This Machine Kills

247. Automated Welfare – the Simple Violence of Complex Machines

Apr 14, 2023
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1
Introduction
00:00 • 4min
2
The Complexity of Machine Learning Systems
04:23 • 3min
3
The Power of Machine Learning
07:18 • 2min
4
AI and Democracy in the Welfare State
09:44 • 5min
5
The Culture of Nationalism in the Netherlands
14:44 • 2min
6
The Future of Dutch Language Ability
17:09 • 5min
7
The Welfare Fraud Algorithm
22:30 • 3min
8
Random Selection and the Risk Score
25:26 • 3min
9
The Unintended Discrimination of Machine Learning
28:33 • 3min
10
The System's Negative Impact on Your Risk Score
31:33 • 3min
11
The Complexity of a Gradient Boosting Machine
34:36 • 3min
12
The Differences Between Male and Female Decision Trees
38:00 • 2min
13
The Relationship Between Attributes and Risk Scores
40:26 • 5min
14
The Role of the Fraud Algorithm in the Design of Welfare Benefits
45:18 • 4min
15
The Role of Language in Fraud
49:26 • 4min
16
The Discriminatory Model of Fraud
53:22 • 6min
17
The Importance of Using Smart Systems
59:02 • 2min
18
The Ideological Compulsion to Act in Technology
01:01:28 • 3min
19
The Importance of Fairness in Risk Management
01:04:26 • 6min
20
The Importance of Transparency in Cities
01:10:25 • 2min
21
How to Get Rid of Fucking Means Testing
01:12:31 • 1min
22
How to Convince People to Give Up the Dignity That They Want So Desperately
01:13:32 • 5min
23
The Importance of Proof in Automated Systems
01:18:37 • 3min
24
The Role of Politics in Racism
01:21:24 • 5min
25
Thank You.
01:26:08 • 2min