{"generated_at": "2026-09-30T05:00:28.347656Z", "slug": "digital_disruption_with_geoff_nielson", "source_id": "src_digital_disruption_with_geoff_nielson", "name": "Digital Disruption with Geoff Nielson", "episode_count": 14, "avg_signal": 79.7, "median_signal": 79.3, "top_signal": 91.2, "latest_episode_at": "2026-09-14T11:00:00Z", "earliest_episode_at": "2026-06-15T11:00:00Z", "category_mode": "ai", "cover_image_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_episode/43039123/43039123-1789079991246-c5e5c26f8cfe6.jpg", "rank_score": 179.926, "episodes": [{"episode_id": "ep_digital_disruption_with_geoff_nielson_3f0624dc6a45", "episode_title": "There Is No AI Race. Inside the Trillion-Dollar Lie", "podcast_name": "Digital Disruption with Geoff Nielson", "podcast_slug": "digital_disruption_with_geoff_nielson", "source_id": "src_digital_disruption_with_geoff_nielson", "category": "ai", "publish_date": "2026-09-14T11:00:00Z", "overall_score": 74.7, "score_breakdown": {"clarity": 53.6, "originality": 44.8, "hype_penalty": 9.0, "actionability": 100.0, "technical_depth": 100.0, "information_density": 100.0}, "podcast_cover_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_episode/43039123/43039123-1789079991246-c5e5c26f8cfe6.jpg", "source_link": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/There-Is-No-AI-Race--Inside-the-Trillion-Dollar-Lie-e3oi77s", "audio_url": "https://anchor.fm/s/1012113ec/podcast/play/125426364/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-8-9%2F431488401-44100-2-968c355b8dcad.mp3", "listen_url": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/There-Is-No-AI-Race--Inside-the-Trillion-Dollar-Lie-e3oi77s", "verdict": "worth_your_time", "why_listen": "It goes beyond the title with direct discussion of know, think, like, including: The question really is, should they be worth one-tenth of what they're worth today?.", "summary": "I don't think you can argue with the fact that America has the best AI ecosystem in the world."}, {"episode_id": "ep_digital_disruption_with_geoff_nielson_e1c78e704c62", "episode_title": "The AI Bubble Isn't the Dot-Com Bubble. It's Worse", "podcast_name": "Digital Disruption with Geoff Nielson", "podcast_slug": "digital_disruption_with_geoff_nielson", "source_id": "src_digital_disruption_with_geoff_nielson", "category": "ai", "publish_date": "2026-09-07T11:00:00Z", "overall_score": 73.7, "score_breakdown": {"clarity": 58.8, "originality": 49.5, "hype_penalty": 12.0, "actionability": 100.0, "technical_depth": 100.0, "information_density": 100.0}, "podcast_cover_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_episode/43039123/43039123-1788394019314-de8434dd26af5.jpg", "source_link": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/The-AI-Bubble-Isnt-the-Dot-Com-Bubble--Its-Worse-e3o6ls1", "audio_url": "https://anchor.fm/s/1012113ec/podcast/play/125048129/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-8-1%2F430975141-44100-2-1b79fc04e8cc9.mp3", "listen_url": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/The-AI-Bubble-Isnt-the-Dot-Com-Bubble--Its-Worse-e3o6ls1", "verdict": "worth_your_time", "why_listen": "It goes beyond the title with direct discussion of know, sort, going, including: Certainly, there is too much capital chasing too many possibilities.", "summary": "Certainly, we are in some form of bubble. I'm Jeff Nielsen, and today we're diving into AI as an engine for business innovation."}, {"episode_id": "ep_digital_disruption_with_geoff_nielson_f04ceacb71f4", "episode_title": "AI Has Made Everything Worse | Hany Farid on the Internet's Truth Problem", "podcast_name": "Digital Disruption with Geoff Nielson", "podcast_slug": "digital_disruption_with_geoff_nielson", "source_id": "src_digital_disruption_with_geoff_nielson", "category": "ai", "publish_date": "2026-08-31T11:00:00Z", "overall_score": 65.8, "score_breakdown": {"clarity": 55.7, "originality": 43.1, "hype_penalty": 18.0, "actionability": 100.0, "technical_depth": 100.0, "information_density": 100.0}, "podcast_cover_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_episode/43039123/43039123-1787871296280-5ff94489a6e71.jpg", "source_link": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/AI-Has-Made-Everything-Worse--Hany-Farid-on-the-Internets-Truth-Problem-e3nu7kv", "audio_url": "https://anchor.fm/s/1012113ec/podcast/play/124771423/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-7-26%2F430591550-44100-2-dc1cb09d0a72a.mp3", "listen_url": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/AI-Has-Made-Everything-Worse--Hany-Farid-on-the-Internets-Truth-Problem-e3nu7kv", "verdict": "worth_your_time", "why_listen": "It goes beyond the title with direct discussion of it's, know, like, including: We talked to one company who I won't mention by name.", "summary": "We know that the North Koreans have penetrated Fortune 500. It's one of the largest employers in the world."}, {"episode_id": "ep_digital_disruption_with_geoff_nielson_3396c8de08b1", "episode_title": "How Google Lost Its Way | Former Google Insider Claire Stapleton", "podcast_name": "Digital Disruption with Geoff Nielson", "podcast_slug": "digital_disruption_with_geoff_nielson", "source_id": "src_digital_disruption_with_geoff_nielson", "category": "ai", "publish_date": "2026-08-24T11:00:00Z", "overall_score": 73.6, "score_breakdown": {"clarity": 78.1, "originality": 47.1, "hype_penalty": 5.1, "actionability": 100.0, "technical_depth": 68.5, "information_density": 79.6}, "podcast_cover_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_episode/43039123/43039123-1787248398059-4044f96e9715c.jpg", "source_link": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/How-Google-Lost-Its-Way--Former-Google-Insider-Claire-Stapleton-e3nk8hf", "audio_url": "https://anchor.fm/s/1012113ec/podcast/play/124444655/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-7-19%2F430145262-44100-2-dae955778786e.mp3", "listen_url": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/How-Google-Lost-Its-Way--Former-Google-Insider-Claire-Stapleton-e3nk8hf", "verdict": "worth_your_time", "why_listen": "It goes beyond the title with direct discussion of like, know, kind, including: And also I think that you see the shift in that language now today and the values because waves of layoffs, the threat of, you know, AI replacing jobs.", "summary": "In those early years, it was sort of like there's nothing we can't solve together and the bedrock of that is people. And also I think that you see the shift in that language now today and the values because waves of layoffs, the threat of, you know, AI replacing jobs."}, {"episode_id": "ep_digital_disruption_with_geoff_nielson_3e39e05dabfa", "episode_title": "The AI Gold Rush Is Out of Gold | Here's Where VCs Are Still Investing", "podcast_name": "Digital Disruption with Geoff Nielson", "podcast_slug": "digital_disruption_with_geoff_nielson", "source_id": "src_digital_disruption_with_geoff_nielson", "category": "ai", "publish_date": "2026-08-17T11:00:00Z", "overall_score": 91.2, "score_breakdown": {"clarity": 80.1, "originality": 55.9, "hype_penalty": 0.0, "actionability": 100.0, "technical_depth": 100.0, "information_density": 100.0}, "podcast_cover_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_episode/43039123/43039123-1786646740029-ffcabc30d692a.jpg", "source_link": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/The-AI-Gold-Rush-Is-Out-of-Gold--Heres-Where-VCs-Are-Still-Investing-e3ncar5", "audio_url": "https://anchor.fm/s/1012113ec/podcast/play/124184869/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-7-13%2F429791300-44100-2-735b4f631ec67.mp3", "listen_url": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/The-AI-Gold-Rush-Is-Out-of-Gold--Heres-Where-VCs-Are-Still-Investing-e3ncar5", "verdict": "worth_your_time", "why_listen": "It goes beyond the title with direct discussion of right, these, know, including: So where the dust settles is to be seen.", "summary": "I think the economics of it is not very clear at this point. As the power acquisition stalls, as the many states in the US and other countries globally push back on these mega projects to deploy data centers, hyperscalers will push out these $200 billion CAPEX cycles out versus deploying all of that money each year."}, {"episode_id": "ep_digital_disruption_with_geoff_nielson_ba53ef41753c", "episode_title": "Robin Hanson: AI is probably the End of Humanity (and why that's OK)", "podcast_name": "Digital Disruption with Geoff Nielson", "podcast_slug": "digital_disruption_with_geoff_nielson", "source_id": "src_digital_disruption_with_geoff_nielson", "category": "ai", "publish_date": "2026-08-10T11:00:00Z", "overall_score": 82.7, "score_breakdown": {"clarity": 79.4, "originality": 59.2, "hype_penalty": 9.0, "actionability": 100.0, "technical_depth": 100.0, "information_density": 100.0}, "podcast_cover_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_episode/43039123/43039123-1786366230631-c76f241e34883.jpg", "source_link": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/Robin-Hanson-AI-is-probably-the-End-of-Humanity-and-why-thats-OK-e3moeu7", "audio_url": "https://anchor.fm/s/1012113ec/podcast/play/123533703/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-6-30%2F428904990-44100-2-e4bca63cb3de6.mp3", "listen_url": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/Robin-Hanson-AI-is-probably-the-End-of-Humanity-and-why-thats-OK-e3moeu7", "verdict": "worth_your_time", "why_listen": "It goes beyond the title with direct discussion of know, that's, like, including: And that seems a pretty robust prediction for the future because that's what's happened in the past you know.", "summary": "AIs would eventually be more capable than non-AIs and they would therefore kind of run the world and they would dominate what happened in the world and then the rest of the world would be at their mercy. And that seems a pretty robust prediction for the future because that's what's happened in the past you know."}, {"episode_id": "ep_digital_disruption_with_geoff_nielson_2d89048d7925", "episode_title": "AI CEOs Are Lying About the Future of Work. Here's What's Really Coming", "podcast_name": "Digital Disruption with Geoff Nielson", "podcast_slug": "digital_disruption_with_geoff_nielson", "source_id": "src_digital_disruption_with_geoff_nielson", "category": "ai", "publish_date": "2026-08-03T11:00:00Z", "overall_score": 88.4, "score_breakdown": {"clarity": 79.7, "originality": 57.4, "hype_penalty": 3.0, "actionability": 100.0, "technical_depth": 100.0, "information_density": 100.0}, "podcast_cover_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_episode/43039123/43039123-1785267056612-3bc8e506485b3.jpg", "source_link": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/AI-CEOs-Are-Lying-About-the-Future-of-Work--Heres-Whats-Really-Coming-e3mlgj4", "audio_url": "https://anchor.fm/s/1012113ec/podcast/play/123437092/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-6-28%2F428788316-44100-2-2878c7ba6ad74.mp3", "listen_url": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/AI-CEOs-Are-Lying-About-the-Future-of-Work--Heres-Whats-Really-Coming-e3mlgj4", "verdict": "worth_your_time", "why_listen": "It goes beyond the title with direct discussion of know, like, kind, including: In fact, I started to hear people who said precisely the opposite seemed to be happening, that they were somehow being kind of crunched now into systems that were paced by machines.", "summary": "I met very few people that had completely lost their jobs because of AI or robotics, but nor were some of these people saying that they felt that they'd been freed up from the boring or the monotonous parts in order to spend more time on the fun, creative, human, relational parts. In fact, I started to hear people who said precisely the opposite seemed to be happening, that they were somehow being kind of crunched no"}, {"episode_id": "ep_digital_disruption_with_geoff_nielson_51d618bc3628", "episode_title": "The Government AI Playbook That's Saving $2M a Week", "podcast_name": "Digital Disruption with Geoff Nielson", "podcast_slug": "digital_disruption_with_geoff_nielson", "source_id": "src_digital_disruption_with_geoff_nielson", "category": "ai", "publish_date": "2026-07-27T11:00:00Z", "overall_score": 74.2, "score_breakdown": {"clarity": 53.3, "originality": 42.8, "hype_penalty": 9.0, "actionability": 100.0, "technical_depth": 100.0, "information_density": 100.0}, "podcast_cover_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_episode/43039123/43039123-1784913119653-caa498f02d60a.jpg", "source_link": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/The-Government-AI-Playbook-Thats-Saving-2M-a-Week-e3mdr13", "audio_url": "https://anchor.fm/s/1012113ec/podcast/play/123185635/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-6-22%2F428434699-44100-2-261f00aa14907.mp3", "listen_url": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/The-Government-AI-Playbook-Thats-Saving-2M-a-Week-e3mdr13", "verdict": "worth_your_time", "why_listen": "It goes beyond the title with direct discussion of know, it's, we're, including: We're now saving $2 million a week.", "summary": "This technology was doing nothing for us 18 months ago. We're now saving $2 million a week."}, {"episode_id": "ep_digital_disruption_with_geoff_nielson_837548024d43", "episode_title": "Ex-Google AI Lead: Vibe Coding Doesn't Belong at Work", "podcast_name": "Digital Disruption with Geoff Nielson", "podcast_slug": "digital_disruption_with_geoff_nielson", "source_id": "src_digital_disruption_with_geoff_nielson", "category": "ai", "publish_date": "2026-07-20T11:00:00Z", "overall_score": 79.5, "score_breakdown": {"clarity": 63.1, "originality": 59.4, "hype_penalty": 9.0, "actionability": 100.0, "technical_depth": 100.0, "information_density": 100.0}, "podcast_cover_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_episode/43039123/43039123-1784295135343-a7416301b9dae.jpg", "source_link": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/Ex-Google-AI-Lead-Vibe-Coding-Doesnt-Belong-at-Work-e3m4oe3", "audio_url": "https://anchor.fm/s/1012113ec/podcast/play/122888067/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-6-15%2F428030492-44100-2-65bef614c44b9.mp3", "listen_url": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/Ex-Google-AI-Lead-Vibe-Coding-Doesnt-Belong-at-Work-e3m4oe3", "verdict": "worth_your_time", "why_listen": "It goes beyond the title with direct discussion of know, like, right, including: It sounds so relaxing.", "summary": "I love the term vibe coding. To me, it's like sitting with a cup of coffee and, you know, getting something done and solving some problems and having fun with it."}, {"episode_id": "ep_digital_disruption_with_geoff_nielson_33a17981738c", "episode_title": "One of Us Thinks AI is Overhyped. The Other Doesn't | Live Debate", "podcast_name": "Digital Disruption with Geoff Nielson", "podcast_slug": "digital_disruption_with_geoff_nielson", "source_id": "src_digital_disruption_with_geoff_nielson", "category": "ai", "publish_date": "2026-07-13T11:00:00Z", "overall_score": 86.5, "score_breakdown": {"clarity": 66.6, "originality": 61.1, "hype_penalty": 3.0, "actionability": 100.0, "technical_depth": 100.0, "information_density": 100.0}, "podcast_cover_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_episode/43039123/43039123-1783625638704-e130b87b8d019.jpg", "source_link": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/One-of-Us-Thinks-AI-is-Overhyped--The-Other-Doesnt--Live-Debate-e3lr0lh", "audio_url": "https://anchor.fm/s/1012113ec/podcast/play/122568817/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-6-8%2F427601901-44100-2-c43ce2d2ca221.mp3", "listen_url": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/One-of-Us-Thinks-AI-is-Overhyped--The-Other-Doesnt--Live-Debate-e3lr0lh", "verdict": "worth_your_time", "why_listen": "It goes beyond the title with direct discussion of it's, going, people, including: The business model is not sustainable.", "summary": "OpenAI, which has never turned a profit, is scheduled to burn 218 billion dollars by 2029. We can debate exactly when it's going to completely change the world, but it's a when."}, {"episode_id": "ep_digital_disruption_with_geoff_nielson_5de0cf3207ba", "episode_title": "Everything You Believe About Work is About to be Broken by AI | Alexander Manu", "podcast_name": "Digital Disruption with Geoff Nielson", "podcast_slug": "digital_disruption_with_geoff_nielson", "source_id": "src_digital_disruption_with_geoff_nielson", "category": "ai", "publish_date": "2026-07-06T11:00:00Z", "overall_score": 79.2, "score_breakdown": {"clarity": 76.4, "originality": 59.8, "hype_penalty": 12.0, "actionability": 100.0, "technical_depth": 100.0, "information_density": 100.0}, "podcast_cover_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_episode/43039123/43039123-1783025523023-c8fe17b1f8dc.jpg", "source_link": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/Everything-You-Believe-About-Work-is-About-to-be-Broken-by-AI--Alexander-Manu-e3lg5dr", "audio_url": "https://anchor.fm/s/1012113ec/podcast/play/122213243/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-5-30%2F427123463-44100-2-cc150ada0e24e.mp3", "listen_url": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/Everything-You-Believe-About-Work-is-About-to-be-Broken-by-AI--Alexander-Manu-e3lg5dr", "verdict": "worth_your_time", "why_listen": "It goes beyond the title with direct discussion of because, it's, thing, including: We need to redesign everything from scratch because you are trying to adapt a completely revolutionary transformative thing to an old infrastructure.", "summary": "This entire fear is about loss of income because people have no imagination to look at life beyond money. We need to redesign everything from scratch because you are trying to adapt a completely revolutionary transformative thing to an old infrastructure."}, {"episode_id": "ep_digital_disruption_with_geoff_nielson_00cbc6aa5f05", "episode_title": "Will AI Take Your Job? Dag Kittlaus Separates Hype from Reality", "podcast_name": "Digital Disruption with Geoff Nielson", "podcast_slug": "digital_disruption_with_geoff_nielson", "source_id": "src_digital_disruption_with_geoff_nielson", "category": "ai", "publish_date": "2026-06-29T11:00:00Z", "overall_score": 77.8, "score_breakdown": {"clarity": 60.0, "originality": 54.1, "hype_penalty": 9.0, "actionability": 100.0, "technical_depth": 100.0, "information_density": 100.0}, "podcast_cover_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_episode/43039123/43039123-1782412826839-5597dd65b688f.jpg", "source_link": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/Will-AI-Take-Your-Job--Dag-Kittlaus-Separates-Hype-from-Reality-e3l82pk", "audio_url": "https://anchor.fm/s/1012113ec/podcast/play/121948404/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-5-24%2F426769070-44100-2-9f2c188e81608.mp3", "listen_url": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/Will-AI-Take-Your-Job--Dag-Kittlaus-Separates-Hype-from-Reality-e3l82pk", "verdict": "worth_your_time", "why_listen": "It goes beyond the title with direct discussion of know, it's, going, including: Start understanding this and how it applies to whatever your interest or career path is.", "summary": "It's in everybody's interest, no matter what your future, what your career looks like. If you ignore it, yeah, I think you're screwed."}, {"episode_id": "ep_digital_disruption_with_geoff_nielson_029ca259e950", "episode_title": "AI is Breaking the Economy and Education. Here's How to Fix it", "podcast_name": "Digital Disruption with Geoff Nielson", "podcast_slug": "digital_disruption_with_geoff_nielson", "source_id": "src_digital_disruption_with_geoff_nielson", "category": "ai", "publish_date": "2026-06-22T11:00:00Z", "overall_score": 81.9, "score_breakdown": {"clarity": 57.3, "originality": 47.0, "hype_penalty": 3.0, "actionability": 100.0, "technical_depth": 100.0, "information_density": 100.0}, "podcast_cover_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_episode/43039123/43039123-1781813132980-ad664eaaa929d.jpg", "source_link": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/AI-is-Breaking-the-Economy-and-Education--Heres-How-to-Fix-it-e3kug4k", "audio_url": "https://anchor.fm/s/1012113ec/podcast/play/121634388/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-5-17%2F426350140-44100-2-d53b00f567acd.mp3", "listen_url": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/AI-is-Breaking-the-Economy-and-Education--Heres-How-to-Fix-it-e3kug4k", "verdict": "worth_your_time", "why_listen": "It goes beyond the title with direct discussion of data, because, it's, including: And instead of adjusting it, we're choosing to accept it as a foregone conclusion.", "summary": "What we're trying to do right now is take 24th century technology and shoehorn it into an economy from the 21st century."}, {"episode_id": "ep_digital_disruption_with_geoff_nielson_4a665844d27e", "episode_title": "The Most Insidious AI Narrative: We Can't Shape the Future", "podcast_name": "Digital Disruption with Geoff Nielson", "podcast_slug": "digital_disruption_with_geoff_nielson", "source_id": "src_digital_disruption_with_geoff_nielson", "category": "ai", "publish_date": "2026-06-15T11:00:00Z", "overall_score": 86.5, "score_breakdown": {"clarity": 80.0, "originality": 47.3, "hype_penalty": 3.0, "actionability": 100.0, "technical_depth": 100.0, "information_density": 100.0}, "podcast_cover_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_episode/43039123/43039123-1781529098261-bf60abb3262a2.jpg", "source_link": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/The-Most-Insidious-AI-Narrative-We-Cant-Shape-the-Future-e3kls3b", "audio_url": "https://anchor.fm/s/1012113ec/podcast/play/121351723/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-5-11%2F425971364-44100-2-912cdbe848f46.mp3", "listen_url": "https://podcasters.spotify.com/pod/show/info-tech-research-group/episodes/The-Most-Insidious-AI-Narrative-We-Cant-Shape-the-Future-e3kls3b", "verdict": "worth_your_time", "why_listen": "It goes beyond the title with direct discussion of know, like, it's, including: I don't want to sound snobby, but I guess I'm going to sound snobby.", "summary": "Where we have to be really careful with something like generative AI is, the way that you would repurpose a sample within music is extraordinarily different from the way that a generative AI model recombines the totality of its training data to synthesize all of the stolen material in that to generate an output."}], "category_breakdown": [{"category": "ai", "count": 14}]}