Feb 28, 2026 · 1h 21m · allin
Software Stocks Implode, Claude's Hit List, State of the Union Reactions, Trump's Tariff Pivot
Jason Calacanis · 25m spoken David Sacks · 20m spoken Chamath Palihapitiya · 14m spoken David Friedberg · 11m spoken
0:00 / 0:00
⌖ your search result is the highlighted band (1:05:24–1:07:31). Playback starts there
▶ Watch on YouTube →
gold bands on the timeline = statements, start to end. Hover to read, click to jump. CC turns on captions
The All-In Podcast hosts analyze the market fallout from Anthropic's AI releases on software stocks, the physical and regulatory infrastructure bottlenecks facing AI data center expansion, key political developments from the State of the Union and SCOTUS tariff ruling, and longevity breakthroughs in cellular rejuvenation.
How this conversation actually went
Every chapter scored 0–10 on four independent dynamics. Hover any point for the reasoning behind the score. The hosts hold 99.3% of the talking time here. How this is scored →
The hosts as informed peer 7.1 Guest teaching 1.4 Guest disagreement 2.6 The hosts pushing back 3.6
speaking balance: gold is the hosts, purple is the guest (3 minute bins)
Sharpest disagreement ▶ 1:00:00 JCal and Sacks Clash Over Political Polarization
Calacanis aggressively rejects Sacks's premise that Democrats are solely to blame for political gridlock, calling Trump the 'divider in chief' and condemning his counterpunching philosophy.
Hardest push from the hosts ▶ 17:22 Sacks Rejects Friedberg's Macroeconomic Sci-Fi PremiseSacks sharply interrupts Friedberg to challenge his premise on consumptive capacity limits and knowledge work transitoriness, demanding empirical evidence instead of speculative narrative.
Biggest teaching moment ▶ 1:05:26 Friedberg Educates Hosts on Epigenetic Reversal TechnologyFriedberg provides a comprehensive technical explanation of how Yamanaka factors reset the cell epigenome, detailing AAV viral delivery vectors and doxycycline gene switch control in FDA human trials.
The host holds their own ▶ 36:00 Chamath Quantifies Data Center NIMBYism Revenue ImpactChamath presents precise empirical project data on local data center cancellations, calculating the exact gigawatts lost and converting them into a $130 billion financial hit to the AI industry.
the scores for every segment, with the reasoning behind each
| Chapter | Topic | The hosts as informed peer | Guest teaching | Guest disagreement | The hosts pushing back | Why |
|---|---|---|---|---|---|---|
| Anthropic's Market Impact and Software Stock Re-Pricing | 7 | 1 | 1 | 2 | Chamath breaks down equity markets shifting from 'when' to 'if' concerning software cash flow durability, citing tactical de-grossing, WACC adjustments, and P/E multiple compression across tech sectors. The hosts maintain a collaborative analytical dynamic with minor clarifying questions. | |
| The Viral Citrini Report and Science Fiction Narratives | 7 | 2 | 2 | 3 | Sacks cites recent disclosures linking the viral Citrini Substack report co-authorship to a short fund holding positions in named equities, while contextualizing SaaS historical 120% net dollar retention metrics. Sacks and Chamath push back against panic-driven narratives by contrasting sci-fi takes with financial mechanics. | |
| Consumptive Capacity Limits vs. Knowledge Work Transitoriness | 6 | 2 | 3 | 6 | Friedberg theorizes that knowledge work may be a transitory phenomenon and questions whether consumer capacity limits exist when productivity explodes. Sacks sharply interrupts and pushes back, demanding empirical evidence and dismissing Friedberg's thesis as another speculative science fiction take. | |
| Jevons Paradox, Engineering Demand, and Agent Automation | 7 | 2 | 2 | 3 | Sacks presents Citadel job data and invokes Jevons Paradox via Aaron Levie to explain why developer demand expands as software costs drop. Calacanis provides concrete internal firm examples of deploying OpenClaw agents to automate sales development, thumbnail optimization, and internal software building. | |
| Tech OpEx Compression, Stock-Based Comp, and Value Capture | 7 | 1 | 2 | 3 | Chamath details how tech companies must eliminate stock-based compensation cash drain to build multi-year cash reserves during AI transitions. Calacanis and Sacks discuss value capture shifting across layers as internal agent builds replace traditional SaaS vendors. | |
| Psychological Biases in AI Debates and Real-World Constraints | 7 | 1 | 2 | 2 | Sacks analyzes cognitive biases in AI debates, noting how dystopian narratives exploit the seen vs unseen heuristic and fixed-pie fallacies. Chamath and Sacks outline physical infrastructure constraints on scaling tokens including power, land, and chip availability. | |
| Regional Backlash Against Data Centers and Revenue Losses | 8 | 1 | 1 | 2 | Chamath presents structured data on 25 canceled data center projects and 100 facing opposition, converting canceled gigawatts into an estimated $130 billion in lost industry revenue. The dynamic is analytical and informative with minimal inter-host conflict. | |
| AI Data Center Power Needs and Utility Business Models | 8 | 1 | 2 | 3 | Sacks outlines Trump's Ratepayer Protection Pledge requiring hyperscalers to fund co-located power to protect residential utility bills. Chamath explains utility monopoly business models, detailing how Public Utility Commission CapEx return guarantees incentivize infrastructure spending that raises consumer prices regardless of AI data centers. | |
| Permitting Delays, Environmental Lawsuits, and Infrastructure Barriers | 7 | 1 | 3 | 4 | The panel discusses environmental litigation bottlenecks, citing six plaintiffs delaying Micron's $100B fab in NY and lawsuits blocking Nevada lithium projects. Friedberg pushes back with a broader socio-economic frame, arguing that public resistance stems from perceived wealth concentration and lack of broad community benefits. | |
| State of the Union Highlights and the Immigration Stand | 5 | 1 | 4 | 4 | The panel analyzes Trump's State of the Union speech and plays a audio clip where Trump challenges Congress to prioritize American citizens over illegal aliens. Calacanis pushes back against Chamath and Sacks's partisan framing by arguing for nuanced policy combining border enforcement with legal pathways. | |
| Debate on Political Hyper-Partisanship and Counterpunching Rhetoric | 6 | 2 | 6 | 7 | Calacanis and Sacks engage in a sharp disagreement over political polarization. Calacanis refuses Sacks's premise that Democrats are solely responsible for political dysfunction, labeling Trump a 'divider in chief' whose counterpunching doctrine destroys bipartisan cooperation, while Sacks defends Trump's positions as mainstream 80/20 issues. | |
| Federal Deficit Concerns and Science Corner Transition | 9 | 2 | 1 | 2 | Friedberg delivers a science breakdown on Life Biosciences receiving FDA approval for human trials using Yamanaka factors delivered via AAV vectors to reverse retinal cellular aging. He educates the hosts on epigenetic reset mechanisms and the engineered doxycycline ON/OFF switch. | |
| SCOTUS Tariff Ruling, Global Trade Imbalances, and Political Lawfare | 8 | 1 | 5 | 6 | Sacks analyzes SCOTUS's 6-3 tariff decision and outlines Kavanaugh's dissent as a legal roadmap for Sections 301 and 338 tariff authority. Calacanis pushes back against one-sided political rhetoric, arguing that political lawfare is practiced by both major parties and calling for executive-legislative compromise. |
Statements from this episode (31)
Calacanis: Legal software stocks dropped 10% following Anthropic AI release
“Thomson Reuters, LexisNexis, LegalZoom, all down at least 10% since February third.”
Calacanis: COBOL code runs 95% of US ATMs and Social Security payments
“It runs 95% of ATMs in the US, and it powers Social Security payments.”
Chamath: Markets now question if software cash flows are durable at all
“We used to debate when. This is no longer a when moment. The market is very much in an if mode. Are these cash flows durable at all?”
Calacanis: Financial stocks fell up to 8% following viral AI report
“After this piece came out, which speculated that agents would get rid of all the three percent interchange fees and move everybody to settle transactions on stablecoins, all the financial stocks got hit on Monday. Amex down eight percent, Capital One down eigh…”
Sacks: Viral AI doomer report updated co-authorship to include short fund
“There's some information that just came out that the attribution of the article has been amended, meaning the coauthors have been amended to include a short fund that was shorting some of the names mentioned in the article.”
Sacks: AI will not eliminate Salesforce but could limit growth
“What if it doesn't eliminate, I don't think AI is going to get rid of Salesforce, but it could eat into their growth opportunity.”
Friedberg: Humans need 10% annual purchasing power growth to be happy
“Humans have this desire to improve their livelihoods by roughly 10% every year. Meaning, like, your income and your ability to purchase stuff that's new relative to where you were last year has to go up by 10% for you to be happy. If it's less than 10%, you're…”
Friedberg: Knowledge work may be a transitory phenomenon before AI
“It may be the case that knowledge work in general is also a transitory phenomenon that only existed between the foundation of the computer or computing tools and the existence of AI, generally speaking.”
Sachs: Anthropic has a software engineer job listing paying $570k
“Anthropic right now has a job listing for a software engineer on their website right now for 570,000 dollars.”
Sachs: Citadel report shows software engineer job postings up 10% YoY
“Job postings for software engineers are rapidly rising. They're showing, I think it was roughly a 10% year-over-year increase in the demand for software engineers.”
Chamath predicts corporate OpEx will plunge while tech share of OpEx surges
“I would expect OpEx as a percentage of revenue to fall off of a cliff, but within that OpEx, the percentage of it that you allocate to technology and technology related things probably goes way, way up than what it is today.”
Calacanis: LAUNCH will not add headcount due to AI productivity gains
“No, no. We're not going to add more people. Definitely not adding people.”
Chamath: Tech companies burn free cash flow fighting stock-based comp dilution
“And so I kind of think like at some point the next shoe will drop and all of these tech companies have to really look at stock based comp because they literally incinerate most, if not all of their free cash flow fighting the dilution from stock based compensa…”
Calacanis: Deploying Kimi 2.5 drastically reduced LAUNCH's token bills
“Like this week we put up Kimi, 2.5. It can do about 80, 85% of the jobs. So we lowered our token bills massively when we stood that up.”
Sacks: Infrastructure constraints will slow AI economic disruption over next few years
“And also one other constraint is going to be that at some point here, we may be token constrained, right? I mean, we may not have enough energy like we've talked about, Even though the chips are getting so much better that tokens per second, tokens per watt, a…”
Chamath: AI output token prices will fall 90% by end of 2026
“I think you're going to see a 10 axing in The demand for tokens, but I also think you're going to see a 90% price reduction in the cost of an output token, probably by the end of this year.”
Chamath: 100 US data center projects face local opposition
“There are a hundred data center projects right now that are facing some form of local opposition.”
Chamath: 7GW of data centers could be canceled in 2026
“This year coming in 26, we have about seven that could be canceled if you use this map.”
Chamath: OpenAI CFO Sarah Friar says 1GW equals $10B revenue
“OpenAI, Sarah Fryer said this, that every gigawatt for her, for OpenAI, is about ten billion of revenue.”
Sacks: Ratepayer protection pledge could lower consumer electricity prices
“With this rate payer protection pledge, what you're going to see is that it could actually bring down consumer prices, because what happens is that when these data centers then set up their own power and connect to the grid, they can give back the excess to th…”
Friedberg: Restricting US data center expansion will shift economic value overseas
“If we don't put them here, someone else will put them on their shores, someone else will put them in their country, someone else will put them in their jurisdiction, and a lot of the economic value that arises from the people that will build those facilities, …”
Calacanis: AI data center water depletion concerns are a total hoax
“The water thing is a total hoax. Like the water is recirculated. That's a hoax.”
Calacanis: Micron's $100B New York Fab Took 1,200 Days to Break Ground
“Micron has a hundred billion dollar mega fab in New York, and there's a lawsuit by six, one, two, three, four, five, six concerned citizens. And the project has taken 12, 1200 days, 1200 days between their announcement and the groundbreaking, and they spent 61…”
Calacanis: Tesla Built Its Texas Gigafactory in Under 18 Months
“Elon built his factory here, the Gigafactory, in under, like, 18 months.”
Chamath: Judge Ordered Greenpeace to Pay $350M Over Pipeline Protests
“A North Dakota judge just said that he's going to order Greenpeace to pay damages that should total almost three hundred and fifty million dollars in connection to those protests.”
Friedberg: David Sinclair sold a company to GSK for $720M on failed resveratrol claims
“Years ago he sold a company to GSK saying resveratrol would reverse aging and, you know, he made seven hundred twenty million dollars on that and it didn't end up working”
Friedberg: Life Biosciences secured FDA agreement for first human Yamanaka factor trial
“He's a co-founder of a company called Life Biosciences, and they've reached a major agreement with the FDA to be the first company to treat humans with Yamanaka factors.”
Friedberg: Over a dozen startups are developing Yamanaka factor therapies
“There are now over a dozen startups that are trying to deliver Yamanaka factors, which are these proteins or some other sort of protein that can actually reverse aging by restoring the epigenome and cells and make them young again.”
Sacks predicts future administrations will maintain tariffs
“And I predict That future administrations, whether they're Republican or Democrat, will keep some version of the tariffs in place, but I think that they will be ultimately popular on a longstanding basis.”
Chamath: Tariffs will ultimately create more equality for American workers
“We had a hollowed out manufacturing class, and we have a hollowed out middle class, and the tariffs will create more equality for the American worker in the end.”
Calacanis predicts Donald Trump will lose the midterms
“I think Trump's gonna lose the midterms, and we're gonna get to more chaos again, and it, we might as well start this reconciliation process of these two sides stopping their law for against each other and working together for the American people on the import…”