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1
Introduction
2
Our Story Begins
3
The History of the Algorithm
4
Who Should Get Dialysis
5
Math Behind It
6
Medical Experts
7
Year of Life
8
Clive Raw
9
Clives methodological objection
10
Clives moral objection
11
Social determinants of health
12
What happened instead
13
A decade of debate
14
Kidney transplant system
15
Systems governed poorly
16
Public trust matters
17
Resource rationing
18
Lessons from this story
19
Algorithms shift our moral attention
20
Analogy
21
Shared Understanding
22
Deliberation
23
Quantification
24
Knowledge Participation
25
Questions
26
How to create more profitable systems
27
What is Technologic
28
Values and Ethics
29
Market for Kidneys
30
Discussion Questions
Description:
Explore the development of a life-and-death algorithm for kidney transplant allocation in this Stanford University seminar. Delve into David Robinson's account of how patients, surgeons, clinicians, data scientists, public officials, and advocates collaborated to create an inclusive and accountable system. Examine the challenges, compromises, and ethical considerations involved in building the Kidney Allocation System over a decade. Gain insights into the promise and limitations of participatory approaches, transparency, forecasting, and auditing in high-stakes software development. Learn valuable lessons for creating technology in a democratic and accountable manner, and understand the importance of public trust in resource allocation systems. Analyze the role of algorithms in shifting moral attention and the significance of shared understanding, deliberation, and knowledge participation in decision-making processes.

Voices in the Code - A Story About People, Their Values, and the Algorithm They Made

Stanford University
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