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YouTube Video Intelligence Showcases

Explore real YouTube transcript, comments, metadata, topic, and summary examples powered by Crawlora's YouTube API.

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What these showcases demonstrate

Structured video intelligence from public YouTube pages

Transcript extraction

Timestamped public captions are grouped into readable excerpts for search, RAG, and review workflows.

Public comment intelligence

Representative comment samples and themes reveal audience language, questions, and objections.

Video metadata

Channel, publish date, duration, source URL, and video ID stay available for downstream joins.

AI-ready summaries

Structured summaries and topics turn long-form videos into compact research context.

Workflow links

Each example connects to transcript, comments, metadata, Playground, docs, and pricing paths.

Topic discovery

Cards expose topic and data badges so teams can scan examples by use case.

JSON preview

{
  "video_id": "78YN1e8UXdM",
  "title": "Yuval Noah Harari on AI, Democracy, and Why Algorithms May Shape the Future",
  "channel": "The Diary Of A CEO",
  "topics": [
    "Human weakness and algorithmic amplification",
    "Why AI is fundamentally different",
    "Democracy under pressure"
  ],
  "comment_themes": [
    "Control of information",
    "Manipulation and self-defeat",
    "Beyond AI to structural power"
  ],
  "transcript_excerpt": "but I think it's more accurate to think about it as an alien int intelligence"
}

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Showcase library

Showing 205-216 of 391 showcases on page 18

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The Diary Of A CEOAI Politics Podcasts BusinessHuman weakness and algorithmic amplificationWhy AI is fundamentally different

Yuval Noah Harari on AI, Democracy, and Why Algorithms May Shape the Future

In this conversation, Yuval Noah Harari warns that the real threat may not be AI alone, but how algorithms exploit human divisions. He explains why he sees AI as fundamentally different from past technologies, how it could influence decisions in banks, government, and everyday life, and why a fragile democracy can collapse when information systems push people toward fear and tribalism.

Published Sep 5, 20241 hr 54 min

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Theo VonPolitics PodcastsTour dates and episode introFamily and upbringing

Donald Trump | This Past Weekend w/ Theo Von #526

In this excerpt from This Past Weekend with Theo Von, Theo introduces Donald Trump and the two have a casual, wide-ranging conversation. They touch on family, Baron’s sports and school plans, Trump’s sons, UFC and boxing memories, Dana White, Dustin Poirier, and the role of social media platforms in shaping public communication.

Published Aug 20, 202457 min 32 sec

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Lex FridmanAI PodcastsNeuralink human trialsBrain-computer bandwidth

Elon Musk, Neuralink, and the Future of Humanity | Lex Fridman Podcast #438

In this wide-ranging Lex Fridman conversation with Elon Musk, DJ Seo, Matthew MacDougall, Bliss Chapman, and Nolan Arbaugh, the discussion centers on Neuralink’s early human results and what higher brain-computer bandwidth could mean for the future. They cover the first and second implants, signal quality, regulatory scaling, and the possibility of far faster communication between humans and computers. The excerpt also dives into broader questions about human cognition, compression of ideas, cyborg-like dependence on devices, and whether AI-human symbiosis could reshape what it means to be human.

Published Aug 2, 20248 hrs 37 min

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PowerfulJREPodcastsHubble vs. James WebbEngineering and Deployment

Neil deGrasse Tyson Breaks Down the James Webb Space Telescope

In this excerpt from Joe Rogan Experience #1904, Neil deGrasse Tyson walks through the James Webb Space Telescope’s design, deployment, and scientific purpose. He compares it with Hubble, explains the engineering challenges of launching a larger observatory, and describes how JWST is tuned to observe infrared light from the early universe and from within dusty star-forming regions.

Published Jun 27, 20242 hrs 52 min

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Dwarkesh PatelAI Politics Programming Podcasts+1 moreIndustrial-scale AIGeopolitical AI race

Leopold Aschenbrenner on 2027 AGI, the US–China superintelligence race, and the return of history

In this Dwarkesh Patel conversation, Leopold Aschenbrenner lays out a high-stakes view of AI progress: gigantic training clusters, escalating capital spending, and the strategic race between the US and China. The discussion connects technical scaling trends with questions about labor, inference, energy, and what AGI could mean for liberal democracy and the world order.

Published Jun 4, 20244 hrs 32 min

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Lex FridmanAI PodcastsX-risk, S-risk, and I-riskUnpredictability of superintelligence

Roman Yampolskiy on the Dangers of Superintelligent AI

In this Lex Fridman conversation, Roman Yampolskiy discusses why he sees superintelligent AI as a severe long-term threat to humanity. The excerpt covers his concerns about existential destruction, widespread suffering, and a world where humans remain alive but lose control, purpose, and decision-making power. It also explores his ideas about value alignment, technological unemployment, and the possibility of individualized virtual worlds as a way to reduce conflict over competing human values.

Published Jun 2, 20242 hrs 15 min

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60 MinutesPodcasts Documentaries Politics Creator EconomyQuantum computingQuantum research race

Future Technology | 60 Minutes Marathon

This 60 Minutes marathon excerpt focuses on future technology, beginning with quantum computing and its potential to solve problems far beyond the reach of today’s supercomputers. The passage also points to real-world research efforts at IBM, Google, and Cleveland Clinic, while viewer comments praise the episode’s depth and informative style.

Published May 26, 20244 hrs 45 min

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Jenny NicholsonCreator EconomyGalactic Star Cruiser ConceptMarketing and Announcement

The Spectacular Failure of the Star Wars Hotel

Jenny Nicholson examines the rise and collapse of Disney's Star Wars hotel, from its all-inclusive immersive pitch to the marketing that surrounded it and the reasons it became a short-lived experiment. The video functions as a deep dive, review, and archival look at what the Galactic Star Cruiser was meant to be and why it failed.

Published May 18, 20244 hrs 5 min

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Dwarkesh PatelAI Programming PodcastsPre-training and post-trainingLong-horizon tasks

John Schulman on Reasoning, RLHF, and the Road to AGI

In this Dwarkesh Patel interview, OpenAI cofounder John Schulman discusses reasoning, RLHF-style post-training, and what it may take for models to handle longer, more complex tasks. The conversation covers coding agents, generalization, bottlenecks, and possible paths toward more capable AI systems.

Published May 15, 20241 hr 35 min

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Summoning SaltCreator EconomyScoring and TetrisesLevels and speed

The History of Tetris World Records

This Summoning Salt video traces the history of NES Tetris world records, from the game’s rise on the Nintendo Entertainment System to the race for maxouts, true scores, and ever-earlier breakthroughs. It explains the scoring system, the level 29 kill screen, and the players who turned a classic puzzle game into one of gaming’s most closely watched record chases.

Published May 13, 20241 hr 53 min

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Ali SiddiqCounty jail intakeLockup folklore

DOMINO EFFECT part 3: FIRST DAY OF SCHOOL [90 minute Stand Up Comedy Special] by Ali Siddiq

In this excerpt from Ali Siddiq’s stand-up special, a first day in county jail becomes a fast-moving story about fear, rumors, and accidental comedy. The comments reflect strong appreciation for Siddiq’s vivid storytelling and his ability to turn difficult experiences into memorable material.

Published May 12, 20241 hr 17 min

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PowerfulJREPolitics PodcastsProject Aqua / Kona BlueUAP reality and government response

Joe Rogan Experience #2138 - Tucker Carlson: UAPs, secrecy, and the question of what they are

In this excerpt from Joe Rogan Experience #2138 with Tucker Carlson, the discussion focuses on alleged U.S. government UAP documentation, secrecy around the topic, and what the phenomenon might actually be. The speakers talk about medical and injury-related language in the document, claims of government concealment, and the idea that the objects are real but not understood. Carlson also explains how his views changed after revisiting claims of official deception, leading him to consider a darker, spiritual or supernatural explanation rather than an extraterrestrial one.

Published Apr 18, 20243 hrs 7 min

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