I am an algorithm - workshop on understanding bias in coding
-
Upload
acuity-design -
Category
Design
-
view
310 -
download
0
Transcript of I am an algorithm - workshop on understanding bias in coding
![Page 1: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/1.jpg)
I am an algorithm
Understanding bias in coding
![Page 2: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/2.jpg)
Alastair Somerville
![Page 3: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/3.jpg)
@acuity_design
![Page 4: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/4.jpg)
Safety
![Page 5: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/5.jpg)
Workshop goals
![Page 6: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/6.jpg)
To understand– what is an Algorithm–why it creates problems–how can we react
![Page 7: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/7.jpg)
What is an Algorithm?
![Page 8: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/8.jpg)
![Page 9: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/9.jpg)
Algorithmic thought
![Page 10: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/10.jpg)
It’s a recipe
![Page 11: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/11.jpg)
Quick exercise
![Page 12: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/12.jpg)
Write down how to make a pot of
coffee
![Page 13: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/13.jpg)
Making coffee in a pot:1. Get a pot, the size depends on home many people you are making the coffee for. 2. Pour water into the pot until the pot is almost filled with water.3. Put the pot on the stove an turn the stove on.4. Let the water in the pot boil for five minutes.5. After that you get the can that contains the coffee grains and put scoops of coffee in the boiling pot.(the amount of scoops you put may vary depending on how many people you are making the coffee for).6. You let the pot now containing the boiled hot water and coffee grains boil for another minute.7. You turn off the stove and remove the pot from the stove.8. You take out another pot for the next procedure.9. You pour the water and the coffee grains that the first pot contain into a percolator and into the second pot.10. Finally you you pour the substance into a cup and add as many sugars, creme, and milk as you like and you enjoy it.
![Page 14: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/14.jpg)
It’s a way of recording and
remembering tasks over time and
amongst people
![Page 15: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/15.jpg)
![Page 16: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/16.jpg)
Nigella Lawson’s cookbooks will not
destroy human society
![Page 17: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/17.jpg)
But that’s not enough
![Page 18: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/18.jpg)
Automation
![Page 19: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/19.jpg)
![Page 20: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/20.jpg)
Bad if you are a barista
![Page 21: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/21.jpg)
But that’s not enough
![Page 22: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/22.jpg)
Autonomy
![Page 23: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/23.jpg)
![Page 24: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/24.jpg)
Decision making
![Page 25: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/25.jpg)
Artificial Intelligence
![Page 26: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/26.jpg)
Judgements
![Page 27: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/27.jpg)
Drones
![Page 28: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/28.jpg)
![Page 29: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/29.jpg)
Do NOT operate Algorithm without Human supervision
![Page 30: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/30.jpg)
Bit too far
![Page 31: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/31.jpg)
Algorithms are
![Page 32: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/32.jpg)
Algorithms are written recipes
![Page 33: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/33.jpg)
Algorithms are written recipes for decision making
![Page 34: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/34.jpg)
Algorithms are written recipes for semi-autonomous decision making
![Page 35: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/35.jpg)
Why are Algorithms a
problem?
![Page 36: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/36.jpg)
What algorithms
worry you now in your life?
![Page 37: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/37.jpg)
FinancialConsumer
SocialInformational
![Page 38: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/38.jpg)
RankingPrioritisationClassificationAssociation
Filtering
![Page 39: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/39.jpg)
The Fears
![Page 40: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/40.jpg)
Autonomy of machine
reduces agency of human
![Page 41: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/41.jpg)
The loss of intelligibility
![Page 42: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/42.jpg)
The Black Box Society
Frank Pasquale
![Page 43: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/43.jpg)
![Page 44: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/44.jpg)
![Page 45: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/45.jpg)
![Page 46: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/46.jpg)
![Page 47: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/47.jpg)
The box is opaque to
human understanding...
![Page 48: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/48.jpg)
...but the contents are created by
humans
![Page 49: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/49.jpg)
It is intelligible but not
accessible
![Page 50: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/50.jpg)
Exercise
![Page 51: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/51.jpg)
Amazon Recommendatio
ns
![Page 52: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/52.jpg)
Try to understand– what data goes in– what comes out– what do Amazon put in the box
![Page 53: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/53.jpg)
Need a framework
![Page 54: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/54.jpg)
What can we do?
![Page 55: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/55.jpg)
PoliticalPersonal
![Page 56: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/56.jpg)
Political
![Page 57: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/57.jpg)
![Page 58: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/58.jpg)
Create transparency
![Page 59: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/59.jpg)
![Page 60: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/60.jpg)
Transparency is not enough
![Page 61: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/61.jpg)
Code is law
Lawrence Lessig
![Page 62: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/62.jpg)
Legislate an intelligible
society
![Page 63: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/63.jpg)
Long term change
![Page 64: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/64.jpg)
Personal
![Page 65: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/65.jpg)
Intelligible life
![Page 66: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/66.jpg)
Creating a toolkit
![Page 67: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/67.jpg)
Short term skills
![Page 68: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/68.jpg)
Critical thinking
![Page 69: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/69.jpg)
ALGORITHMIC ACCOUNTABILITY
REPORTING ON THE INVESTIGATION OF
BLACK BOXES
NICHOLAS DIAKOPOULOS, PH.D.
![Page 70: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/70.jpg)
Reverse engineering
![Page 71: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/71.jpg)
The Message Machine
![Page 72: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/72.jpg)
Understanding a campaign
donation request
algorithm
![Page 73: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/73.jpg)
![Page 74: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/74.jpg)
1What do they
know?
![Page 75: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/75.jpg)
![Page 76: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/76.jpg)
Input correlates to output
![Page 77: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/77.jpg)
![Page 78: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/78.jpg)
NamesAges
Addresses
![Page 79: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/79.jpg)
NamesAges
Addresses
![Page 80: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/80.jpg)
NamesAges
AddressesDonation history
![Page 81: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/81.jpg)
Beware
![Page 82: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/82.jpg)
Correlation does not imply
causation, nor intent on the part of the
designer
![Page 83: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/83.jpg)
2What do they
want?
![Page 84: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/84.jpg)
Understand their needs
![Page 85: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/85.jpg)
DonationsProof of data
More data
![Page 86: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/86.jpg)
Semi autonomous
algorithm
![Page 87: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/87.jpg)
Adaptive algorithm
![Page 88: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/88.jpg)
![Page 89: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/89.jpg)
The algorithm adapts and that
change is visible
![Page 90: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/90.jpg)
Your Amazon homepage
![Page 91: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/91.jpg)
What changes what appears
on the Homepage?
![Page 92: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/92.jpg)
Be mindful of your digital
places
![Page 93: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/93.jpg)
Take screenshots
![Page 94: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/94.jpg)
Use social connections and
conversation
![Page 95: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/95.jpg)
Compare your page to a
friend’s page
![Page 96: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/96.jpg)
Algorithms are not just about
you
![Page 97: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/97.jpg)
The trick is in our humanity
![Page 98: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/98.jpg)
Algorithms are coded by humans
![Page 99: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/99.jpg)
Understand the coder not the
code
![Page 100: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/100.jpg)
A Toolkit
![Page 101: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/101.jpg)
Think backwards Use correlation carefullyMake comparisons over
timeImagine what the coder
wantsTalk to your friends
![Page 102: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/102.jpg)
Think backwards Use correlation carefullyMake comparisons over
timeImagine what the coder
wantsTalk to your friends
![Page 103: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/103.jpg)
Think backwards Use correlation carefullyMake comparisons over
timeImagine what the coder
wantsTalk to your friends
![Page 104: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/104.jpg)
Think backwards Use correlation carefullyMake comparisons over
timeImagine what the coder
wantsTalk to your friends
![Page 105: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/105.jpg)
Think backwards Use correlation carefullyMake comparisons over
timeImagine what the coder
wantsTalk to your friends
![Page 106: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/106.jpg)
Finishing up
![Page 107: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/107.jpg)
What is an Algorithm
Why it creates problems
How can we react
![Page 108: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/108.jpg)
What
![Page 109: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/109.jpg)
Algorithms are written recipes for semi-autonomous decision making
![Page 110: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/110.jpg)
Why
![Page 111: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/111.jpg)
RankingPrioritisationClassificationAssociation
Filtering
![Page 112: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/112.jpg)
The loss of intelligibility
![Page 113: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/113.jpg)
How
![Page 114: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/114.jpg)
Short term: use social
Long term: use
political
![Page 115: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/115.jpg)
Thank you
![Page 116: I am an algorithm - workshop on understanding bias in coding](https://reader036.fdocuments.us/reader036/viewer/2022070515/587740971a28ab342e8b6ac9/html5/thumbnails/116.jpg)
Q&A