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Web Scraping APIFeaturesInfrastructure FeaturesPlatformsTravel APIsReal Estate APIsPricing
Platforms
Google SearchGoogle TrendsBingBraveGoogle MapsDatasetsGeocodingJustWatchAirbnbTripAdvisorZillowCoinGeckoYahoo FinanceGoogle FinanceAmazon
Developers
DocsGetting StartedAuthenticationAPI ExamplesRecipesShowcasesBlogChangelogPlaygroundSDKsIntegrationsMCPGitHub
Use cases
SERP MonitoringGoogle Maps LeadsTravel & Hospitality ResearchProperty Market IntelligenceApp Review AnalysisReview & Reputation MonitoringTikTok Trend IntelligenceYouTube Creator IntelligenceAmazon Product MonitoringMusic Catalog / Playlist IntelligencePodcast & Audio IntelligenceCrypto Market ResearchFinance Market DataAI Agent Web Data
Legal
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YouTube video intelligence showcase

Geoffrey Hinton on AI career advice, superintelligence, and the risks that keep him warning the world

Geoffrey Hinton reflects on his role in building neural-network-based AI and warns that the technology’s biggest danger may be superintelligent systems that humans can no longer control. He also discusses regulation, military exemptions, and why AI is unlikely to stop advancing because it is useful across so many industries.

The Diary Of A CEOThe origins of the “Godfather of AI”AI safety and existential riskRegulation and military use of AI1 hr 30 minJun 16, 20256 comment sample
Transcript API Comments API Source video

Build this with Crawlora

Video intelligence API workflow

Video ID
giT0ytynSqg
Available APIs
TranscriptCommentsMetadata
YouTube transcript API YouTube comments API YouTube video metadata API YouTube scraping API Creator intelligence workflow Pricing Source video
Open transcript in Playground Open comments in Playground Get API key

cURL

curl "https://api.crawlora.net/api/v1/youtube/transcript/giT0ytynSqg" \
  -H "x-api-key: $CRAWLORA_API_KEY"

Video summary

Geoffrey Hinton on the future of AI and why he says the risks are real

In this excerpt from The Diary Of A CEO, Geoffrey Hinton discusses why he earned the nickname “Godfather of AI,” how neural networks became central to modern machine learning, and why he left Google so he could speak freely about the dangers he sees ahead. He separates near-term misuse from the longer-term risk of superintelligent AI becoming beyond human control, arguing that the world still lacks a clear plan for dealing with systems smarter than us. The conversation also covers regulation, military use, and the tension between AI’s enormous benefits and its potential existential risks.

Why he became the “Godfather of AI”

Hinton explains why he backed neural networks for decades and how that work helped shape modern AI.

Two different kinds of AI risk

He says the biggest concerns are AI misuse in the short term and superintelligent systems becoming harder to control.

Why AI is unlikely to be stopped

The conversation touches on regulation, military exemptions, and why he believes AI will keep advancing because it is too useful to stop.

Career prospects in an AI-heavy future

Hinton offers blunt career advice for a world of super intelligence, suggesting some jobs may become more resilient than others.

Topics

The origins of the “Godfather of AI”

Hinton explains the history behind neural networks and why he spent decades pushing the approach that powers much of modern AI.

AI safety and existential risk

He warns about both short-term misuse and the longer-term possibility of AI becoming smarter than humans.

Regulation and military use of AI

The discussion explores why governments may regulate companies but struggle to regulate themselves, especially around military AI.

Audience comments snapshot

Audience comments summary

Comments focus on anxiety about AI’s future, with many viewers echoing concerns about superintelligence, control, and whether the technology should advance without stronger moral or regulatory guardrails. A smaller set of comments highlight the podcast format itself and reference memorable cautionary quotes about humanity pushing ahead without asking whether it should.

Sampled comments
6
Visible likes
54907
Public replies
1642

Comment themes

AI risk and loss of control

The dominant theme is anxiety about AI accelerating beyond human control, with commenters treating the topic as urgent and potentially existential.

Ethics before capability

A recurring theme is the tension between technical progress and ethical responsibility, with viewers emphasizing the need to question whether something should be built just because it can be.

Serious reflective tone

The comments also show the episode resonated as a serious, reflective conversation rather than a typical tech discussion, with people responding through quotes, jokes, and warnings.

Audience signals

Widespread concern about AI’s impact

Many commenters react with fear or pessimism about where AI could lead, joking that people may need to rethink ordinary career plans or even retreat to low-tech survival skills.

Moral caution over innovation

Several comments frame the discussion as a warning about humans creating powerful technology before considering the ethical consequences.

Pop-culture analogies to hubris

Viewers draw parallels to familiar cultural warnings, especially Jurassic Park and Oppenheimer, to express the idea that capability is outrunning judgment.

Perceived calm versus audience worry

One comment implies the speaker’s calmness comes from age and life experience, contrasting it with the uncertainty younger people feel.

Representative public comments

@TheDiaryOfACEO2025-07-04

Question - do you like these types of convos? If so please hit the like button on the vid - that’s the best way to let us know ❤ (also, would be doing me a big favour if you could subscribe & join our community 🙏🏾🥲) I appreciate you - SB!

5300 likes439 replies
@AleQuag2025-07-04

Dude is so calm 'cause he's at the end of his life but most of us are really screwed

11000 likes295 replies
@jamalparkinson68272025-07-04

2010s: Learn to code 2020s: Learn to weld 2030s: Learn to survive in the woods

20000 likes596 replies
@MarsMellow842025-07-04

I'll always think of the quote from Jurassic Park. " You spent so much time seeing if you could, you never stopped to think if you should ."

11000 likes144 replies
@arjunataylor2026-04-30

It’s reminds me of Oppenheimers quote “knowledge cannot be pursued without morality.”

107 likes8 replies
@tomd18372025-07-04

I feel like turning off all power to my house and reading a book by candle light.

7500 likes160 replies
Build with YouTube comments data

Use Crawlora's YouTube comments API with the video and transcript endpoints to collect viewer language, thread activity, and audience signals.

Comments API docs Playground
Build this workflow
1Fetch video metadata

Start with the video endpoint to capture ID, channel, publish date, duration, and source context.

2Fetch transcript

Pull timestamped transcript data for summarization, search, citation, and RAG preparation.

3Fetch public comments

Collect visible audience comments to identify themes, objections, questions, and engagement signals.

4Store, analyze, report

Persist structured JSON, run analysis, and publish dashboards, alerts, or research reports.

Public transcript excerpt

Transcript

Timestamped public transcript passages group captions into readable sections, making the video easier to scan, cite, and summarize.

Public excerpt
10:45

So, governments are willing to regulate regulate companies and people, but they're not willing to regulate themselves. It seems pretty crazy to me that they I go back and forth, but if Europe has a regulation, but the rest of the world doesn't, Yeah, it puts them at a

Build with YouTube transcript data

Use Crawlora's YouTube transcript API to fetch fresh timestamped transcript data for your own server-side workflows.

API docs Sign in

Related showcases

More structured YouTube examples

The Diary Of A CEO

Scott Galloway on AI Hype, Jobs, and Who Benefits Most

Scott Galloway argues that AI’s reputation has worsened quickly, with fear around job losses and social disruption often serving as marketing for massive valuations and investment. He says the technology appears to benefit wealthier people most, while many workers mainly see rising costs and uncertainty. The discussion weighs whether AI will destroy jobs or ultimately create more, pointing to data on employment, hiring changes, and the possibility of severe disruption in certain roles.

AI hype versus realityWho AI benefits most
The Diary Of A CEO

The Global Politics Expert: The Real Global Danger is What Comes Next!

A geopolitical conversation about the biggest risks shaping the world right now, from U.S. political instability and China’s long-term strategy to AI and the possibility of a more hopeful future.

U.S. political risk and uncertaintyChina, supply chains, and long-term strategy
The Diary Of A CEO

AI Whistleblower: We Are Being Gaslit By AI Companies, They’re Hiding The Truth! - Karen Hao

Karen Hao explains how her reporting on AI and OpenAI led her to examine the industry’s shifting definitions, public messaging, and real-world harms, from labor and creator exploitation to environmental and regulatory concerns.

How the reporting journey beganThe origins of AI and AGI

Build this with Crawlora

Video intelligence API workflow

Video ID
giT0ytynSqg
Available APIs
TranscriptCommentsMetadata
YouTube transcript API YouTube comments API YouTube video metadata API YouTube scraping API Creator intelligence workflow Pricing Source video
Open transcript in Playground Open comments in Playground Get API key

cURL

curl "https://api.crawlora.net/api/v1/youtube/transcript/giT0ytynSqg" \
  -H "x-api-key: $CRAWLORA_API_KEY"