matsuda
  • 35. Damiano Gui IED Istituto Europeo di Design human YOU Agent anatomy canvas 35 Proposed framework:
  • 36. Damiano Gui IED Istituto Europeo di Design human YOU Shape 36 # what kind of virtual or physical shape does the agent take? Is it abstract or realistic? Biomorphic or inanimate? Human-like Pet Voice-only https:// bladerunner.fandom.com/ wiki/Joi https://joyforall.com/ https://www.imdb.com/ title/tt1798709/ https://en.wikipedia.org/wiki/ D%C3%A6mon_(His_Dark_Materials) Daemon
  • 37. Damiano Gui IED Istituto Europeo di Design human YOU Personality 37 # how does the agent behave and speak? Which personality archetype(s) is it based upon?
  • 38. Damiano Gui IED Istituto Europeo di Design human YOU Input 38 # does the agent speak and understand language? how does the agent process and interpret data from other sources (e.g., traffic cameras, sensors, social media feeds) to understand the urban environment? Text G.U.I. Speech I.o.T.
  • 39. Damiano Gui IED Istituto Europeo di Design human YOU Learning 39 # how does the agent learns and adapts over time? How does the agent update its knowledge base from new data? Short context All-knowing Personal Collective
  • 40. Damiano Gui IED Istituto Europeo di Design human YOU Integration 40 # how does the agent integrate with existing urban mobility systems and infrastructure, and the society in which it exists? Maps / Wayfinding Transp. routes / hours Shared mobility
  • 41. Damiano Gui IED Istituto Europeo di Design human YOU Decision-Making 41 # what are the logic and algorithms that enable the agent to make decisions? What is the logic flow of a conversation? What is the final goal of the agent?
  • 42. Damiano Gui IED Istituto Europeo di Design human YOU Modality 42 # Where does the agent live? In a XR o VR environment, in a physical object, in a personal device? In-car Dedicated device Smartphone XR
  • 43. Damiano Gui IED Istituto Europeo di Design human YOU Ethical compass 43 # What are the guidelines for the ethical use of data, considering privacy, bias, fairness, and the potential for misuse? Accessibility Safety Inclusion Transparency Self-determination https://tangible.is/en/ethical-compass
  • 44. Damiano Gui IED Istituto Europeo di Design human YOU 44
  • 45. Damiano Gui IED Istituto Europeo di Design human YOU Students’ Projects 04 45 A work in progress
  • 46. Damiano Gui IED Istituto Europeo di Design human YOU 46 A gentle agent that holds your place Maria Catalina Lozoya Castro Leal
  • 47. Damiano Gui IED Istituto Europeo di Design human YOU 47 A virtual pet to visualise your carbon footprint Santi Jonathan Di Paola
  • 48. Damiano Gui IED Istituto Europeo di Design human YOU 48 A guardian spirit for your outdoor adventures Camilo Quiñones Vera
  • 49. Damiano Gui IED Istituto Europeo di Design human YOU 49 A road conflict resolution partner Arvid Suse F. De Groote
  • 50. Damiano Gui IED Istituto Europeo di Design human YOU 50 An autonomous vehicle’s spirit Ivan Vietti
  • 51. Damiano Gui IED Istituto Europeo di Design human YOU 51 A product that tells its own origins and travels Sakumi Yamaguchi
  • 52. Damiano Gui IED Istituto Europeo di Design human YOU 52 A poetic guide to urban arts and cultures Shruti Umesh Chakke
  • 53. Damiano Gui IED Istituto Europeo di Design human YOU 53 An architect of immersive experiences for motion sickness Daniela Paula Santillan Nunez