Words & Numbers

Episode 491: Redistrict This!


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In this episode, we discuss how artificial intelligence is increasingly blurring the line between assistance and deception, from using AI tools to troubleshoot everyday problems to the growing risks of deepfake images and AI-generated pornography. We examine questions of name, image, and likeness as property, the limits of regulation, and whether government enforcement can realistically keep pace with rapidly evolving technology. We also dive into the foolishness of the week involving the Smithsonian and renewed debates over Trump’s impeachments, before turning to broader political questions about gerrymandering, census data, immigration, and representation. The conversation closes with a look at election denial, political extremism, rising distrust in institutions, and how economic anxiety continues to fuel anger and division across American society.


00:00 Introduction and Overview

00:26 Fixing a Computer with AI Assistance

02:00 Listener Calendar Story and Patreon Banter

03:52 AI, Deepfake Porn, and Image Ownership

05:14 Grok and AI Image Manipulation

08:01 AI Guardrails

10:44 Foolishness of the Week: Smithsonian and Trump’s Impeachments

12:15 Trump, Impeachment, and Historical Legacy

14:54 Does Trump Care About His Legacy?

17:05 Midterm Elections and House Control

18:45 Gerrymandering, Courts, and State Power

20:15 Urban vs Rural Political Divide

22:09 Redistricting, Census Rules, and Immigration

24:25 Census Overreach and Bad Data

26:00 Political Representation and Imperfect Systems

27:52 Why America Still Attracts Immigrants

28:47 Peaceful Transfers of Power and January 6

29:53 Election Denial and Institutional Trust

33:21 Political Extremism and Rising Violence

35:01 Protests, Policing, and Fear of Government

37:57 Midterms, Election Fallout, and Political Violence

38:54 Economic Anxiety and Political Anger

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Words & NumbersBy CiVL

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