The biggest news in tech this week: - Anthropic IPO: Help or hurt the ecosystem? - Cognition raises $1B at $26B - Uber puts “$1,500 budget” on tokens - Kirkland & Ellis Spend $500M to Build Own Legora/Harvey I sat down with @jasonlk and @rodriscoll to discuss everything that happened this week and condensed my notes below: 1. The Global Cash Grab Has Begun Boards and founders are waking up to the staggering capital required to win the AI infrastructure war. Timelines are accelerating massively across both private and public markets as companies scramble for runway. The smartest players are aggressively front-running the queue to lock down massive balance sheets while the capital window is wide open. 2. The Realignment of Venture Scale Hyper-growth AI frontrunners have completely shattered traditional expectations of company scale. Investors are aggressively filtering out smaller, capped markets that fail to move the needle for a fund. To get a top-tier VC excited today, you must prove a path toward an exceptionally large, concentrated position size. 3. The Death of the "Stay Private Forever" Myth The era of hiding behind private valuations to protect an unverified narrative is completely over. The largest AI players are rushing toward public listings to secure massive tranches of capital. When your financials are stripped bare, the artificial mystery evaporates and transparent execution takes over. 4. Software is No Longer a CapEx-Light Game The foundational unit economics of the world's most profitable giants are fundamentally breaking. Historically light, cash-generating software machines are transforming into capital-intensive operations that eat billions for data center buildouts. This massive infrastructure burden will compress margins over the medium term. 5. Tokens Are Eating Seat Licenses for Breakfast Enterprise software budgets have entered a brutal, zero-sum fracture. Organizations are aggressively slashing classic human per-seat software licenses to free up cash for soaring compute and inference costs. If your platform doesn't power automated, agentic systems, your budget line item is an immediate target. 6. Compute Budgets Will Replace Humans Elite engineering talent will walk out the door before they tolerate being forced onto subpar AI models due to cost containment. Consequently, tech leaders are making rigid workforce trade-offs. Leaders are actively shrinking supportive roles and QA departments to hand their best developers unlimited compute power. (links below)

Breaking News: A rocket built by Blue Origin, the Jeff Bezos-owned space company, blew up on the launchpad during a test in Florida. The failure is a setback for several missions. nyti.ms/4ffp4QT

Allbirds, the shoe brand, now says it's an AI compute company.

A group of Harvard students told Jeff Bezos he was going to fail

Old model: Give 20% to VCs at Series A, spread a 10-20% option pool across 30 heads - each person gets 0.25-1.5%. AI-native model: Skip the round entirely. Founders hold majority. If you need more folks, vest them at 3-5% each. Smaller teams, bigger stakes.

been saying this