AI and Software
AI bubble debate
whether AI valuations or spending are a bubble; dot-com comparisons
- Episodes
- 83
- Share
- 8.9%
- Shows
- 67
- Net sentiment
- −0.53
Up from 6.3% of episodes in the weeks before; net sentiment was −0.57.
5 weeks
Share of each week's episodes, and net sentiment.
Net sentiment
The episodes behind it
Why each one was bullish, bearish or in between. Most time on the theme first.
Bullish 3
- The speaker argues AI is inevitable and not a bubble, with corrections being normal hiccups.Will Bitcoin Survive Quantum Computing? | Jordi Visser · The Pomp Podcast · Oct 24
- Hosts argue the AI bubble claim is overblown since AI products are widely used and paid for.The Markets Shifting, Buying A House, and The AI Bubble Impact | Money Moves · Millionaire Mindcast · Oct 21
- Host dismisses bubble talk as media hype and says revenues still support AI valuations.Strategy Sunday: XRP Moves the Money, TSMC Races to Meet AI Demand & Google Builds Its Own Chips · Strategy Sunday w/Armando Pantoja · Oct 19
Bearish 44
- Argues the bubble is in private AI lab valuations with little revenue or earnings support, while public stocks have repriced.The AI Bubble Isn't Where You Think It Is · Prof G Markets · Oct 24
- Host argues the numbers do not add up and an AI bubble with a painful downside is already forming.Anthropic Has $750 Billion in Commitments… and Just $17 Billion in Revenue · Eurodollar University · Oct 22
- Host argues Anthropic's valuation far exceeds revenue and its economics are impossible, signaling overvaluation.(Mis)Anthropic: The Math Ain’t Mathing So Good. · Unf*cking The Republic · Oct 23
- Hosts argue AI valuations rely on circular VC spending and lack margin of safety.AI Bubble's Hidden Liabilities: 75¢ of Every $1 Is Circular · Deep Values · Oct 24
- Hosts question whether Anthropic's valuation can be justified against its revenue and committed spending.#27 - Anthropic’s $2 Trillion IPO and the White House AI Accord Nobody Has to Follow · Signal Podcast · Oct 23
- Hosts question AI returns on investment and note the Nasdaq heading for a sharp multi-week drop.Is the AI Bubble Popping? · Motley Fool Hidden Gems Investing · Oct 23
Show 38 moreShow fewer
- Guest argues AI valuations have overshot, with late-cycle excess and likely blowback for latecomers.The Most Polite Financial Mugging? Max Wolff on the AI Bubble & Japan / 最後にババを引くのは誰?|AIバブルと日本経済 · Malveaux: The Room · Oct 23
- Opaque spending, unverified data center capacity and thin margins suggest the AI buildout is overvalued and fragile.Leaked Amazon document reveal they have too many GPUs | Ed Zitron · The Tech Report · Oct 22
- Host argues AI spending is a circular, unprofitable bubble that will pop and require a bailout.Is the AI Doom Talk a PSYOP?? · Digital Dopamine · Oct 21
- Hosts expect the AI bubble to pop and watch IPO liquidity and Nvidia as warning signs.Is AI Actually Going to Kill Us? · Hell Money · Oct 21
- Guest argues AI valuations rest on greater-fool financing and unproven returns, with debt and depreciation mounting."Coreweave's a Zero" | George Noble on Why He's Short Neoclouds, Why AI is a Shale 2.0 Bubble Headed for Debt/Depreciation Brick Wall, and Why He's "Coming For The Momentum Bros" · Monetary Matters with Jack Farley · Oct 23
- AI stock selloff and worries over massive borrowing fueling the AI build-out weigh on sentiment.AI Rout Finds a Floor. For Now. · WSJ What’s News · Oct 23
- Rosenberg argues AI valuations and investor behavior resemble a bubble, with extreme sector correlations and stretched Cape multiples.David Rosenberg: Bubbles, Bonds, and Boomers · Insight is Capital™ Podcast · Oct 23
- Speakers warn AI spending is debt-funded and circular, with revenue commitments at risk of not being paid.Nothing Matters in the Market Until It Does with Mike Tracey · RiskReversal Pod · Oct 19
- Speakers liken Nvidia's booked revenue and stock rise to the dot-com bubble, expecting it to pop eventually.Nvidia Accused of Causing the Graphics Card Shortage - Inside Games Roundup · Inside Games News and Podcasts · Oct 24
- Speakers see AI financing strain, pricier debt and equity deals being pulled, suggesting the AI trade may be topping.11AM Hour: CrowdStrike CEO, Tech Investor Dan Niles & Moderna's Vaccine Data Leak 10/23/26 · Squawk on the Street · Oct 23
- Hosts discuss Ken Griffin's bubble warning and the circular VC-funded spending concentrated in a few startups.AI Cyber Panic, Ken Griffin's Bubble Warning, The Fall of France? · All-In Podcast · Oct 23
- Ives says bubble comparisons to 1999 and 2007 are wrong, and bears have been consistently wrong.85% Of The AI Boom Is Still Ahead Of Us | Dan Ives · The Pomp Podcast · Oct 22
- Speaker argues debt-funded AI build-out mirrors classic bubbles that pop when paper wealth must be sold.Amazon Has Warehouses Of GPUs That Can’t Be Installed + Shocking Campaign Allegations | The Tom Bilyeu Show · Tom Bilyeu's Impact Theory · Oct 21
- Speakers argue AI capex and frontier lab economics look unsustainable and bubble-like, though productive.Why Crypto Is Holding Up as the AI Trade Starts to Crack · Bits + Bips · Oct 20
- Guest and host see financing and valuations detached from financials, with bubble-burst risk.Hyperscale: Paris Marx on the Ambition and Excess of Big Tech’s Data Empires · Keen On America · Oct 20
- Taylor-Wolfe argues returns on AI capex are unproven and financing costs are rising, a bubble-like setup.11AM Hour: Impactive Capital's Lauren Taylor Wolfe, Former TikTok CEO Kevin Mayer & GM Tumbles After Earnings 10/20/26 · Squawk on the Street · Oct 20
- Host draws dot-com parallels, arguing the borrowed infrastructure layer is overpriced and due a reset.Felix Nikolas Prehn: How AI Infrastructure Fueled By Borrowing Can Break Markets · Felix Nikolas Prehn's Podcast · Oct 19
- Hosts compare GPU buildout to dark fiber and discuss bubble risk alongside transformational upside.Ken Griffin: AI Bulldozes Moats, GPUs Echo the 2000 Bust | Investor Playbook · Deep Values · Oct 25
- Panelists call the funding frenzy, secondaries trading and diffusion gap bubble-like, though some argue demand is infinite.Is AI a Bubble? I Asked the People Building It | WTF is AI? · WTF is with Nikhil Kamath · Oct 24
- Speaker says this cycle is more powerful than 2000 but warns of sharp near-term downside.Baird's Tech Strategist Says This Isn't 2000. So Why Is He Warning Against Buying the Dip? · Excess Returns · Oct 24
- Index concentration in AI names and high CAPE ratios suggest froth and a possible 50% decline.Why Buffett Would Be Short the “AI Horses” Right Now · The Acquirers Podcast · Oct 24
- Hosts see valuations as cheap versus dot-com, though they acknowledge risks to margins.What If We’re Still Early in the AI Boom? · Know Your Risk Podcast · Oct 23
- AI firms like OpenAI and Anthropic lose heavily and depend on debt, so the model looks fragile.Why He Puts 10% of What He Makes Into Physical Gold | George Gammon · Kitco NEWS · Oct 22
- Arnott compares today's AI boom to past bubbles and argues today's leaders may not stay dominant.Rob Arnott on the Hidden Costs of Passive Investing and the Real Winners From AI · Excess Returns · Oct 21
- Fears of AI bubble risk resurfaced after a troubled South Korean data center debut hit memory and chip stocks.9am Hour: Tech Turbulence, Apple Downgraded, Live: DNI Jay Clayton 10/20/26 · Squawk on the Street · Oct 20
- Revenue must catch up with frontier spending; a shortfall in lab revenue could trigger a painful correction.Citrini: Monkeys Are The Next Bottleneck | Citrini on AI Drug Discovery Experiment & Reflexive Financing Risk to AI Buildout & Hardware Trade · Monetary Matters with Jack Farley · Oct 25
- Much AI compute goes to trivial uses and low-value output, raising doubts about the spending's justification.Episode 114 - Bringing AI to academia with Stephan Fabel, ThisWay Global · DCD Zero Downtime: The Bi-Weekly Data Center Show · Oct 22
- Warns many vendors overstate AI capabilities, with generic models showing poor accuracy on unstructured financial data.Olivier Babin & Naunidh Nallah – Tetrix (EP.87) · Investment Management Operations · Oct 20
- Speaker suggests the neocloud bubble may be ending, comparing it to past capital-intensive busts.CoreWeave Bond Crash: Why CRWV & Neocloud Stocks Are Tumbling · Chip Stock Investor Podcast · Oct 20
- Speaker argues markets will repeatedly underprice exponential growth, producing bubble and collapse cycles.AI:AM Highlights: Clean Neurons, Black October, the GPU Credit Crunch, and Buying the Supply Chain · The Cognitive Revolution · Oct 24
- Doubts about AI payback are driving the tech selloff.What’s News in Markets: Meta’s AI Bill, IBM’s Comeback, Musk Explores Merger · WSJ Your Money Briefing · Oct 24
- Hosts argue the bubble lies in earnings expectations, and breadth weakness suggests froth is fading.SpaceX Monster Quarter; CoreWeave's Collapsing Narrative; Buy The Dip on Netflix, Hermes, and Wise? · Chit Chat Stocks · Oct 23
- Hosts see AI token pricing as subsidized and expect a possible repricing that could hurt adoption.Episode 595: The Silent Disco · Software Defined Talk · Oct 23
- Strategists argue AI spending is exposing holes in the AI story, while bulls say ad revenue can fund it.Oct 23: Holes in OpenAI's Agent Monitor; Claude Proves No Crashes · Valley Morning Briefing · Oct 23
- Speaker notes speculative AI investment and warns of bubble risk, citing energy deficits and cost pressures.Crossing the T's and Dotting the I's - An IFS Unleashed 2026 Recap · UNSCRIPTED · Oct 22
- Bob Elliott argues AI valuations are about two-thirds delusion and a credit bust is possible.10AM Hour: SpaceX-Tesla Merger? Netflix’s Next Episode, Philip Morris CEO on Earnings 10/21/26 · Squawk on the Street · Oct 21
- Hosts see AI valuations and spending as unsustainable, risking a crash that could trigger broader stress.LEAKED: Here's The REAL Reason America Hasn't Bought Bitcoin For its Strategic Reserve... · Simply Bitcoin · Oct 19
- Drawing parallels to 1999-2000 fiber craze and 2006-07 mortgage securitization, arguing the math may not work.Big Short Reunion w/ Danny Moses: Rising Rates, AI & Private Equity | The Real Eisman Playbook Ep 80 · The Real Eisman Playbook · Oct 19
Mixed 30
- Host weighs many bubble warnings against reasons for optimism, concluding neither side is settled yet.The Most Concerning AI Bubble Signals · The AI Daily Brief: Artificial Intelligence News and Analysis · Oct 23
- Thompson argues demand is the key question; Karazian sees real gains but slowing top-end spend as a warning.The AI Story Wall Street Doesn't Want to Hear · Plain English with Derek Thompson · Oct 23
- Host sees real demand but fears IPO-driven concentration and debt could trigger a sharp market correction.338 | AI agents now work 6x the hours of their humans at Anthropic 🤯, AI just put 70% of all websites at risk, Is AI a bubble? “We grew a mind” (OpenAI safety insider), and more important AI news for the week ending October 23, 2026 · Leveraging AI · Oct 24
- Hosts debate whether circular startup spending signals a bubble, with Ken Griffin's warning contrasted against startups' adoption signals.AI Cyber Panic, Ken Griffin's Bubble Warning, The Fall of France? · All-In with Chamath, Jason, Sacks & Friedberg · Oct 23
- Speakers reframe the bubble question, arguing spending and stock prices will oscillate rather than resolve cleanly.Neil Winward, AI and the potential bubbles impact on Consumers and Investors · Energy News Beat Podcast · Oct 21
- Concerns about AI funding and returns sparked a selloff, but the investment story is still seen as intact.Top of the Morning: CIO Strategy Snapshot - Sustainability of the AI trade · UBS On-Air: Market Moves · Oct 19
Show 24 moreShow fewer
- Demand currently exceeds supply, but pricing is artificial and overbuilding risks remain.Who Really Pays for AI Data Centers? · Patrick Boyle On Finance · Oct 25
- Hosts weigh OpenAI's roughly 30x price-to-sales valuation as either reasonable or stretched, depending on growth assumptions.OpenAI’s $1.25T Raise, Starlink Mobile & Zuck’s Tax Deal | EP 2354 · This Week in Startups · Oct 24
- Speakers argue bond market discipline may prevent a bubble pop, while fatigue and credit worries persist.128: The Unwind · This Week in Bitcoin · Oct 21
- Investors wonder whether AI demand and spending can continue, with the bubble question constantly raised.A Sneak Peek Into Anthropic’s Business · The Journal. · Oct 21
- Comparisons to 1999-2000 are common, which the guest argues may act as a guardrail on spending.Why The Tech Selloff Just Reversed Course · Prof G Markets · Oct 20
- Hosts disagree on whether AI is a bubble, with bubble talk seen as premature for near-term trading.Is The AI Trade Over? | Jack & Max on Panic in AI Credit, SpaceX Earnings, and Semis · Monetary Matters with Jack Farley · Oct 20
- Critics argue the buildout is overstated; the hosts dispute this but flag possible 2028 oversupply risk.Ep. 039 - [EMERGENCY] Our Numbers Are "Insane." Here's the Proof. (Datacenters) | Jeremie Ontiveros, Reyk Knuhtsen, Jordan Nanos · SemiAnalysis Weekly · Oct 20
- Hosts see AI funding stress as market discipline, with demand strong enough that outcomes could go either way.Doubt but No Fear, SpaceX Reports, Netflix Cleans House, AI Bond Vigilantes, Bending Spoons · The Compound and Friends · Oct 20
- Dell sees excesses and optimism alongside healthy skepticism, taking a measured view of overcapacity risk.How This Dot-Com Era CEO Is Navigating The AI Boom · WSJ Tech News Briefing · Oct 19
- Dell sees excesses and optimism alongside healthy skepticism, taking a measured view of risks.How This Dot-Com Era CEO Is Navigating The AI Boom · WSJ Tech News Briefing · Oct 19
- Host expects bumpy markets and sharp swings while acknowledging long-term AI potential.Musk Gives SpaceX Shares to 73M Kids, Anthropic $100B Promise & ASML Ties CEO Pay to Employee Morale · Future Ready Leadership With Jacob Morgan · Oct 23
- Speakers disagree on whether AI stocks are in a correction or near a peak, with valuation skepticism.Will the AI Trade Resume? The Investment Committee Weighs in 10/21/26 · Halftime Report · Oct 21
- Hosts debate whether AI spending is a misallocation of capital, with no firm conclusion reached.It's a Bloodbath (EP. 487) · Animal Spirits · Oct 21
- Gross compares today's AI boom to dot-com overbuild but argues current AI revenues are real and growing fast.The Hope Machine (Holy Shit, My Life is Over): Bill Gross Gives Away 1.2 Million AI-Generated Ideas · Keen On America · Oct 19
- Commentators argue both bubble-burst and hype-is-not-bubble views, with neocloud weakness as evidence.The AI Wealth Problem · The AI Daily Brief: Artificial Intelligence News and Analysis · Oct 19
- Bears argue AI revenue lags capex, while bulls say the revenue will eventually arrive.The Stock Market LOSES 2 TRILLION, SpaceX and Meta CRUSH, Is CoreWeave Going Under | Basis Points · Basis Points · Oct 24
- Hosts note tech dominance and a softer OpenAI round, with mixed views on whether the boom is permanent.OpenAI’s Next Round, SpaceX’s Big Plans, & Reforming the MBA Program 10/23/26 · Squawk Pod · Oct 23
- Spending is concentrated in a few venture-backed power users, a risk some call bubble-like while others see early demand.11AM Hour: Kroger CEO, NHL Commissioner & SpaceX Rallies on Earnings 10/21/26 · Squawk on the Street · Oct 21
- Hosts see the CoreWeave-led selloff as overblown given strong backlogs, though financing strain is a real concern.Meta and Google Rejoin the Frontier, Microsoft's Maia 300, and the AI Credit Scare | The Six Five Pod Ep. 324 · The Six Five with Patrick Moorhead and Daniel Newman · Oct 19
- Guests argue AI demand is real while specific companies like OpenAI and Anthropic may be overvalued.Capital Concerns Hammer the AI Trade 10/22/26 · The Exchange · Oct 22
- Speaker sees history of eventual busts but argues physical bottlenecks may lengthen the cycle and the bust is distant.How To Invest In AI Now With Janus Henderson’s Jonathan Cofsky · Barron's Live · Oct 19
- Speakers debated whether capital-raising frenzy signals a bubble while equity valuations look less stretched.9AM HOUR: Apple iPhone Duo Hits Stores, Tech Extends Sell-off, Merck CEO "First on CNBC" 10/23/26 · Squawk on the Street · Oct 23
- Jassy addresses financial skittishness about AI spending while defending Amazon's investments in OpenAI and Anthropic.Amazon CEO Andy Jassy on Why Amazon Is Investing $220 Billion in AI · The a16z Show · Oct 23
- Pichai argues overbuilding is possible in the short term but the long-run compute demand is real.Google CEO Sundar Pichai: AI’s Infinite Possibilities, Compute Scarcity Dilemmas, Future AI Products · Big Technology Podcast · Oct 20
Neutral 6
- Guests argue the AI trade is not a bubble yet but some players will not survive the cycle.Cracks in the AI Trade, A Content Clash, and The Key Questions for SpaceX 10/20/26 · The Exchange · Oct 20
- Kosky says no one knows whether AI is a bubble and advises owning it until evidence shows otherwise.'Stocks Are Undervalued': 5 Stocks to Own, 5 to Avoid · Street Talk · Oct 19
- Host and guest contrast current AI cycle with the dot-com bubble, saying the comparison is not apples-to-apples.Top of the Morning: CIO Equity Pulse - Monthly performance update & outlook · UBS On-Air: Market Moves · Oct 23
- Hosts question the hype and claims from AI insiders without taking a clear investment position.Are We All Going To Die? · Picture Me Coding · Oct 23
- Investor AI maximalism and fear of missing out are distorting capital allocation and valuations across the sector.Christina Cacioppo - Building an Enduring Software Company in the Age of AI - [Invest Like the Best, EP.496] · Invest Like the Best · Oct 20
- Gates dismisses the idea that AI company warnings are hype or insincere, focusing on risk rather than valuation.Bill Gates says to prepare for 20 years of ‘tumultuous’ AI disruption · Decoder with Nilay Patel · Oct 22
Around it
Shows that covered it most
- Squawk on the Street6
- Monetary Matters with Jack Farley3
- Keen On America2
- The AI Daily Brief: Artificial Intelligence News and Analysis2
- UBS On-Air: Market Moves2
- WSJ Tech News Briefing2
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
