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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

15:20

Vibe Coding 101 | How to Vibe Code

Swetlana AI Podcast ·

2025/09/10

Curious about vibe coding? Here’s a concise instruction on how to vibe code properly.Get the "Vibe Coding Guide" poster here: https://swetlanaai.com/2025/04/25/vibe-coding-the-ultimate-guide/Oh, and I wrote a book. "Vibe Coding: Build Without Thinking" is out now. It's here: https://www.amazon.com/dp/B0DWHKDHS9Vibe coding isn’t just about building software—it’s about creating momentum, shipping fast, and thinking with AI as your co-pilot. It’s an iterative, intuition-driven process that combines

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11:13

Stanislav Petrov (The Guy Who Prevented Nuclear War)

Swetlana AI Podcast ·

2025/09/10

During the 1983 Soviet nuclear false alarm incident, Lieutenant Colonel Stanislav Petrov was the duty officer at the command center for the Oko nuclear early-warning system. On September 26, 1983, the system reported that five missiles had been launched from the United States.Petrov judged these reports to be a false alarm. This judgment is credited with having prevented an erroneous retaliatory nuclear attack on the United States and its NATO allies. Had Petrov reported incoming American missiles

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12:11

Thailand's Robotic Cop

Swetlana AI Podcast ·

2025/09/10

Earlier this year Thailand has introduced its first AI-powered police robot, dubbed "AI police cyborg 1.0," deploying it at the Songkran festival in Bangkok. This stationary robot uses 360-degree cameras, AI, and data from CCTV and drones to detect threats and alert human officers. Developed by local police and government agencies, the robot is equipped with facial recognition and weapon detection capabilities. While China has also been experimenting with more mobile humanoid police robots, the

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16:18

"Noise: A Flaw In Human Judgment" by Daniel Kahneman

Swetlana AI Podcast ·

2025/09/10

"Noise: A Flaw in Human Judgment," by Daniel Kahneman, explores the pervasive issue of unwanted variability in judgments, distinct from bias, across various professional domains like criminal justice, medicine, and hiring. The authors examine how noise leads to errors and inconsistencies, highlighting its often unnoticed and costly impact on organizational decisions. The book investigates the sources of noise, including occasion noise and pattern noise, and discusses strategies for noise reduction,

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14:25

AI Is Lying Sometimes (Chain-of-Thought)

Swetlana AI Podcast ·

2025/09/10

So there is this new paper by Anthropic:https://assets.anthropic.com/m/71876fabef0f0ed4/original/reasoning_models_paper.pdf... according to it, AI isn't always faithful in its chain of thought process. This is what we're discussing in this episode.#ai #artificialintelligence #anthropic Some background: Chain-of-Thought (CoT) in AI reasoning models refers to the explicit articulation of the steps and reasoning process that a model undertakes to arrive at a final answer. When a model uses CoT, it not

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24:15

MCP | Model Context Protocol

Swetlana AI Podcast ·

2025/09/10

Today’s episode is all about MCP - Model Context Protocol.Here are the main sources we’ve used:https://www.anthropic.com/news/model-context-protocolhttps://a16z.com/a-deep-dive-into-mcp-and-the-future-of-ai-tooling/https://huggingface.co/blog/Kseniase/mcphttps://modelcontextprotocol.io/What is MCP?The Model Context Protocol (MCP) is an open protocol that standardizes how applications provide context to Large Language Models (LLMs). It is designed to address the problem of fragmented and inefficient

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19:57

"Dopamine Nation" by Anna Lembke

Swetlana AI Podcast ·

2025/09/10

"Dopamine Nation: Finding Balance in the Age of Indulgence" by Dr. Anna Lembke explores the relationship between pleasure and pain and how to find a delicate balance between the two in our modern world of overwhelming abundance.The central argument of the book is that unprecedented access to high-reward, high-dopamine stimuli such as drugs, food, news, gambling, shopping, gaming, texting, sexting, and social media has made individuals vulnerable to compulsive overconsumption. Lembke uses the

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14:27

GRPO | Group Relative Policy Optimization

Swetlana AI Podcast ·

2025/09/10

In episode 114 we've been discussing DeepSeek's R1 model, which uses GRPO:https://youtu.be/D0w44TGNsUsSo, what is GRPO?GRPO stands for Group Relative Policy Optimization.It is a reinforcement learning (RL) algorithm developed by the creators of the DeepSeek reasoning model R1. GRPO is designed to enhance the reasoning capabilities of AI models. It was first introduced in the DeepSeekMath paper and was also used in the post-training of DeepSeek-R1. Hosted on Acast. See acast.com/privacy for more

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15:12

Brain-Computer Interfaces (BCI)

Swetlana AI Podcast ·

2025/09/10

Today we're talking about ways to connect the brain to a computer.Our sources:https://builtin.com/hardware/brain-computer-interface-bcihttps://www.gao.gov/products/gao-22-106118https://pmc.ncbi.nlm.nih.gov/articles/PMC3497935/The provided sources discussBrain-Computer Interfaces (BCIs), which are systems thattranslate brain signals into commandsfor external devices, bypassing traditional neuromuscular pathways. They explain thedefinition and core componentsof BCIs, including signal acquisition,

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13:26

Tracing LLM Thoughts | "AI Biology"

Swetlana AI Podcast ·

2025/09/10

Anthropic's research (https://www.anthropic.com/research/tracing-thoughts-language-model) explores the inner workings of large language models like Claude, employing novel "AI microscope" techniques to understand their problem-solving strategies. Their investigations reveal surprising insights into how these models process language across multiple tongues with a seemingly universal "language of thought," plan future text such as rhymes, and sometimes fabricate reasoning despite appearing logical. By

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22:00

"The Age of Surveillance Capitalism" by Shoshana Zuboff

Swetlana AI Podcast ·

2025/09/10

"The Age of Surveillance Capitalism" by Shoshana Zuboff exploressurveillance capitalism, a modern economic system thatmonetizes human experience and behaviorthrough extensive data collection. The author distinguishes surveillance capitalism from traditional capitalism, emphasizing its unique methods ofextracting behavioral data for profit, often without explicit user consent or full awareness. This system is shown to leveragedigital technologies and machine intelligenceto create "Big Other," a

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21:53

Principled Negotiation

Swetlana AI Podcast ·

2025/09/10

Let's discuss principled negotiation, a method developed at Harvard emphasizing wise, efficient, and relationship-improving agreements. This approach contrasts with positional bargaining by urging negotiators to separate people from the problem, focus on underlying interests rather than stated positions, invent options for mutual gain, and insist on objective criteria. Our materials (e.g. https://www.pon.harvard.edu/daily/negotiation-skills-daily/principled-negotiation-focus-interests-create-value/)

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16:32

"The Shock Doctrine" by Naomi Klein

Swetlana AI Podcast ·

2025/09/10

"The Shock Doctrine" by Naomi Klein examines "disaster capitalism," a concept wherecatastrophic events are exploited to implement radical free-market policies. It highlights howeconomic "shock therapy,"advocated by figures like Milton Friedman, has been imposed globally, often with the backing of powerful nations and institutions, leading towidespread privatization, deregulation, and cuts to social spending.The sources detail instances from Chile and Argentina in the 1970s, to post-Soviet Russia,

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13:29

Quantum Sociology

Swetlana AI Podcast ·

2025/09/10

Here comes a crazy research paper.Our source: https://arxiv.org/pdf/2506.03503This document explores anovel computational frameworkthat integrates quantum mechanics with Generative AI to model theemergence and evolution of social norms. The study draws conceptual parallels betweenquantum computing principles(superposition, entanglement, probabilistic measurement) andsocial behavior, treating society as a dynamic, uncertain system. It proposes and simulatesideal-type experimentsusing generative

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13:07

AI Teaching Is Highly Effective | Use Case

Swetlana AI Podcast ·

2025/09/10

Alpha School promotes a unique educational model centered around AI-powered personalized learning, allowing students to complete academics in roughly two hours daily. What does it say about the role of artificial intelligence in education?This approach enables students to learn at their own pace and master concepts effectively, potentially achieving academic progress faster than in traditional settings. Watch Alpha School's video here:https://www.youtube.com/watch?v=ENdAWT6N0V4The school emphasizes

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18:46

"Abundance" by Ezra Klein & Derek Thompson

Swetlana AI Podcast ·

2025/09/10

"Abundance" by Ezra Klein and Derek Thompson critiques the barriers hindering progress in the U.S., particularly within liberal governance. The book argues that well-intentioned regulations and entrenched interests often stifle development in areas like housing, infrastructure, and climate change. Several sources offer reviews and analyses of Abundance's thesis, with some praising its vision for a "liberalism that builds" and others expressing concerns about its potential for deregulation and

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19:18

Linear Regression & Machine Learning

Swetlana AI Podcast ·

2025/09/10

Let's talk about linear regression, a fundamental supervised machine learning technique used for modeling the relationship between a dependent variable and one or more independent variables by fitting a linear equation to observed data for prediction and analysis. We'll cover types, assumptions, implementation details like cost functions and gradient descent, evaluation metrics, regularization techniques, a Python implementation, and applications across various fields, along with its advantages and

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25:05

Meritocracy

Swetlana AI Podcast ·

2025/09/10

In this podcast episode we're talking about meritocracy.We will explore the multifaceted concept of meritocracy, examining its historical roots, diverse interpretations, and philosophical underpinnings. The Stanford Encyclopedia of Philosophy entry offers a comprehensive academic analysis, tracing the history of meritocratic ideas from ancient Confucianism and Greek philosophy to modern political thought, while also dissecting conceptual issues like the definition of merit and its relation to desert

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20:45

Prompt Engineering Guide by Google

Swetlana AI Podcast ·

2025/09/10

This whitepaper introducesprompt engineering, defining it as the process of crafting effective inputs to guide large language models (LLMs) in generating accurate outputs. It explores variousprompting techniques, such aszero-shot,one-shot, andfew-shot prompting, which involve providing no, one, or multiple examples to the model. The document also distinguishes betweensystem,contextual, androle prompting, highlighting how each sets the model's overall purpose, provides task-specific details, or

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11:53

Swetlana AI Is Offering AI Consultation

Swetlana AI Podcast ·

2025/09/10

Need help with AI? Book a consultation here: https://swetlanaai.gumroad.com/l/ai-consultationOr contact me here:https://swetlanaai.com/contact/Whether AI for teachers, AI for business or AI for images/writing/music/videos, I’ve done it all (and even wrote books about it). I can offer you a personalized AI tutorial for beginners, intermediate users, and anything in between. All in all I can show you things like:- how to use ai for marketing- how to use ai for SEO- how to use ai for business- how to

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