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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
TermsPrivacy

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YouTube video intelligence showcase

Bernie Sanders Says Stop All AI, China's Breakthrough, Inflation Down, Golden Age in 2026?

The All-In Podcast panel reacts to Bernie Sanders’ call to stop new AI data centers, then argues over whether slowing U.S. AI development would protect workers or hand advantage to China. The conversation also examines AI fear, job loss concerns, wealth concentration, and how the industry might better share its gains with the public.

All-In PodcastBernie Sanders and AI regulationAI race with ChinaJobs, kids, and AI risks1 hr 30 minDec 19, 20256 comment sample
Transcript API Comments API Source video

Build this with Crawlora

Video intelligence API workflow

Video ID
GIW1yU9zHW8
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/GIW1yU9zHW8" \
  -H "x-api-key: $CRAWLORA_API_KEY"

Video summary

All-In Podcast discusses Bernie Sanders, AI moratoriums, China, and the politics of progress

In this All-In Podcast episode, the hosts break down Bernie Sanders’ call for a moratorium on new AI data centers and use it as a springboard into a broader argument about innovation, national competitiveness, and public fear around AI. The discussion covers job displacement concerns, the role of China in the AI race, and whether the industry is failing to explain who benefits from new technology.

Bernie’s AI moratorium proposal

The panel reacts to Bernie Sanders calling for a moratorium on new AI data centers and frames the debate around jobs, social impact, and innovation.

AI competition with China

Hosts argue over whether slowing AI would protect workers or simply hand leadership to China.

Why AI feels controversial

The conversation explores a bigger public-relations problem: fear of job loss, wealth concentration, and who benefits from AI.

How past industrial leaders handled backlash

The panel looks to historical industrial-era examples like Carnegie, Rockefeller, and Ford for lessons on sharing gains from technological change.

Topics

Bernie Sanders and AI regulation

Bernie Sanders’ proposed moratorium on new AI data centers and the arguments behind it.

AI race with China

Why the hosts say the U.S. cannot afford to slow AI development while China continues advancing.

Jobs, kids, and AI risks

Concerns about unemployment, kids, social media comparisons, and the social effects of AI chat tools.

Audience comments snapshot

What viewers are saying

Comments highlight appreciation for the panel’s back-and-forth on AI, with several viewers noting a preference for the calmer, more analytical voices on the show. Others connect the discussion to real-world job displacement, while some simply enjoy the lighter recurring banter that shows up between heavier topics.

Sampled comments
6
Visible likes
55
Public replies
0

Comment themes

AI debate drives engagement

The audience is responding strongly to the tension between AI optimism, job loss fears, and policy pushback.

Listeners want balance and challenge

Viewers seem to value nuanced, cross-checked discussion more than one-sided takes.

Policy talk meets practical anxiety

Some commenters are linking the podcast’s abstract AI discussion to workplace changes they are already seeing.

Audience signals

AI job displacement feels real

A viewer working in tech says their company has already laid off some customer-facing agents and is using AI to reduce more jobs.

Friedberg seen as the steady voice

One commenter says Friedberg is the only cool head and knowledgeable person on the pod.

Value in open debate

Several comments appreciate when the hosts challenge each other, especially across political lines.

Recurring show banter lands well

A lighter thread in the comments jokes about the show’s relocation and praises the dog conversations.

Representative public comments

@myvideo2342025-12-31

I think Friedberg is the only cool head and knowledgeable person in the pod!

13 likes0 replies
@kylee50332025-12-31

FWIW - I’m in tech, and our national company has laid off smaller segments of our operational agents that interacted with customers on texting platforms. Goals are to reduce more jobs via AI. Many have been repositioned within the company, but some displaced as well.

13 likes0 replies
@MrMark2812025-12-31

Guess it's changing to the All in Texas podcast! Welcome boys!

9 likes0 replies
@antisbr2025-12-31

Appreciate when you guys challenge each other. Lean right here but appreciate JCal and Sacks getting at it.

6 likes0 replies
@slwleyland2025-12-31

57 year old women who has a terribly needy cat yet is allergic to both cats and dogs and enjoys your podcast. I happened upon your show a number of months ago and I’m grateful for your discussions. Keep trying to tell my 24 year old son to listen since he’s in his masters degree program for business analytics with AI.

4 likes0 replies
@bblauser1062025-12-31

The dog conversations are the best!!!

10 likes0 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
2:35

quote, democracy can catch up, and that Congress should put a moratorium on new data centers. That's his solution. He got roasted, obviously, on social media for this. It's the most absurd, I think, solution to, you know, what are valid concerns. Friend of the pod, Ro Khanna,

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

All-In Podcast

SpaceX’s $2T Case, Nvidia’s Shock Selloff, America Turns on AI, Trump Pulls AI Order, Bond Crisis?

All-In explores Andrej Karpathy joining Anthropic, recursive self-improvement, and whether AI is entering a new phase of faster progress and real-world utility.

Andrej Karpathy joins AnthropicRecursive self-improvement
All-In Podcast

Trump-Xi Summit, Benioff, OpenAI vs Apple, Multi-Sensory AI, El Niño | All-In Podcast

All-In Podcast episode 273 focuses on the Trump-Xi summit, U.S.-China trade, and the strategic role of CEOs like Marc Benioff in economic diplomacy. The hosts also reference OpenAI vs Apple, multi-sensory AI, and El Niño, while commenters praised Benioff’s perspective and the episode’s wide-ranging business discussion.

Trump-Xi summit and U.S.-China strategyMarc Benioff and China business ties
All-In Podcast

Elon’s Anthropic Deal, The Next AI Monopoly?, “FDA for AI” Panic, Trading the AI Boom

All-In Podcast breaks down Elon’s compute move, Anthropic’s supply constraints, and the evolving race to build the next AI infrastructure giant.

Elon and AnthropicCompute and power constraints

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Video intelligence API workflow

Video ID
GIW1yU9zHW8
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/GIW1yU9zHW8" \
  -H "x-api-key: $CRAWLORA_API_KEY"