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1 Understanding the Elegant Math Behind Modern Machine Learning 1:14:43
1:14:43
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Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying mathematical concepts that power modern machine learning, to help everyone grasp this technology impacting our lives–even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…
Carnegie Politika Podcast
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Content provided by Carnegie Politika Podcast. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Carnegie Politika Podcast or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.
The Carnegie Politika Podcast delivers world-class analysis on what’s happening in Russia, Ukraine, and Eurasia. Every month, Russia expert Alexander Gabuev talks to Carnegie scholars and regional analysts on the ground to respond to emerging regional trends, the future of Russian geopolitics, and how the region is shaping the world.
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58 episoade
Marcați toate (ne)redate ...
Manage series 2743259
Content provided by Carnegie Politika Podcast. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Carnegie Politika Podcast or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.
The Carnegie Politika Podcast delivers world-class analysis on what’s happening in Russia, Ukraine, and Eurasia. Every month, Russia expert Alexander Gabuev talks to Carnegie scholars and regional analysts on the ground to respond to emerging regional trends, the future of Russian geopolitics, and how the region is shaping the world.
…
continue reading
58 episoade
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Carnegie Politika Podcast

1 Relationship Goals? Unpacking the Latest U.S.-Russia Talks, With Eric Green and Felicia Schwartz 40:54
40:54
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With the arrival of the new administration in the White House, everyone waited with bated breath for the first executive orders regarding the war in Ukraine. The actions of President Donald Trump and his team have not only damaged the United States’ reputation, but also overall transatlantic unity and—most importantly—Ukraine's prospects of security guarantees and a lasting peace. After the latest high-profile talks in Saudi Arabia, the world has been left to ponder what it all means.…
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Carnegie Politika Podcast

1 Ukraine’s Last Defender? Germany, the EU, and Russia's War, with Sophia Besch 34:32
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In 2022, in response to Russia’s invasion of Ukraine, German Chancellor Olaf Scholz declared “Zeitenwende”—a “turning point” in how Germany should think about its defense and security. As the third anniversary of the war approaches amid signs that the Trump administration wants to bring it to an end on terms favorable to Russia, Germany is yet to form a new government following the collapse of Scholz’s coalition. What does the upcoming federal election mean for Germany and its role supporting Ukraine? What changes to German and EU defense can be expected, depending on the composition of the new coalition?…
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Carnegie Politika Podcast

1 Triangle of Sadness: Prospects of Trump-Putin-EU Peace Talks on Ukraine, with Eric Ciaramella 30:41
30:41
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Since Donald Trump’s inauguration as U.S. president, ways to stop the carnage in Ukraine this year have been the subject of intense policy discussions in capitals around the world. Despite Trump’s rhetoric about ending the war swiftly and forcing Putin into a deal, there is still no clear vision of how a cessation of hostilities could be reached. Does the new team in the White House have what it takes to secure a deal that guarantees Ukraine’s sovereignty, and what is the way forward?…
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Carnegie Politika Podcast

1 No Silver Bullet: The Effect of Russian Energy Sanctions, With Sergey Vakulenko and Tatiana Mitrova 37:34
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For a long time, oil and gas sales were the Russian economy’s main source of income. Since the start of the full-scale invasion of Ukraine, the EU and U.S. have unleashed unprecedented sanctions upon the Russian energy sector. The effectiveness of this pressure is hotly debated, since Russia has proved able to continue its assault. What is the current state of the Russian oil and gas sector? How have the last three years changed Russia’s approach to selling energy commodities, and how have developments affected the global energy market? Check out Sergey’s piece on the Russian shadow fleet for Carnegie Politika – https://carnegieendowment.org/russia-eurasia/politika/2024/09/russia-oil-fleet-sanctions?lang=en¢er=russia-eurasia And Sergey’s piece for Financial Times (subject to a paywall) – https://www.ft.com/content/68403277-9cda-491c-aeeb-7dbe77850df6…
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Carnegie Politika Podcast

1 Assad’s Downfall and the Consequences for Russia in the Middle East 37:07
37:07
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Russia has had a strong military presence in Syria ever since 2015, bolstering the regime of Bashar al-Assad and pushing back the rebels. But in the space of a few days this month, the rebels were able to take major cities including Damascus and overthrow the government. Assad was forced to flee the country and seek refuge in Moscow. What does this mean for Russia, which had invested a lot of resources in Syria and used it as a bargaining chip in the power play in the Middle East? What will the fallout be from this sudden change of political climate?…
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Carnegie Politika Podcast

1 Chaos Is a Ladder. Russia’s New Ballistic Threat and Its Consequences for the West. 32:11
32:11
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After the long-awaited decision of the United States to allow the use of Western-made weapons against internationally recognized Russian territory, Russia retaliated by launching an Oreshnik missile, which it claims is a newly developed intercontinental ballistic missile. With many details about the new missile still unknown, the danger of possible nuclear escalation looms over the world, leaving decisionmakers in the West grappling with the question of how to navigate such dangerous terrain. Host - Alex Gabuev Guest - James Acton Music by Liam Gordon…
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Carnegie Politika Podcast

1 How Will Trump’s Presidency Influence Russia’s War Against Ukraine? 28:54
28:54
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For many, the recent victory of Donald Trump in the U.S. presidential election looks like a clear win for the Kremlin. Trump has promised to stop the war in Ukraine swiftly—presumably on terms more favorable to Moscow than to Kyiv. But does the president-elect really have what it takes to convince Moscow to stop its relentless assault on Ukraine? What steps does he need to take to attempt to secure the promised peace deal? What will happen if those efforts fail?…
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Carnegie Politika Podcast

1 The Dissipation of Russian Influence in Moldova 34:23
34:23
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Russia is using agents of influence, propaganda, vote buying, and the Orthodox Church to retain influence in Moldova. With a presidential election looming, the people of Moldova must decide whether they want to continue the EU-integration course led by President Maia Sandu, or whether to spurn it and pursue a different path, all while Russia tries to seek and invent new ways to remove agency from what it considers “a potential part of Russia.” You can read Maksim Samorukov’s recent paper on Moldova here: https://carnegieendowment.org/research/2024/10/moldova-russia-strategy?lang=en¢er=russia-eurasia Host – Alexander Gabuev Guests – Paula Erizanu and Maksim Samorukov Produced by Dmitrii Kuznetsov Music by Liam Gordon…
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Carnegie Politika Podcast

1 Unbalancing Act. What the 2025 Budget Says About the Russian Economy 29:42
29:42
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Despite predictions that the Russian military budget had reached its peak, the recently announced 2025/26 budget shows otherwise. To keep the war machine oiled and functioning, the Russian government is once again raising military spending substantially to levels not seen since the collapse of the Soviet Union. Some in the Russian elites believe that ongoing high demand in the military industrial complex will expedite economic growth. Several miscalculations by the West and a lack of massive military achievements from Ukraine have allowed the Russian economy to withstand the pressure of sanctions. But how sustainable is the current economic strategy, and how long can Putin fund his atrocious war while damaging crucial yet vulnerable economic sectors like healthcare, education, and science? Read Kolyandr's piece on Western sanctions for Carnegie Politika: https://carnegieendowment.org/russia-eurasia/politika/2024/09/russia-eu-sanctions-trade?lang=en¢er=russia-eurasia Host — Alex Gabuev Guests — Alexandra Prokopenko, Alexander Kolyandr Producer — Dmitrii Kuznetsov Music by Liam Gordon…
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Carnegie Politika Podcast

1 How Are Russia and Ukraine Adapting to the Kursk Incursion? 37:20
37:20
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In August, the Ukrainian armed forces managed to pull off an incursion into Russian territory. Unlike previous forays executed by small paramilitary groups, the incursion into Russia's Kursk region appears to be more strategic and serious. Russia was forced to retreat, leaving behind a lot of conscripts who were taken as prisoners of war by the Ukrainian army. While the operation seems to be slowing down, its long lasting consequences are still not clear. Regional governments in border regions of Russia are trying to maintain the facade of life as usual while evacuating people from the affected area. The Kremlin, meanwhile, is looking for a way to counteract the enemy's operation and recover from such a reputational blow for a nuclear state.…
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Carnegie Politika Podcast

1 NATO at 75: Ukraine, Russia, and the Future of European Security 40:53
40:53
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Russia’s unjustified aggression against Ukraine has revitalized NATO, and this new energy was on display at the recent 75th anniversary summit of the alliance. While there were some long-term decisions to boost European deterrence against the Russian threat, other key questions were left unanswered. Can Ukraine become a full member of the alliance? When can this happen? The open-ended confrontation in Eastern Europe, and the risks posed by a belligerent Russia, have resulted in a situation that is more ripe for escalation than the darkest days of the Cold War. In this episode, renowned historian Mary Elise Sarotte discusses the roots of the current crisis. Author of Not One Inch: America, Russia, and the Making of Post–Cold War Stalemate, Mary Elise Sarotte is also Marie-Josée and Henry R. Kravis Distinguished Professor of Historical Studies at Johns Hopkins University. What should the U.S. and Europe do before it’s too late to help Ukraine? How are the historical cases of Norway and West Germany joining NATO relevant to Ukraine today? What can history teach us when it comes to preventing the security situation in Europe from getting even worse? Further reading: - Sarotte, M.E., A Better Path for Ukraine and NATO, Foreign Affairs…
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Carnegie Politika Podcast

1 Arc of Instability: How to Survive as an “In-Between” European State 30:25
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The war in Ukraine has left a group of “in-between” European countries more vulnerable and insecure than ever before. These countries—Armenia, Bosnia and Herzegovina, Georgia, Moldova, and Serbia—find themselves in what we have termed an “arc of instability” between Russia and the European Union.
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Carnegie Politika Podcast

1 What's Happening Between Russia and North Korea? 24:41
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Putin has visited North Korea for the first time in 24 years. The visit reflects the two countries' deepening alignment amid Pyongyang's active support for Russia's aggression against Ukraine. Andrei Lankov provides insights into the signals being exchanged between Moscow and Pyongyang, and addresses the question of whether a real alliance might be on the cards.…
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Carnegie Politika Podcast

1 What Impact Will Russia's New Defense Minister Have in Ukraine? 40:01
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Following his fifth presidential inauguration, Russian President Vladimir Putin has approved a new government. The most significant change is to the Defense Ministry, which will now be led by Andrei Belousov, a Keynesian economist and former deputy prime minister. Coming amid the ongoing war in Ukraine and notable arrests within the Defense Ministry, the reshuffle has prompted questions about Kremlin priorities. What will Belousov's first moves as defense minister be? How will his predecessor Sergei Shoigu’s role evolve, and how might it impact the frontline in Ukraine?…
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Carnegie Politika Podcast

1 Is Putin Prioritizing Regime Survival Over Fighting Terrorism? 32:05
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Responsibility for the March 22 terrorist attack at the Crocus City concert hall has been claimed by the Afghanistan-based Islamic State Khorasan (ISIS-K), and most of the suspects are migrants from Tajikistan. Yet Russian authorities remain steadfast in their insistence that Ukraine and "Western forces" orchestrated the indiscriminate murder of over 140 people. What does this fixation on Ukraine signify for Russia’s regime stability? Is there genuine conviction within Putin’s inner circle that Ukraine masterminded the attack? And what real threats does Russia face from radicalization in Central Asia?…
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Carnegie Politika Podcast

1 Is Western Apathy Trapping Belarus in Russia's Embrace? 36:04
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Four years ago, Belarus reached a point of no return in its delicate balancing act between Russia and the West. Desperate for support, Alexander Lukashenko's regime has become increasingly reliant on Moscow since 2020. Russia's full-scale invasion of Ukraine has further solidified Belarus's position as a close satellite state. What does this mean for the future of Belarus? What roles do Lukashenko and the Belarusian elite play? And how should the West re-evaluate its approach to Belarus in light of these circumstances?…
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Carnegie Politika Podcast

1 Post-Election Russia Resembles the Soviet Union 24:08
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Russia’s presidential election this month shattered all previous records, with president Putin "securing" an unprecedented 87.3 percent of the vote. The critical question now is: how will Putin’s re-election be perceived, both domestically and internationally? Is he a legitimate leader in the eyes of Russians and the global community?…
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Carnegie Politika Podcast

1 Podcast: Navalny's Legacy for the Russian Opposition 48:53
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The sudden death of the jailed Russian opposition leader was a shock, though it was not unexpected. For the last decade, Navalny had been the most vocal critic and opponent of Putin's regime, while his Anti-Corruption Foundation had supporters in almost all Russian regions and cities. Only Navalny was able to consolidate people across Russia in waves of protests against corruption and the authoritarian regime. What impact has Navalny's death had on Russian society and the opposition movement? What is Navalny's legacy? Is there any other person inside or outside Russia who can lead the opposition to Putin's regime now?…
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Carnegie Politika Podcast

1 What’s the Secret of the Russian Economy’s Resilience? 24:58
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The Western sanctions imposed against Russia in response to its full-blown invasion of Ukraine were not just designed to put a cost on Moscow’s actions, but also to stem the flow of materials and money enabling it to wage war. Why did this hope fall short, and how is Putin’s wartime economy faring as we approach 2024 and the second anniversary of the invasion? What do we know of the current state of the Russian economy, and what indicators can we use to plot its trajectory?…
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Carnegie Politika Podcast

1 Learned Indifference: How Russian Society Has Gotten Used to War 24:51
24:51
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Since Russia launched its "special military operation" against Ukraine, Russian society has adapted to living amid conflict. Despite initial predictions that public outrage would topple the regime, the majority of Russians have consolidated around the Kremlin, viewing it as a defender against a perceived threat from the West. How accurate are wartime opinion polls? How have the dynamics of support for the war in Russia changed during the past year? Which events have changed public perceptions in Russia over the last 18 months? What needs to happen in 2024 to bring about a change in these perceptions?…
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Carnegie Politika Podcast

1 What Does Russia Stand to Gain From the Israel-Hamas War? 24:23
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It's been more than a month since Hamas attacked Israel, reigniting the Middle East crisis once again and switching the focus of other political players to the region. Is Russia benefiting from the escalation in the conflict? How is it affecting the war in Ukraine? And what are the long-term consequences for Russia's position as a global player in the Middle East?…
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Carnegie Politika Podcast

1 What Does the Post-Prigozhin Russian Regime Look Like? 35:22
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Just two months ago, Yevgeny Prigozhin, head of the infamous Wagner mercenary army, dominated global headlines after his short-lived mutiny against the Russian military and political leadership. Until recently, Prigozhin was considered a leading Russian politician, with some even believing he could rival President Vladimir Putin. Yet his highly suspicious death did not spark any outrage or visible consequences within Russia. What was behind the Prigozhin phenomenon? What does his untimely death mean for Russia’s political elites? And what will Putin’s regime look like now that Prigozhin is gone?…
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Carnegie Politika Podcast

1 The Vilnius Summit: A Turning Point for NATO and Ukraine 32:00
32:00
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Podcast host Alex Gabuev is joined by Sophia Besch, a fellow at the Carnegie Europe Program, and Eric Ciaramello, a senior fellow at the Carnegie Russia and Eurasia Program, to discuss the outcomes of the NATO summit in Vilnius. The recent NATO summit in Vilnius is being labeled by many as a historic moment for the future of European security, and Ukraine's in particular. What were the summit's key results? How will the accession of Sweden to the alliance change the security role of the Baltic Sea? And is the plan for future NATO accession enough to satisfy Ukrainian society?…
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Carnegie Politika Podcast

1 Is the End in Sight in the Nagorno-Karabakh Conflict? 32:12
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Alex Gabuev is joined by Tom de Waal, a senior fellow at Carnegie Europe, and Anna Ohanyan, a nonresident senior scholar at Carnegie’s Russia and Eurasia program, to discuss developments in and around the contested region of Nagorno-Karabakh. As the long-running conflict between Armenia and Azerbaijan over Nagorno-Karabakh appears to be inching toward a resolution, is the new political reality accepted in Armenia? What does Azeri President Ilham Aliyev hope to achieve? How will the failure of Russian peacekeepers to intervene in recent developments affect the relationship between Moscow and Yerevan? Is the rivalry between competing Western and Russian resolution tracks an asset or a hindrance? And how will an eventual resolution impact on the political systems of Armenia and Azerbaijan?…
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Carnegie Politika Podcast

1 What’s Behind Xi Jinping’s Visit to Moscow? 23:53
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Why did Xi Jinping choose to visit Moscow at a time when Russia has been ostracized by the global community for its invasion of Ukraine? Did both sides get what they wanted from the visit? Has Russia resigned itself to being the junior partner in this burgeoning relationship? What is China’s agenda in putting forward a peace plan for Ukraine? Podcast host Alexander Gabuev is joined by Yanmei Xie, a geopolitics analyst at Gavekal Research, and Vita Spivak, an analyst at Control Risks and non-resident senior fellow at the Carnegie Endowment for International Peace.…
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1 Who’s Winning the Energy War Between Russia and the West? 26:11
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Podcast host Alexander Gabuev and Sergei Vakulenko, a new non-resident senior fellow at the Carnegie Endowment, discuss the energy dimension of the ongoing battle between Russia and the West. How successful was Russia’s plan to wreak economic havoc in Europe by choking gas supplies? Can Europe breathe a sigh of relief, or will Russian energy blackmail still a be threat next winter? How effective have Western energy sanctions been in cutting off the cash flow for the Kremlin’s war machine? And what impact has the war in Ukraine had on the green agenda, both in Russia and beyond? Read Vakulenko's piece on how Russian oil companies defied sanctions and paid less tax here: https://carnegieendowment.org/politika/89052…
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Carnegie Politika Podcast

1 What Next in Russia’s War Against Ukraine? 32:26
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Podcast host Alexander Gabuev discusses what the next few months may have in store together with Dara Massicot, senior policy researcher at the RAND Corporation, and Mark Galeotti, CEO of Mayak Intelligence. As the first anniversary of Russia’s invasion of Ukraine approaches, Ukraine is set to receive Western battle tanks, while Russia is believed to be planning a new offensive. What military developments can we expect to see in the next few months? What impact will the Western tanks have on Ukraine’s capabilities, and why has the West only agreed to supply them now? What do the changes in the military leadership mean for Russia’s campaign? And who is really dictating Russia’s aims and tactics in this war?…
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Carnegie Politika Podcast

As we relaunch our Russia-focused podcast under the Carnegie Politika brand, FT correspondent Polina Ivanova and economist-in-exile Sergei Guriev join podcast host Alexander Gabuev to discuss how access to both data and sources has changed since Russia’s invasion of Ukraine, and whether people inside the Russian government itself also have a poorer understanding of the broader picture as a result of the same changes.…
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Carnegie Politika Podcast

1 What’s Happening in Kazakhstan? 34:37
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This podcast episode focuses on the recent upheaval in Kazakhstan and what to expect moving forward. What and who was behind the recent unrest in Kazakhstan? What was the role of Russia? What will become of former president Nursultan Nazarbayev’s family, and what are the implications for other former Soviet countries? Podcast host Alexander Gabuev is joined by Assel Tutumlu, an assistant professor at the Near East University, and Temur Umarov, a fellow at Carnegie Moscow Center.…
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Carnegie Politika Podcast

1 Can Digital Sovereignty Ever Be More Than a Myth in Russia? 35:29
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What are the roots and drivers of the digital sovereignty narrative in Russian politics? Is there any Russian alternative to foreign 5G technology? How successful is Moscow’s import substitution policy in telecom hardware and software? Is the specter of sanctions against 5G equipment and other civilian telecom software a real threat, or a myth spread by scaremongers? Podcast host Alexander Gabuev is joined by Janis Kluge, a senior associate with the SWP research facility in Berlin, and Alena Epifanova, a research fellow at DGAP—also in Berlin—to discuss the ideas of digital sovereignty and a sovereign internet, and the challenges to those concepts.…
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