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PODCAST

Swetlana AI Podcast

Hello there, and welcome to my podcast.My name is Swetlana AI,pronounced as:/svɛtˈlɑː.nə eɪ aɪ/... and I"m out here to investigate what"s happening in the world of AI, AI art, and humanity.https://swetlanaai.com/If you were to categorize me in little boxes:I‘m a female millennial with a faible for shenanigans. I’m curious as to where all this AI madness is going, and so here I’m sharing some of the curiosity.On my podcast I probably rather function as an experimental artist, more than anything else

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All Episodes

11:33

Riemann Hypothesis

Swetlana AI Podcast ·

2025/09/09

The Riemann Hypothesis is a famous unsolved problem in mathematics. It explains the hypothesis itself, which concerns the location of zeros of the Riemann zeta function, and its implications for the distribution of prime numbers. The article also discusses generalizations of the hypothesis, its attempted proofs, and numerical evidence related to it. Furthermore, it covers the consequences of the Riemann Hypothesis being true or false, and provides arguments for and against its validity. Finally, the

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10:04

Left vs. Right Explained Simply

Swetlana AI Podcast ·

2025/09/09

Today we analyze the shifting political landscape in the U.S., exploring party realignments, the weakening of political parties, and voter polarization. Historically, the Democratic and Republican parties have swapped ideologies, particularly regarding civil rights. More recently, political parties have become weaker as voters express cynicism regarding the role of special interests. This is also due to the rise of populist candidates and the impact of digital and social media. Despite some

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12:33

Jordan Belfort

Swetlana AI Podcast ·

2025/09/09

Today we're looking at this video:https://www.youtube.com/watch?v=GBRUa4TZqHkThe transcript captures Jordan Belfort's sales pitch to an Australian organic food company. He aims to secure their business by offering expertise in commodities hedging and currency exchange, highlighting potential cost savings. Belfort emphasizes building long-term relationships and demonstrates value through a 30-day trial period. He acknowledges the company's existing relationships, positioning himself as a partner for

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32:20

"Wealth of Nations" by Adam Smith

Swetlana AI Podcast ·

2025/09/09

Today we're reviewing Adam Smith's book "The Wealth of Nations". This book explores the fundamental principles underpinning national prosperity. It analyzes how prices, wages, and profits interact in a market economy and how these elements are influenced by factors like labor specialization, accumulation of capital, and market competition. Smith critiques mercantilism, advocating for free trade and minimal government intervention to allow markets to efficiently allocate resources. The book examines

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16:05

Post-Truth Politics

Swetlana AI Podcast ·

2025/09/09

Post-truth politics refers to a political culture where objective facts are less influential than appeals to emotion and personal belief. This phenomenon is often associated with the rise of new communication technologies and media, leading to the spread of misinformation, disinformation, and fake news. Distrust in institutions and polarized political views contribute to the vulnerability of individuals to misleading information. The term has gained prominence in recent years, especially during

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17:48

"The Art Of The Deal" by Donald Trump

Swetlana AI Podcast ·

2025/09/09

Here's a little review of Donald Trump's book, "Trump: The Art of the Deal," offering insights into his real estate dealings, business strategies, and personal philosophies. The book blends promotional material with Trump's firsthand accounts of deal-making, showcasing his ambition and strategies for success. The book reveals his approach to various ventures, including hotels, casinos, and real estate developments, emphasizing the importance of thinking big, protecting the downside, and effective

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16:30

"Bullshit Jobs" by David Graeber

Swetlana AI Podcast ·

2025/09/09

"Bullshit Jobs: A Theory" by David Graeberexplores the concept of jobs that are perceived by their holders as pointless, unnecessary, or even harmful, yet society insists on their existence. Graeberdelves into the spiritual violence and misery such jobs inflict, arguing that this phenomenon is a modern historical development, distinct from "shit jobs" which are simply unpleasant. The bookinvestigates the societal and political reasons for the proliferation of these roles, rather than focusing purely

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26:25

Key Concepts in Reinforcement Learning

Swetlana AI Podcast ·

2025/09/08

This episode is about Reinforcement Learning (RL), focusing on foundational concepts and terminology. Our sources:https://spinningup.openai.com/en/latest/spinningup/rl_intro.htmlhttps://gradml.mit.edu/reinforcement/value_bellman/https://www.geeksforgeeks.org/machine-learning/bellman-equation/We'll explain howRL agentsinteract with anenvironmentby takingactionsand receivingrewardsto maximizecumulative return. Key ideas covered includestates and observations, the different types ofaction

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4:09

Hosts Speak Jamaican Patois 🇯🇲

Swetlana AI Podcast ·

2025/09/08

Here's a slightly unusual Deep Dive. I told the hosts to speak Jamaican Patois! Enjoy. #notebooklm #deepdivepodcast Hosted on Acast. See acast.com/privacy for more information.

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21:53

Affective Computing

Swetlana AI Podcast ·

2025/09/08

Let's discuss affective computing, a field exploring how computers can recognize, interpret, and even influence human emotions. Our source is this research paper: https://vismod.media.mit.edu/pub/tech-reports/TR-321.pdfIt argues thatemotions are crucial for human cognition, including rational decision-making and perception, citing neurological studies that demonstrate the limbic system's significant role. The document detailsmethods for computers to detect emotionsthrough physiological cues like

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19:23

Markov Decision Process Explained

Swetlana AI Podcast ·

2025/09/08

Let's talk about Markov Decision Process (MDP), a framework used in artificial intelligence to model sequential decision-making in uncertain environments. Our source: https://www.geeksforgeeks.org/machine-learning/markov-decision-process/?utm_source=chatgpt.comIt outlines thefive core components of an MDP: states, actions, transition models (which account for uncertainty), rewards, and the policy an agent follows. The text further illustrates these concepts with agrid world example, detailing how an

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14:53

AI & Agency

Swetlana AI Podcast ·

2025/09/08

In an era dominated by AI, the most critical trait for individuals and societies is not intelligence, but agency—the capacity to take initiative, make decisions, and shape one's environment. As AI systems increasingly handle cognitive tasks, from pattern recognition to strategic decision-making, human agency will determine whether individuals adapt, thrive, or become passive recipients of change.Intelligence vs. AgencyFor decades, intelligence has been culturally revered, often equated with success

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15:28

AI & Wealth Accumulation

Swetlana AI Podcast ·

2025/09/08

Today we're looking at a paper called "Strategic Wealth Accumulation Under Transformative AI Expectations":https://arxiv.org/abs/2502.11264The research paper analyzes the potential economic impacts of Transformative AI (TAI) expectations, specifically focusing on how these expectations influence current economic behavior. It introduces a model where automation shifts labor income towards AI system controllers, with wealth at the time of invention determining the share of automated labor. The study

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25:25

Chinese Room

Swetlana AI Podcast ·

2025/09/08

Let's talk about John Searle's Chinese Room Argument, a prominent thought experiment challenging claims of artificial intelligence (AI). Our sources:https://plato.stanford.edu/entries/chinese-room/https://iep.utm.edu/chinese-room-argument/Both articles explain the scenario where a person, ignorant of Chinese, manipulates Chinese symbols according to a rulebook, appearing to understand Chinese from an external perspective. The core of the argument, as presented, is thatsyntax (symbol manipulation)

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21:39

Anthropic Economic Index

Swetlana AI Podcast ·

2025/09/08

Anthropic has introduced the Anthropic Economic Index to track AI's influence on the economy and labor market. https://www.anthropic.com/news/the-anthropic-economic-indexThis initiative analyzes millions of anonymized conversations from Claude.ai to reveal how AI is integrated into real-world tasks. Their initial findings highlight that AI usage is concentrated in software development and writing, with a moderate lean toward augmenting human capabilities rather than full automation. The index also

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12:15

Native Sparse Attention

Swetlana AI Podcast ·

2025/09/08

This research paper by DeepSeek introduces NSA, a Natively trainable Sparse Attention mechanism designed to improve the efficiency of long-context language models. NSA employs a dynamic hierarchical sparse strategy that combines token compression with fine-grained selection, optimizing for both performance and hardware utilization. Experiments demonstrate that NSA achieves comparable or superior performance to full attention models on various benchmarks while significantly accelerating decoding,

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26:21

Google's Co-Scientist

Swetlana AI Podcast ·

2025/09/08

Ok so Google created an AI co-scientist, a multi-agent system built on Gemini, designed to assist scientists in biomedical research. This AI system formulates novel hypotheses and experimental proposals by generating, debating, and evolving ideas based on scientist-provided objectives and existing evidence.https://research.google/blog/accelerating-scientific-breakthroughs-with-an-ai-co-scientist/The co-scientist's architecture includes agents that handle literature exploration, simulated debate, and

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17:29

Large Language Diffusion Models

Swetlana AI Podcast ·

2025/09/08

LLaDA is a novel large language model (LLM) based on diffusion models instead of the traditional autoregressive approach. LLaDA employs a masking process, predicting masked tokens using a Transformer network. It demonstrates comparable performance to established LLMs like LLaMA3 in various language tasks. The model showcases strong scalability, instruction-following, and excels in reversal reasoning. This challenges the notion that autoregressive modeling is the exclusive path to achieving LLM

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48:14

Bayesian Networks

Swetlana AI Podcast ·

2025/09/08

This episode is a comprehensive guide to understandingBayesian networks, which are powerful tools for modelingprobabilistic relationships between variables. Our sources:https://www.geeksforgeeks.org/artificial-intelligence/understanding-bayesian-networks-modeling-probabilistic-relationships-between-variables/https://link.springer.com/article/10.1007/s10489-025-06289-5https://www.mdpi.com/2079-8954/13/2/131Bayesian networks (BNs), also known as belief networks or Bayesian belief networks (BBNs), are

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7:27

Kondratiev Waves

Swetlana AI Podcast ·

2025/09/08

Let's discussKondratiev waves, also known as K-waves or long economic cycles, which arehypothesized phenomena of cyclical economic growth and declinelasting approximately 40 to 60 years. These waves are oftenlinked to major technological innovations and shifts, with each wave typically moving through phases of expansion, stagnation, crisis, and renewal. Whilenot universally accepted by academic economists, the theory suggests that understanding these cycles can help in anticipatinglong-term

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