Exponential View

Exponential View

🔮 39 charts on Anthropic, one-person biotech firm & cheap solar #608

Your Sunday briefing on AI and exponential technologies

Azeem Azhar and Marija Gavrilov
Nov 01, 2026

Hi all,

Welcome to the Sunday edition. This week:

  • Is Anthropic a real business? We dissected Anthropic’s IPO pitch in 39 charts.

  • The new company: bigger, smaller, faster.

  • Sunrise in America

  • Also: New materials, GLP-1s & psychedelics++


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The unbounded firm

Every firm has its boundary. Back in 1937, Ronald Coase argued that the limit is defined at the point when the cost to do a task in the market is lower than doing it inside the firm. Most inventions- the ledger, telegraphy, copy paper, the internet- cut internal and external costs, so the boundary can move in both directions. Now, Alex Imas and colleagues ask what happens when we introduce AI agents in the mix.

Unlike humans, AI agents could share the same reasoning patterns (the model weights) and the same working state. Nothing leaks in handoffs from one agent to the next (and nothing is angling for a promotion). This might give rise to “supercooperative firms”, where bigger becomes better at every scale, possibly leading to giant AI-run firms in deep, large markets.

Strength in numbers

Arguably, this trend is long underway, as Kwon and others point out. The largest 1% of American firms held 97% of corporate assets in 2018.

Before agents, they might be giants

AI might amplify this. AI-capable firms will be able to enter many markets, as Anthropic is in coding, bio, legal, and finance, and be able to scale horizontally past the traditional Coasian boundary. AI is a technology more likely than not to accentuate this trend. We might need new rules for dealing with such enormous entities.

See also: Microsoft is making way for the machines where I explore what be behind the tech company’s massive voluntary exit program.


The solo biotech

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