The Prompt

Barry Winata
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Jun 18, 2025 • 38min

How to use NotebookLM and Gemini as your Personal Research Assistant - Wyndo | Practical AI

SUBSCRIBE TO THE NEWSLETTER: https://beesletter.substack.com/ – get the full episode show notes and transcript straight to your inbox. Plus, every week, get the latest curated technology insights and news, breaking down the technical world for the non-technical alongside deep dives, essays, and podcasts to make you a better builder and thinker in this new age of tech. –In today’s episode, I’m joined by Wyndo Mitra, author of the AI Maker blog. In today’s episode, we’re going to show you how to harness these tools to build your very own research assistant! We’ll dive into using NotebookLM, integrating it with Google Gemini to create stunning visuals, and actually using it for targeted research to boost your productivity and create high-quality outputs. You can listen/watch the episode on: → Spotify: → Apple: → YouTube: What to Expect:→ How to use and combine NotebookLM (NLM) and Google Gemini as a research assistant→ How to add and manage different types of sources (articles, YouTube videos, PDFs) in NLM→ Techniques for summarizing, extracting insights, and organizing information from multiple sources→ Using NLM’s podcast feature to generate and listen to custom audio summaries→ How to interact with AI-generated podcasts for personalized learning→ Methods for conducting competitor analysis and opportunity mapping using these tools→ Steps to visualize research findings and data using Gemini, including infographics and charts→ Tips for prompting Gemini to create specific types of visualizations→ How to use NLM’s Discover feature to find and segment relevant research sourcesThe Key Takeaways:→ Notebook LM and Google Gemini are powerful, underrated AI tools for research and productivity.→ Combining Notebook LM and Gemini allows you to build a custom research assistant without extra subscriptions.→ Notebook LM reduces hallucinations by only using information from sources you provide (articles, PDFs, YouTube, etc.).→ You can add multiple types of sources and extract insights, summaries, or tables from them.→ The podcast feature in Notebook LM lets you generate and listen to custom audio summaries, and even interact with the AI for personalized learning.→ Gemini is especially useful for visualizing data and research findings, such as creating infographics and charts from Notebook LM outputs.→ Prompting Gemini with specific requests can produce high-quality, presentation-ready visuals.→ The Discover feature in Notebook LM helps you find and segment relevant sources (PDFs, YouTube, forums) for focused research.Timestamps:(00:00) Intro(01:08) Why NotebookLM/Gemini is underrated(02:45) NotebookLM’s interface and benefits(04:08) Adding sources to NotebookLM(06:01) Using the chat feature to summarize/segment info(07:19) Generating an AI podcast from sources (and also join in)(12:02) Use case: Research and compare PM tools (14:01) Use case: create pros/cons analysis(17:26) Combining NotebookLM with Gemini to create visuals(21:06) Gemini: prompting for specific charts, infographics(24:47) NotebookLM’s NEW Discover feature(27:51) Use case: Demo Nvidia’s financials and visualizing data(31:08) Advantages of NLM and Gemini workflows(34:20) Final thoughts(37:25) OutroFollow Barry:Newsletter: https://beesletter.substack.com/ LinkedIn: https://www.linkedin.com/in/barrywinata/ X/Twitter: https://x.com/barrywinata Get Funded: metagrove.vc Follow Wyndo:LinkedIn: https://www.linkedin.com/in/wyndomitrabuwana/X/Twitter: https://x.com/wyndomb Newsletter: https://aimaker.substack.com/ AI Consulting: https://www.aiwithwyndo.com/ Deals, Discounts, and AffiliatesA curated list of products I’m using, designed for startups, founders, and operators:https://beesletter.substack.com/p/deals-discounts-and-affiliates (Full Disclaimer: A small part of revenue is derived from affiliate sales and commissions) 
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Jun 8, 2025 • 48min

How Non-Coders Can 10x Their Productivity with Cursor AI - Jake Handy | Practical AI

SUBSCRIBE TO THE NEWSLETTER: https://beesletter.substack.com/ – get the full episode show notes and transcript straight to your inbox. Plus, every week, get the latest curated technology insights and news, breaking down the technical world for the non-technical alongside deep dives, essays, and podcasts to make you a better builder and thinker in this new age of tech. –In today’s episode, I’m joined by Jake Handy (Handy AI) to show you how to use Cursor’s AI coding tool for non-coding work and to increase your productivity. Whether you're managing projects, organizing tasks, or streamlining workflows, we’ll show you how to leverage Cursor’s features to work smarter, not harder. This includes data analysis, document editing, and project management. Jake shares insights on navigating Cursor's interface, creating and managing data, and leveraging AI for productivity. You can also listen to the episode on: → Spotify: https://open.spotify.com/episode/7hC8ip6L5SfltNB6tRZ5uM?si=ef7def59ce1d4ad3→ Apple: https://podcasts.apple.com/us/podcast/the-prompt/id1535985414?i=1000712006976****************************What to Expect:****************************→ Brief overview of Cursor from a non-technical perspective→ Show a technical repo for and how it’s typically used from a coding perspective→ Why use it for non-coding work?→ Demo (of a non-coding workspace)→ How to create a workspace on top of an existing directory→ How to create a workspace from zero→ How to talk/brainstorm with your agent team→ How to act/create with your agent team****************************The Key Takeaways:****************************→ Cursor is designed to help non-technical users leverage AI tools effectively.→ Understanding the interface of Cursor is crucial for maximizing its potential.→ AI tools like Cursor can streamline data analysis and document management.→ Creating a structured directory for files enhances productivity with AI tools.→ Using AI for generating insights from data can save time and effort.→ Tagging files in Cursor allows for more efficient data management.→ The ability to interrupt and modify tasks in Cursor is a valuable feature.→ AI can analyze data across different file types, not just CSVs.→ Integrating third-party services with Cursor can enhance its functionality.→  The learning curve for using Cursor is manageable for non-engineers.****************************Timestamps:****************************(00:00) What to expect to learn for non-coders(01:39) The power of using Cursor AI for non-coding work(05:41) Brief overview of Cursor layout and navigation(11:05) Set up non-coding workspace from scratch(13:13) First Agent task: start creating and modifying data (24:20) Second Agent task: query and process data(27:42) Third Agent task: conduct additional research on data(37:54) MCP intro: Connecting to third-party services(42:25) Agent task: In-line document editing and analysis (47:20) Outro ****************************Follow Barry:****************************Newsletter: https://beesletter.substack.com/ LinkedIn: https://www.linkedin.com/in/barrywinata/X/Twitter: https://x.com/barrywinataGet Funded: https://metagrove.vc ****************************Follow Jake Handy:****************************Newsletter: https://handyai.substack.com/ LinkedIn: https://www.linkedin.com/in/jakehandy/ Website: https://jakehandy.com/  X/Twitter: @jakehandy****************************************Deals, Discounts, and Affiliates****************************************A curated list of products I’m using, designed for startups, founders, and operators:https://beesletter.substack.com/p/deals-discounts-and-affiliates (Full Disclaimer: A small part of revenue is derived from affiliate sales and commissions)
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Feb 26, 2025 • 14min

Why the Internet is Running Out of Energy. Understanding the AI Energy Crisis

The world is heading toward an energy crisis—fast. AI is pushing data centers to consume more power than entire countries, and our current energy grid isn’t built to handle it.We break down the growing energy demand fueled by AI, cloud computing, and big tech. Can renewables scale fast enough? Is nuclear—especially Small Modular Reactors (SMRs)—the answer? And could AI itself help optimize energy production?From massive data centers to next-gen power sources, we explore how the race for energy is reshaping our future.-------------------------------CONNECT WITH ME:--------------------------------About Me / Newsletter: https://barrywinata.kit.com/ YouTube: @barrywinata Podcast: https://www.youtube.com/@barrywinata/podcasts LinkedIn: https://www.linkedin.com/in/barrywinata/ X: https://x.com/barrywinata Spotify: https://open.spotify.com/show/4mOHdfP2mfE6Z939nm1TMS?si=0ceb0a78a9c5432d Apple Podcasts: https://podcasts.apple.com/us/podcast/the-prompt/id1535985414RSS: https://anchor.fm/s/fded4344/podcast/rss --------------------------------FOR FOUNDERS:--------------------------------Get your startup funded: https://metagrove.vc/ Technical Content Marketing: https://argonlabs.xyz/Hire Top Remote Talent: https://hirewithguild.com/ ---------------------------------ABOUT ME:---------------------------------Check out my website: https://barrywinata.kit.com/---------------------------------MY GEAR: (Note: These are affiliate links - thanks for supporting!)---------------------------------- Samson Q2U Podcasting Microphone: https://amzn.to/4hJ9hb6- GoPro Hero13: https://amzn.to/3CCDHg6#tech #ai #openai #nvidia #datacenter #energy #power #america #usa #china
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Feb 24, 2025 • 8min

Sovereign Wealth Funds, Explained. And Why The US Want to Build One of Its Own

Get up to 70% off NordVPN + 6 months free + risk-free with 30-day money-back guarantee! → https://go.nordvpn.net/aff_c?offer_id=15&aff_id=117062&url_id=902--In this video, we break down the concept of what is a sovereign wealth fund in simple, easy-to-understand language and figure out if it can solve the US debt crisis. We talk about:• What is a Sovereign Wealth Fund? - how governments use surplus funds—from natural resources, trade surpluses, or other revenues—to invest in stocks, bonds, real estate, and more, generating long-term wealth.• Global Examples: - We highlight successful models like Norway’s $1.7 trillion Oil Fund, China’s expansive sovereign funds, and key players in the Middle East, comparing their strategies to the proposed U.S. model.• Why Trump Wants a U.S. Fund: - the idea to tap into the nation’s vast government assets to invest in major projects (even TikTok!), boost national competitiveness, and potentially pay down debt—all while competing with global powers like China.• Benefits vs. Challenges: -how such a fund could stabilize the economy and drive strategic investments, as well as the significant hurdles—including funding issues, political interference, and management risks—that could derail its success.-------------------------------REFERENCES:--------------------------------US Debt Clock: https://www.usdebtclock.org/-------------------------------CONNECT WITH ME:--------------------------------About Me / Newsletter: https://barrywinata.kit.com/ YouTube: @barrywinata Podcast: https://www.youtube.com/@barrywinata/podcasts LinkedIn: https://www.linkedin.com/in/barrywinata/ X: https://x.com/barrywinata Spotify: https://open.spotify.com/show/4mOHdfP2mfE6Z939nm1TMS?si=0ceb0a78a9c5432d Apple Podcasts: https://podcasts.apple.com/us/podcast/the-prompt/id1535985414RSS: https://anchor.fm/s/fded4344/podcast/rss --------------------------------FOR FOUNDERS:--------------------------------Get your startup funded: https://metagrove.vc/ Technical Content Marketing: https://argonlabs.xyz/Hire Top Remote Talent: https://hirewithguild.com/ ---------------------------------ABOUT ME:---------------------------------Check out my website: https://barrywinata.kit.com/---------------------------------MY GEAR: (Note: These are affiliate links - thanks for supporting!)---------------------------------- Samson Q2U Podcasting Microphone: https://amzn.to/4hJ9hb6- GoPro Hero13: https://amzn.to/3CCDHg6#usa #america #trump #business #investing #tech #ai #politics
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Feb 7, 2025 • 10min

This one hit home hard! Why every startup founder should listen to this before starting a business

Many founders and entrepreneurs jump into huge markets with big ambitions—but without real experience, the odds are stacked against them. In today’s video, we explore the hidden dangers of ignoring domain expertise and reveal strategies to build smarter from the start-------------------------------REFERENCES:--------------------------------https://www.reddit.com/r/ycombinator/comments/1eyt6xj/why_are_you_working_in_a_space_with_0_domain/-------------------------------CONNECT WITH ME:--------------------------------About Me / Newsletter: https://barrywinata.kit.com/ YouTube:  @barrywinata Podcast: https://www.youtube.com/@barrywinata/podcasts  LinkedIn: https://www.linkedin.com/in/barrywinata/  X: https://x.com/barrywinata  Spotify: https://open.spotify.com/show/4mOHdfP2mfE6Z939nm1TMS?si=0ceb0a78a9c5432d Apple Podcasts: https://podcasts.apple.com/us/podcast/the-prompt/id1535985414RSS: https://anchor.fm/s/fded4344/podcast/rss --------------------------------FOR FOUNDERS:--------------------------------Get your startup funded: https://metagrove.vc/ Technical Content Marketing: https://argonlabs.xyz/Hire Top Remote Talent: https://hirewithguild.com/  ---------------------------------ABOUT ME:---------------------------------Check out my website: https://barrywinata.kit.com/#business #startups #tech #entrepreneur #ycombinator
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Feb 7, 2025 • 7min

Is AI Making the Internet Useless?

AI is changing everything—fast.  With 300M+ people using ChatGPT weekly, we’re all relying on AI more than ever. But are we seeing the AI hidden risks around all of this?I’m not talking about doomsday scenarios, but the ones right under our noses. In this video, I explore how:- AI knows more about you than you think.- The internet is becoming an AI feedback loop (and that’s a problem).- We’re getting too comfortable accepting AI’s answers without questioning them.- A few companies control AI knowledge—what does that mean for the future?-------------------------------CONNECT WITH ME:--------------------------------About Me / Newsletter: https://barrywinata.kit.com/ YouTube:  @barrywinata Podcast: https://www.youtube.com/@barrywinata/podcasts  LinkedIn: https://www.linkedin.com/in/barrywinata/  X: https://x.com/barrywinata  Spotify: https://open.spotify.com/show/4mOHdfP2mfE6Z939nm1TMS?si=0ceb0a78a9c5432d Apple Podcasts: https://podcasts.apple.com/us/podcast/the-prompt/id1535985414RSS: https://anchor.fm/s/fded4344/podcast/rss --------------------------------FOR FOUNDERS:--------------------------------Get your startup funded: https://metagrove.vc/ Technical Content Marketing: https://argonlabs.xyz/Hire Top Remote Talent: https://hirewithguild.com/  ---------------------------------ABOUT ME:---------------------------------Check out my website: https://barrywinata.kit.com/#openai #deepseek #ai #tech #ted #business #agi #tesla #technology #opensource
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Feb 2, 2025 • 10min

The story behind DeepSeek (plain and simple - no fluff!)

A breakdown on what's happening with DeepSeek and their latest AI developments and model; R1, and what this means for the likes of OpenAI, Meta, Google and others. This also includes how it will impact the Stargate Project announced under the Trump administration. ------------------------------- REFERENCES: ------------------------------- - https://www.high-flyer.cn/en/blog/hai-llm/ - https://chat.deepseek.com/sign_in - https://github.com/deepseek-ai/DeepSeek-LLM  ------------------------------- CONNECT WITH ME: -------------------------------- About Me / Newsletter: https://barrywinata.kit.com/  YouTube:  @barrywinata  Podcast: https://www.youtube.com/@barrywinata/podcasts   LinkedIn: https://www.linkedin.com/in/barrywinata/   X: https://x.com/barrywinata   Spotify: https://open.spotify.com/show/4mOHdfP2mfE6Z939nm1TMS?si=0ceb0a78a9c5432d  Apple Podcasts: https://podcasts.apple.com/us/podcast/the-prompt/id1535985414 RSS: https://anchor.fm/s/fded4344/podcast/rss  -------------------------------- FOR FOUNDERS: -------------------------------- Get your startup funded: https://metagrove.vc/  Hire Top Remote Talent: https://hirewithguild.com/   --------------------------------- ABOUT ME: --------------------------------- Check out my website: https://barrywinata.kit.com/ #ai #nvidia #openai #deepseek #tech #business
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Jan 26, 2025 • 7min

Project Stargate - Is this what AI Supremacy looks like?

What happens when AI becomes a national priority? Enter Project Stargate, a $500 billion initiative led by OpenAI, SoftBank, and Oracle to supercharge America’s AI infrastructure. This isn’t just about better tech—it’s about reshaping industries, creating jobs, and securing global dominance in the AI race. In this video, we’ll explore: - How Project Stargate compares to the Apollo Program and Manhattan Project. - Why Meta and other tech giants are betting big on AI. - The critical role U.S. universities are playing with new AI degrees. - What this means for the future of technology and society. ------------------------------- CONNECT WITH ME: -------------------------------- About Me / Newsletter: https://barrywinata.kit.com/  YouTube:  @barrywinata  Podcast: https://www.youtube.com/@barrywinata/podcasts   LinkedIn: https://www.linkedin.com/in/barrywinata/   X: https://x.com/barrywinata   Spotify: https://open.spotify.com/show/4mOHdfP2mfE6Z939nm1TMS?si=0ceb0a78a9c5432d  Apple Podcasts: https://podcasts.apple.com/us/podcast/the-prompt/id1535985414 RSS: https://anchor.fm/s/fded4344/podcast/rss  -------------------------------- FOR FOUNDERS: -------------------------------- Get your startup funded: https://metagrove.vc/  Hire Top Remote Talent: https://hirewithguild.com/   --------------------------------- ABOUT ME: --------------------------------- Check out my website: https://barrywinata.kit.com/ #ai #usa #america #trump #openai #elonmusk #agi #business #technology #tech
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Jan 23, 2025 • 14min

Why Meta is Building an AI Software Engineer

Meta and Mark Zuckerberg is working on AI software agents designed to handle mid-level software engineering tasks, potentially transforming how code is written, reviewed, and deployed. But what does this mean for developers and the future of software engineering? In this video, we dive deep into: 00:00 Intro 01:28 The big problem with Meta 03:29 Product development using AI 07:02 AI Agents 08:50 AI gains 09:49 What happens to software engineers 11:43 The future of software engineering and coding 12:43 The risks of bad AI -- - The reason why Meta is doubling down on AI software agents - Why companies like Meta are investing heavily in AI for coding. - How AI is reshaping the software development landscape. - What this means for engineers at all levels—and how they can adapt. ------------------------------- CONNECT WITH ME: -------------------------------- About Me / Newsletter: https://barrywinata.kit.com/ YouTube: @barrywinata Podcast: https://www.youtube.com/@barrywinata/podcasts LinkedIn: https://www.linkedin.com/in/barrywinata/ X: https://x.com/barrywinata Spotify: https://open.spotify.com/show/4mOHdfP2mfE6Z939nm1TMS?si=0ceb0a78a9c5432d Apple Podcasts: https://podcasts.apple.com/us/podcast/the-prompt/id1535985414RSS: https://anchor.fm/s/fded4344/podcast/rss -------------------------------- FOR FOUNDERS: -------------------------------- Get your startup funded: https://metagrove.vc/ Hire Top Remote Talent: https://hirewithguild.com/ --------------------------------- ABOUT ME: --------------------------------- Check out my website: https://barrywinata.kit.com/ #ai #meta #zuckerberg #openai #elonmusk #tech #business #facebook #instagram
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Jan 13, 2025 • 13min

The TikTok Ban Dilemma Simplified in 13 minutes | Musings #5

This video explores the story behind the origins of TikTok and how it got to be one of the hottest social media platforms in the world as well as understand what's going on behind the political turmoil surrounding its potential banning. ------------------------------- CONNECT WITH ME: -------------------------------- About Me / Newsletter: https://barrywinata.kit.com/ YouTube: @barrywinata Podcast: https://www.youtube.com/@barrywinata/podcasts LinkedIn: https://www.linkedin.com/in/barrywinata/ X: https://x.com/barrywinata Spotify: https://open.spotify.com/show/4mOHdfP2mfE6Z939nm1TMS?si=0ceb0a78a9c5432d Apple Podcasts: https://podcasts.apple.com/us/podcast/the-prompt/id1535985414 RSS: https://anchor.fm/s/fded4344/podcast/rss -------------------------------- FOR FOUNDERS: -------------------------------- Get your startup funded: https://metagrove.vc/ Hire Top Remote Talent: https://hirewithguild.com/ --------------------------------- ABOUT ME: --------------------------------- Check out my website: https://barrywinata.kit.com/ #ai #openai #agi #tesla #google #tech #tiktok #socialmedia #tech #trump #america #usa #facebook #instagram

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