All-In with Chamath, Jason, Sacks & Friedberg

Bayer has paid out $16B to date in Roundup/glyphosate lawsuits, reserved $10B on its balance sheet, and still faces 90,000 outstanding cases — with the Supreme Court case potentially determining whether federal EPA labeling preempts state failure-to-warn laws.

Retatrutide (phase 3 trial data from Eli Lilly) showed average weight loss of 37 pounds in 40 weeks vs. 6 pounds on placebo, non-HDL cholesterol down 27%, triglycerides down 41%, liver fat reduced 80%, and A1C dropping from 7.9% to 6% — with projected FDA approval around mid-2027.

An MIT paper demonstrated that neural network pruning techniques can reduce model size by 90% with the same accuracy, cutting inference costs by 10x — meaning 10x more AI output per unit of data center energy.

Chamath predicts hyperscalers will increasingly resort to financial engineering — taking on debt, term loans, and complex capital structures — as capex balloons and free cash flow evaporates, making them look more like asset-heavy industrials than software companies in 5 years.

Free cash flow at the major hyperscalers is being severely pressured by capex: Amazon's FCF fell 97%, while Microsoft and Meta each fell 12% and 8% respectively as they prioritize infrastructure investment.

Google Cloud grew 63% year-over-year on $20B+ in quarterly revenue, and Google reported that 75% of GCP customers are now users of Vertex AI, signaling Google leads or ties for first place in enterprise AI.

The four major hyperscalers — Amazon, Google, Microsoft, and Meta — are collectively guiding toward approximately $700B in annual capex, with combined 2026 capex guidance of ~$580B across just those four companies.

Compute scarcity benefits hyperscalers — specifically Oracle, Meta, Microsoft, and Google — over pure-play AI labs like OpenAI and Anthropic, who must trade equity and control for compute access.

The primary constraint on AI revenue and user growth is not demand but power and compute supply, with less than half of announced gigawatt capacity actually built due to supply chain delays and regulatory red tape.

OpenAI's GPT-5.5, built on a new base model called 'Spud,' is the first base model upgrade in over a year and is receiving strong reviews from developers and coders, with coding usage shifting from Claude to GPT-5.5.

Claude Opus 4.7 is widely considered a disappointing release, with developers rolling back to 4.6 due to complaints about compute cost, slower output, and bugs.

OpenAI missed its target of 1 billion weekly active users before end of 2024, and also missed its revenue target for ChatGPT, with the company running at a $20–30B annualized revenue run rate.

The federal IMD rule bars Medicaid reimbursement to mental health facilities with more than 16 beds, making large-scale psychiatric care economically unviable; California has not applied for the available Trump-era IMD waiver that many other states have used.

California's top income-tax rate of 9.3% kicks in at income levels that are officially classified as 'low income' in many California counties, where the threshold is approximately $100,000.

70% of CEQA lawsuits target housing projects, and most are filed by unions to extract project labor agreements — effectively a legal mechanism that closes job sites to non-union labor and mandates wages two to three times market rate.

California's housing construction costs two to three times more than neighboring states, driven by CEQA litigation abuse, union prevailing-wage mandates, and climate-related building requirements like mandatory EV charging and solar installations.

A proposed California billionaire wealth tax would be catastrophic for the tech ecosystem and could accelerate an already-underway business exodus from the state.

California's prison population has fallen from a peak of roughly 165,000 in 2006 to about 93,000 today, and Hilton argues this reduction has created a cascading 'catch-and-release' dynamic that undermines local law enforcement.

Mississippi achieves dramatically better educational outcomes than California at roughly one-third the per-student spending, driven largely by mandatory phonics instruction and a third-grade reading retention policy.

California spends roughly $27,000 per student annually — near the highest in the nation — yet only 47% of students meet basic English/reading standards and only 35% meet basic math standards.

California now imports approximately 80% of the oil it consumes, with Iraq as the number-one supplier, up from near self-sufficiency before the 2006 Global Warming Solutions Act — a shift that directly drives the state's elevated gas prices.

A Cal DOGE-style audit estimated roughly $425 billion in total fraud, waste, and abuse over the last five years in California state spending — approximately $80 billion per year, or around 20% of the annual budget.

California's state budget has nearly doubled over the last 10 years, rising roughly 75% in just the last 5 years, making the proposed tax cuts achievable by simply reverting to pre-pandemic spending levels.

Over a third of Californians cannot afford to meet basic needs, according to a United Way assessment conducted roughly two years prior to the episode.

SaaS seat-based pricing is structurally broken for the agentic era: enterprises that previously needed 50 Workday seats now need 2, because agents act as the interface — implying catastrophic revenue compression for per-seat SaaS businesses at scale.

The SPLC has been indicted on 11 counts of wire fraud and money laundering, with allegations that it secretly paid over $270,000 to an informant (F-37) who was in the online leadership chat that planned the 2017 Charlottesville Unite the Right rally and helped transport attendees.

County-level pesticide application data for picloram correlated strongly with colorectal cancer incidence across five U.S. states (California, Connecticut, Iowa, New Mexico, Utah) — with a high odds ratio — supporting a causal hypothesis, not just correlation.

A new peer-reviewed study out of Barcelona identified the pesticide picloram — a Dow Chemical-developed herbicide used widely near roads, railroads, and ranchland since 1963 — as the top epigenomic signal differentiating colon cancer in patients under 50 versus over 70.

Tim Cook shrank Apple's share count by approximately 44% during his tenure while returning virtually zero capital to shareholders under Steve Jobs — framing Cook as an exceptional capital allocator even if not a product innovator.

Kevin Warsh, in his Fed chair confirmation hearing, argued that AI is delivering genuine economic deflation — not from cost-cutting but from productivity — but warned of a lag where levered sectors (like SaaS) get impaired before the broader economy expands.