AI and Software
AI bubble debate
whether AI valuations or spending are a bubble; dot-com comparisons
- Episodes
- 52
- Share
- 4.9%
- Shows
- 50
- Net sentiment
- −0.58
Bullish 5Mixed 11Neutral 2Bearish 34
The episodes behind it
Why each one was bullish, bearish or in between. Most time on the theme first.
Bullish 5
- Guest argues public AI stocks and the S&P 500 are not in a bubble, citing earnings growth tied to real demand.Joel Litman: We Are NOT in an AI Bubble · Stansberry Investor Hour · Sep 22
- Speaker argues AI valuations are far below dot-com levels, so it is not a bubble.Everyone’s Bracing for a Crash. The Economy Says Otherwise. · Wealthion · Sep 24
- Speakers dismiss doom narratives and argue fear-driven slowdowns would hurt progress and competitiveness.Why Jensen and Zuck think the doomers are wrong (plus AI get’s a rebrand) | #294 MOONSHOTS Live · Moonshots with Peter Diamandis · Sep 27
- Rapid valuation gains for OpenAI, Anthropic and SpaceX are read as evidence of accelerating US innovation.Mehran Gul, "The New Geography of Innovation: The Global Contest for Breakthrough Technologies" (Simon and Schuster, 2026) · New Books in Science, Technology, and Society · Sep 24
- Guest argues AI demand is real and usage-driven, unlike the dot-com era, so AI IPOs should succeed.Why the Crypto Market Cap Could Reach $50 Trillion This Cycle · Unchained · Sep 25
Bearish 34
- Valuations of AI labs and infrastructure look detached from cash flows and resemble dot-com excess.Is Anthropic Worth Two Trillion Dollars? · Patrick Boyle On Finance · Sep 27
- Keen expects AI firms to go broke and a financial crash, with overinvestment and losses on data centers.How AI bosses 'lost control' and are now begging for regulation · The Andrew Neil Report · Sep 25
- Guest sees AI valuations as fragile and circular, with spending possibly unsustainable and earnings inflated by stakes in AI labs.From Cartoon Apes to Reddit Mania: Why Crowds Lose Their Minds With Money · The Acquirers Podcast · Sep 24
- Host argues AI is a bubble that could burst and cause panic selling and pain.We Are Betting The Entire U.S. Economy On AI · The Minority Mindset Show · Sep 24
- Speakers expect a painful retrenchment and bubble-style risks from debt-fueled data center spending.What’s at stake in AI’s trillion-dollar gamble · MIT Technology Review Narrated · Sep 23
- Data center projects are being canceled and many large builders lose money, raising overbuild and financing risks.Episode 67: AI, Cybersecurity & Digital Infrastructure with Richard Rodriguez · In-Basin Observations · Sep 27
Show 28 moreShow fewer
- Expenses far exceed revenue and the speaker notes the whole market is a large bet on AI.The OpenAI IPO? · The Enterprise AI Show · Sep 27
- Hosts argue infrastructure overinvestment and unclear debt payback resemble railroad and power bubbles that ended in collapse.Claude Is Doing Science, a16z Is Starting a University & the AI Bubble Keeps Growing and Still Be a Terrible Business; We'd Rather Send Our Kids to the Military Than to a16z's School · More or Less · Sep 25
- Hosts argue AI IPO valuations are unsupported and customer-concentrated, with Oracle's stock seen as possibly worthless.Bitcoin's Rally Meets AI's New Cold War · Digital Currents · Sep 25
- Speakers argue valuations and financing resemble prior bubbles, with promoters and VCs chasing fast returns.Jim Chanos & Gary Marcus: Circular AI Financing, The Agentic Economy & Doomsday Scenarios · RiskReversal Pod · Sep 25
- Comparisons to 1999 and circular vendor financing suggest valuations are stretched and risk is rising.The $1.7 Trillion Data Center Bet, and Why Apple is Getting Into the Subscription Game · The Prof G Pod with Scott Galloway · Sep 21
- Hundreds of billions in AI spending may earn little return, and debt-financed buildout adds default risk.Talk Your Book: Price Is the Ultimate Factor · Animal Spirits · Sep 21
- Speakers say AI valuations and revenue claims are inflated, with fake math and a circular, debt-fueled market.Kontrarian Korner #153 - Dexter White · Kontrarian Korner · Sep 21
- Hosts compare the boom to past technology bubbles and expect a plateau and retrenchment.Episode 30: What Are We Getting With All These Data Centers? · Power and Consequences · Sep 21
- Russell warns of extinction risk and lab valuations look stretched against liability exposure.Treasury Sec. Bessent, AI Control, & the White House Press Pool 9/21/26 · Squawk Pod · Sep 21
- AI is real but current valuations are extreme, and bubbles form around genuine technologies.Dave Iben: The World Is on Sale While America Trades at a Premium | #652 · The Meb Faber Show - Better Investing · Sep 25
- Off-balance-sheet AI financing is compared to Enron and GFC-era structures, implying hidden risk.The Enron-Era Tricks Are Back in AI: How These Companies Are Hiding Their Debt | The Weekly Wrap · The Real Eisman Playbook · Sep 25
- Concentration in AI stocks resembles dot-com excess, with the top companies driving index returns and downside risk.Ready For A Bear Market? Most Investors Aren't | Ted Oakley · Thoughtful Money with Adam Taggart · Sep 24
- Hyperscaler capacity may not be used at current prices, echoing the dot-com overcapacity pattern.Sage CEO: Don't Build Data Centres in UK · Big Boss Interview · Sep 23
- Heavy AI factor concentration across portfolios creates risk if AI revenues or cash flows slow.Torsten Slok’s Macro Update: Higher for Longer and the Road to 2027 · The Allocation: Private Markets for the Total Portfolio · Sep 23
- Narrow top-heavy index breadth and extreme valuations echo past market tops.AI Is Turning Big Tech Into a Commodity Business · Know Your Risk Podcast · Sep 22
- He argues the market is in a bubble-like phase, calling it a golden age of fraud.Jim Chanos | Founder of Kynikos Associates | Enron, Beyond Meat, and the "Golden Age of Fraud" · Trinity SMF Podcast · Sep 22
- Speakers argue the earnings boom may be over-earning and could end in a bust like past booms.The Next AI Trade | Liam Dalton | Ep. 4 · Mispriced Assets Podcast · Sep 22
- Hosts suggest AI leaders may be buying time because trillions invested have weak revenue so far.Where Is the Government on AI? #157 · The Western Bubble · Sep 21
- Hosts flag foreign inflows into equities as possibly momentum-driven and overvalued, with reversal risk.Ep 6: KB Toys, the AI Boom & Nvidia: Business Lessons From Past and Present · Fundamentals Unfiltered · Sep 21
- Speaker argues AI firms are doubling down like a gambler, suggesting fragile financing and valuation risk.The Ed Sheeranisation of Irish Economic Policy · The David McWilliams Podcast · Sep 22
- Hosts see Nvidia's Trump appearance and circular deals as desperate signs of a deflating AI bubble.380. RTX 6090 Launch Leak, AMD RDNA5 and PS6 Neural Ray Tracing, Nvidia AI Desperation · Broken Silicon · Sep 22
- Host argues the $1.2T valuation rests on infrastructure economics that do not match software margins.[AI WEEKLY RUNDOWN] AI Near-War Conflict, OpenAI’s $278B Cash Burn, & Claude Hacks OpenAI Accounts (Sept 13–20, 2026) · AI Unraveled: Enterprise Strategy, Agentic Systems & Daily Tech News · Sep 21
- Wood argues AI is early-stage with strong returns, rejecting bubble comparisons to the dot-com era.Cathie Wood: How to Invest in a World Moving This Fast · Equity Mates Investing Podcast · Sep 21
- Comparisons to dot-com and subprime; circular financing and customer concentration raise bubble concerns.Stock Picking in Difficult Times with George Noble | The Real Eisman Playbook Ep 76 · The Real Eisman Playbook · Sep 21
- Circular cross-trading among hyperscalers looks worrying and could trigger a correction next year.The (Not So) Great Wealth Transfer · Moody's Talks - Inside Economics · Sep 25
- Argues heavy AI buying without integration leads to a crash and disappointing business results.Zeta Global on Why AI Agents Need Context Before Autonomy · Tech Talks Daily · Sep 23
- Speaker believes AI firms have no plan to earn returns on trillions in capital and sees OpenAI as potentially worthless.#794: Why Inflation Is Designed To Crush You with Gary Brode · TFTC: A Bitcoin Podcast · Sep 21
- Comparisons to Lucent and Cisco in 2000-2001 suggest vendor financing can unravel as it did then.Why NVIDIA Paid 86 Times Revenue for Hugging Face · Deep Dive · Sep 26
Mixed 11
- Bubble pop is expected in 2027 rather than now, with supply chain resets first; funding strains noted.What will Micron's gross margin guide be? · Investing Experts · Sep 27
- Hosts question the house-of-cards fear, noting huge cash flows and mega-cap size while acknowledging scenarios where spending is written down.The Wobbly House of Cards (EP. 483) · Animal Spirits · Sep 23
- Panelists weigh whether AI return on spending justifies valuations, with a slowdown possibly reducing overbuilding risk.The AI panic, tech concentration, and Nvidia windfalls · Trader Talk · Sep 23
- Hosts debate whether OpenAI's $1.2T valuation is justified or overstretched despite strong demand signals.Anthropic's AI Slowdown, OpenAI's $1.2T Valuation & Salesforce's AI Bet | Six Five Pod EP 320 · The Six Five with Patrick Moorhead and Daniel Newman · Sep 21
- Hosts weigh AI doom narratives and spending risk against optimism about AI monetization and earnings power.9AM HOUR: Stocks Rally As Oil Retreats, Huang Slams AI "Doomsday Narratives," Paramount and WBD Surge 9/21/26 · Squawk on the Street · Sep 21
- Guest acknowledges high valuations on AI companies but argues transformative change may justify long-term ownership despite prices.André Perold – Investing Through Exponential Change (EP.516) · Capital Allocators – Inside the Institutional Investment Industry · Sep 21
Show 5 moreShow fewer
- He jokingly calls AI a bubble but thinks the trend is real and still has room to run.THE REAL EDGE IS IN PEOPLES’ HEADS (Guest: Ahmed Husain) · The Market Huddle · Sep 26
- Dines sees infrastructure possibly overbuilt in the short term but underbuilt over a decade.20VC: Why AI Cannot Replace Humans in Enterprise | Why Work Processes Not Models Will Be The Most Valuable Asset in AI | Why Europe Has Lost and Building in the US vs EU with Daniel Dines, UiPath · 20VC · Sep 21
- Speakers see spending anxiety versus value realization as a possible future reckoning rather than a clear bubble.Anthropic Hits the Brakes, 10% Extinction Odds, and $2.7T in AI Spend · ShipTalk: AI, DevOps & Software Delivery · Sep 23
- Hosts question whether narrow leadership and free cash flow strain echo 1999, while guests see real earnings.OpenAI’s Latest Models, Bitcoin’s Recent Rally, Tech Portfolio Check 9/22/26 · Power Lunch · Sep 22
- Guest notes bubbles are a natural part of markets and sees AI as a paradigm shift despite risks.Wall Street Veteran Following the Old Money Rules Means You Will NEVER Retire| EP88|John D'Agostino|Bonnie Blockchain · Bonnie Blockchain · Sep 23
Neutral 2
- Debate centers on whether AI is a real existential threat or software malfunction, not valuation.AI Has Gone Rogue. Here’s What We Should Do About It. · The Next Big Idea · Sep 24
- Brief comparison of AI hype and concerns, without a clear investing angle.Trump is Gambling with America’s AI Future · It’s Happening Here · Sep 26
Around it
Companies named
Shows that covered it most
- Animal Spirits2
- The Real Eisman Playbook2
- AI Unraveled: Enterprise Strategy, Agentic Systems & Daily Tech News 1
- 20VC1
- Capital Allocators – Inside the Institutional Investment Industry1
- Equity Mates Investing Podcast1
Travels with
Themes in the same episodes, against chance.
Themes, sentiment and reasons are AI-written paraphrases, checked so they never quote an episode. They may contain errors. Not investment advice. Episodes remain the property of their creators.
Briefs like this, for everything you follow.
Ethmos puts research agents on your coverage universe — every debate that touches your names, every executive appearance you'd have missed — and files briefs every morning.
Start free14-day free trial
