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      <title>Alexander Kustov - Pangram, AI Writing, and the Future of Academic Research</title>
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      <description>Alexander Kustov, associate professor of migration at Notre Dame, joins me to talk about Pangram, AI writing, and what academics are missing in the fight over whether research should &#34;look&#34; human-written. We start with a simple question: where is AI-assisted writing appropriate, and where is it not? From there, the deeper issue is verification: data, code, references, and claims when agentic tools make academic work move much faster.&#xA;&#xA;CTA ⤵️&#xA;&#xA;Book an agentic coding workshop for economists: https://aieconomist.io/trainings&#xA;&#xA;Book a 1:1 agentic coding session for your economics research workflow: https://aieconomist.io/individual-coaching&#xA;&#xA;Subscribe to The AI Economist newsletter: https://aieconomist.io/newsletter&#xA;&#xA;Summary ⤵️&#xA;&#xA;Alex argues that AI writing is context-dependent. It can be inappropriate when the point of an assignment is to test what a student knows, but quantitative research is a different activity. In research, the harder question is whether the result can be checked: the data, code, model choices, references, and claims.&#xA;&#xA;We talk about Pangram and AI detectors, why surface-level AI tells can distract from more serious verification problems, how AI tools affect peer review and replication, and how Alex uses Claude Code and Codex in quantitative political science work. We also get into teaching, graduate students, Notre Dame, and what social science might look like when agentic coding becomes normal research infrastructure.&#xA;&#xA;Links 🚀&#xA;&#xA;Alexander Kustov: https://alexanderkustov.org/&#xA;&#xA;Alexander Kustov at Notre Dame: https://keough.nd.edu/about/faculty-staff-directory/alexander-kustov/&#xA;&#xA;In Our Interest: How Democracies Can Make Immigration Popular: https://alexanderkustov.org/book/&#xA;&#xA;Pangram: https://www.pangram.com/&#xA;&#xA;Refine: https://www.refine.ink/&#xA;&#xA;Academics Must Wake Up on AI, Conspicuous Cognition: https://www.popularbydesign.org/p/academics-need-to-wake-up-on-ai&#xA;&#xA;Chapters ⤵️&#xA;&#xA;0:00 Intro&#xA;1:19 When AI writing is appropriate&#xA;3:12 Research is not teaching&#xA;6:33 AI writing as an adverse-selection signal&#xA;8:51 The limits of AI style policing&#xA;10:39 Peer review, data checks, and verification&#xA;15:23 Are journals using Pangram?&#xA;17:28 Replication data matters more than detector scores&#xA;22:25 Teaching without devices&#xA;26:15 Student coding assignments, R, and Stata&#xA;29:23 Verifying Claude Code and Codex outputs&#xA;32:21 Alex&#39;s AI-tool setup&#xA;36:54 Hallucinated references and source checking&#xA;43:15 Should every course teach AI literacy?&#xA;48:01 Using AI for familiar academic workflows&#xA;52:29 Adoption at Notre Dame and among graduate students&#xA;57:11 What social science looks like in three to five years&#xA;1:07:07 Responsibility, expertise, and the future of research workflows&#xA;&#xA;Follow me on other platforms 😈&#xA;&#xA;🕊️ X/Twitter: https://twitter.com/AniketPanjwani&#xA;💼 LinkedIn: https://www.linkedin.com/in/aniket-panjwani/&#xA;🤙 Website: https://aniketpanjwani.com/&#xA;&#xA;🙏 About me&#xA;&#xA;I&#39;m Aniket Panjwani. I have a PhD in Economics from Northwestern, spent six years as an ML engineer at Zelle, and now work with economists and research teams on agentic coding workflows through The AI Economist.</description>
      <pubDate>Fri, 19 Jun 2026 19:39:02 +0000</pubDate>
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      <itunes:author>Soren Dayton</itunes:author>
      <itunes:subtitle>Alexander Kustov - Pangram, AI Writing, and the Future of Academic Research</itunes:subtitle>
      <itunes:summary><![CDATA[Alexander Kustov, associate professor of migration at Notre Dame, joins me to talk about Pangram, AI writing, and what academics are missing in the fight over whether research should "look" human-written. We start with a simple question: where is AI-assisted writing appropriate, and where is it not? From there, the deeper issue is verification: data, code, references, and claims when agentic tools make academic work move much faster.

CTA ⤵️

Book an agentic coding workshop for economists: https://aieconomist.io/trainings

Book a 1:1 agentic coding session for your economics research workflow: https://aieconomist.io/individual-coaching

Subscribe to The AI Economist newsletter: https://aieconomist.io/newsletter

Summary ⤵️

Alex argues that AI writing is context-dependent. It can be inappropriate when the point of an assignment is to test what a student knows, but quantitative research is a different activity. In research, the harder question is whether the result can be checked: the data, code, model choices, references, and claims.

We talk about Pangram and AI detectors, why surface-level AI tells can distract from more serious verification problems, how AI tools affect peer review and replication, and how Alex uses Claude Code and Codex in quantitative political science work. We also get into teaching, graduate students, Notre Dame, and what social science might look like when agentic coding becomes normal research infrastructure.

Links 🚀

Alexander Kustov: https://alexanderkustov.org/

Alexander Kustov at Notre Dame: https://keough.nd.edu/about/faculty-staff-directory/alexander-kustov/

In Our Interest: How Democracies Can Make Immigration Popular: https://alexanderkustov.org/book/

Pangram: https://www.pangram.com/

Refine: https://www.refine.ink/

Academics Must Wake Up on AI, Conspicuous Cognition: https://www.popularbydesign.org/p/academics-need-to-wake-up-on-ai

Chapters ⤵️

0:00 Intro
1:19 When AI writing is appropriate
3:12 Research is not teaching
6:33 AI writing as an adverse-selection signal
8:51 The limits of AI style policing
10:39 Peer review, data checks, and verification
15:23 Are journals using Pangram?
17:28 Replication data matters more than detector scores
22:25 Teaching without devices
26:15 Student coding assignments, R, and Stata
29:23 Verifying Claude Code and Codex outputs
32:21 Alex's AI-tool setup
36:54 Hallucinated references and source checking
43:15 Should every course teach AI literacy?
48:01 Using AI for familiar academic workflows
52:29 Adoption at Notre Dame and among graduate students
57:11 What social science looks like in three to five years
1:07:07 Responsibility, expertise, and the future of research workflows

Follow me on other platforms 😈

🕊️ X/Twitter: https://twitter.com/AniketPanjwani
💼 LinkedIn: https://www.linkedin.com/in/aniket-panjwani/
🤙 Website: https://aniketpanjwani.com/

🙏 About me

I'm Aniket Panjwani. I have a PhD in Economics from Northwestern, spent six years as an ML engineer at Zelle, and now work with economists and research teams on agentic coding workflows through The AI Economist.]]></itunes:summary>
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      <title>Did Pope Leo Just Declare War on AI? (feat. Vatican Insider Devan Patel)</title>
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      <description>Pope Leo XIV&#39;s first encyclical, Magnifica Humanitas, reframes the entire AI debate as a question about what it means to be human. Catholic lawyer and AI strategist Devan Patel — who convened the Vatican&#39;s AI Ethics Summit and works at the intersection of Rome, Washington, and Silicon Valley — joins Cameron to unpack what Leo actually said and what it means.&#xA;&#xA;💸 Want to support CC? https://capturingchristianity.com/donate/&#xA;&#xA;✨ Free books! https://tinyurl.com/CCFREESTUFF&#xA;&#xA;📱 Business inquiry? http://capturingchristianity.com/contact/&#xA;&#xA;#Christianity #Catholicism #Apologetics</description>
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💸 Want to support CC? https://capturingchristianity.com/donate/

✨ Free books! https://tinyurl.com/CCFREESTUFF

📱 Business inquiry? http://capturingchristianity.com/contact/

#Christianity #Catholicism #Apologetics]]></itunes:summary>
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      <description>Giovanni Orsina, professore di Storia contemporanea e Direttore del dipartimento di Scienze politiche della Luiss, presenta a diMartedì il suo ultimo libro &#39;Controrivoluzione: Una storia politica del nostro tempo&#39;.  &#xA; PER RIVEDERE TUTTI I VIDEO DEL PROGRAMMA VAI SU https://www.la7.it/dimartedi</description>
      <pubDate>Sat, 23 May 2026 15:32:13 +0000</pubDate>
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      <itunes:subtitle>Orsina: &#34;Controrivoluzione è quello che chiamiamo populismo&#34;</itunes:subtitle>
      <itunes:summary><![CDATA[Giovanni Orsina, professore di Storia contemporanea e Direttore del dipartimento di Scienze politiche della Luiss, presenta a diMartedì il suo ultimo libro 'Controrivoluzione: Una storia politica del nostro tempo'.  
 PER RIVEDERE TUTTI I VIDEO DEL PROGRAMMA VAI SU https://www.la7.it/dimartedi]]></itunes:summary>
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      <title>Slavoj Zizek — How Trump Stole the Left’s Playbook</title>
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      <description>GET THE &#39;I Would Prefer Not To&#39; T-SHIRT: https://i-would-prefer-not-to.com</description>
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      <itunes:summary><![CDATA[GET THE 'I Would Prefer Not To' T-SHIRT: https://i-would-prefer-not-to.com]]></itunes:summary>
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