Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Data Ethics for Regular Developers - rubyconf 2018
Search
Colin
November 13, 2018
Technology
2.3k
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
Data Ethics for Regular Developers - rubyconf 2018
Colin
November 13, 2018
More Decks by Colin
See All by Colin
It's dangerous to go alone: Building teams like an organizer
colinxfleming
0
530
Other Decks in Technology
See All in Technology
脱Jenkins、インターン生が挑んだCIツールGitHubActions移行
mixi_engineers
PRO
1
310
セキュリティ研修【MIXI 26新卒技術研修】
mixi_engineers
PRO
32
28k
13年運用タイトルのサーバーサイドが辿り着いた現在地 ― モンスターストライクにおける技術・組織・AI活用から得た知見
mixi_engineers
PRO
1
400
『三匹の子ぶた』から学ぶネットワークセキュリティの昔と今 / Network Security: Then and Now Through the Lens of The Three Little Pigs
nttcom
1
1.4k
A Bag-of-Documents Model for Query Specificity
dtunkelang
0
200
StepFunctionsとGraphRAGを活用した暗黙知活用のためのRAG基盤
yakumo
1
200
AIがAPIを書く時代に、私たちは何を設計すべきか
nagix
0
200
名古屋の市バスGTFS-JPデータ×スガキヤ 最寄りバス停検索をAmazon ElastiCache Serverless for Valkeyで最適化する
usanchuu
1
130
コンポーネント名には何を含めるべきなのか? / what-should-be-included-in-component-names
airrnot1106
0
250
AIQAのナレッジ構築について
qatonchan
1
140
事業成長とAI活用を止めないデータ基盤アーキテクチャの設計思想
hiracky16
1
790
データ組織の転換期 一足飛びしない段階的戦略
leveragestech
PRO
0
140
Featured
See All Featured
Chasing Engaging Ingredients in Design
codingconduct
0
250
Bioeconomy Workshop: Dr. Julius Ecuru, Opportunities for a Bioeconomy in West Africa
akademiya2063
PRO
1
190
Building a Scalable Design System with Sketch
lauravandoore
463
34k
brightonSEO & MeasureFest 2025 - Christian Goodrich - Winning strategies for Black Friday CRO & PPC
cargoodrich
3
760
Winning Ecommerce Organic Search in an AI Era - #searchnstuff2025
aleyda
1
2.1k
jQuery: Nuts, Bolts and Bling
dougneiner
66
8.5k
The Hidden Cost of Media on the Web [PixelPalooza 2025]
tammyeverts
2
420
Joys of Absence: A Defence of Solitary Play
codingconduct
1
420
Statistics for Hackers
jakevdp
799
230k
Utilizing Notion as your number one productivity tool
mfonobong
4
490
Applied NLP in the Age of Generative AI
inesmontani
PRO
4
2.4k
The SEO Collaboration Effect
kristinabergwall1
1
510
Transcript
DATA ETHICS FOR REGULAR DEVELOPERS: WHAT WE CAN LEARN ABOUT
DATA ETHICS BY PRETENDING TO NOT KNOW WHAT PRINGLES ARE ONLINE COLIN FLEMING @RIDETHECATBUS
CONTENT WARNING • DISCUSSION OF DEATH • DISCUSSION OF ABORTION
CARE
IMAGINE AN INVENTION THAT MAKES TELEPORTATION POSSIBLE
BUT THERE IS A COST
SURPRISE! THE INVENTION IS CARS
DOUBLE SURPRISE! PEOPLE’S DATA IS FUEL
HMM WHAT’S IN THE NEWS TODAY OH DEAR: • EXPERIAN
BREACH? • FACEBOOK/GOOGLE BREACH OF THE MONTH?? • PALANTIR ROBOCOP ALGORITHMS???
REGULAR DEVELOPERS STARE DOWN THESE ETHICAL QUESTIONS ALL THE TIME
OUR ROADMAP FOR THIS TALK: • CRASH COURSE IN ETHICAL
REASONING • IDENTIFYING OUR VALUES • A FEW CASE STUDIES
ETHICS IS OUR RESPONSIBILITY TO ACT IN A WAY INFORMED
BY SHARED AND PERSONAL VALUES (MORE OR LESS)
None
PROGRAMMER CODES OF ETHICS (LIKE THE ASSOCIATION FOR COMPUTING MACHINERY’S)
ARE A THING!
ACM ETHICS SUMMARY: • EVERYONE IS A STAKEHOLDER IN COMPUTING
• AVOID HARM AND PROTECT PRIVACY • AVOID YOLO-DRIVEN DEVELOPMENT
THE DC ABORTION FUND’S VALUES (ROUGHLY): • EMPOWER CLIENTS TO
CARRY OUT THEIR CHOICES • ASKING SLIGHTLY INTRUSIVE QUESTIONS IS OKAY IF IT COULD IMPROVE HOW WE WORK
OUR VALUES AS AN ENGINEERING TEAM: • COLLECTING DATA IS
RISKY SO DO IT CAREFULLY • AVOID DOING MAD SCIENCE
THREE CASE STUDIES: • ASKING FOR DATA IN THE FIRST
PLACE • TRACKING IMMIGRATION STATUS • PREDICTIVE MODELING
ETHICAL QUESTIONS TO ASK: • IS THIS IN LINE WITH
OUR VALUES? • DOES THIS PUT PEOPLE IN HARM’S WAY? • WOULD THIS SURPRISE SOMEONE? • WHAT HAPPENS IF YOU BLOW IT?
FIRST: THE POWER DYNAMICS OF ASKING FOR DATA IN THE
FIRST PLACE
FIRST: ASKING FOR DATA: DOES IT PUT PEOPLE IN HARM’S
WAY?
FIRST: ASKING FOR DATA: WOULD THIS SURPRISE SOMEONE?
FIRST: ASKING FOR DATA: WHAT HAPPENS IF WE BLOW IT?
FIRST AND A HALF: THE POWER DYNAMICS OF ASKING FOR
DATA IN THE FIRST PLACE (AS A FOR PROFIT BUSINESS)
SECOND: TRACKING DANGEROUS DATA LIKE IMMIGRATION STATUS
TRACKING IMMIGRATION STATUS BECAUSE IT’S HELPFUL FOR SERVING PATIENTS
NOT TRACKING IMMIGRATION STATUS BECAUSE I.C.E. IS A THING NOW
SECOND AND A HALF: TRACKING DANGEROUS DATA LIKE IMMIGRATION STATUS
(AS A FOR PROFIT BUSINESS)
THIRD: THE ALGO AND PREDICTIVE MODELING
THIRD AND A HALF: THE ALGO AND PREDICTIVE MODELING (AS
A FOR PROFIT BUSINESS)
I’M OUT OF STUFF TO TALK ABOUT: • PREPARE TO
WORK THROUGH ETHICAL QUESTIONS • THINK HARD ABOUT YOUR VALUES AND POWER • CHARGE IN HEADFIRST
THANKS •JAMEY, ETHICAL DECISIONS TRACK CURATOR •SOUND PERSON
I AM: COLIN FLEMING MY EMAIL:
[email protected]
MY TWITTER: @RIDETHECATBUS