John Karpentar

John Karpentar

Covers artificial intelligence for Edgewisely — model releases, pricing moves and the vendor landscape. Writes the comparative roundups, which rank products on published evidence, not vendor claims.
Anthropic's IPO Gambit

Anthropic's IPO Gambit

How the Claude maker's march toward a public listing is forcing Wall Street to price a company on revenue it hasn't earned yet.
John Karpentar AI 5 min read
Anthropic's Profit Test

Anthropic's Profit Test

How Anthropic's first operating profit reframes the debate over whether frontier AI can ever pay for itself—and why the definition of "profit" is doing heavy lifting.
John Karpentar AI 6 min read
DeepSeek's Price Reversal

DeepSeek's Price Reversal

How the company that ignited the AI price war just raised its own prices by as much as 1,100% — and what that says about the real economics of cheap intelligence.
John Karpentar AI 6 min read
DeepSeek Ends the Price War

DeepSeek Ends the Price War

How the startup that made AI absurdly cheap is now raising prices, and what its retreat reveals about the real limits of low-cost intelligence.
John Karpentar AI 6 min read
Washington's $5 Billion AI Bet

Washington's $5 Billion AI Bet

How the Genesis Mission turns the U.S. government into one of the largest customers and backers of AI for science, and what it means for industry.
John Karpentar AI 5 min read
The AI IPO Race Splits in Two

The AI IPO Race Splits in Two

How OpenAI and Anthropic filed for the public markets within a week of each other, offering Wall Street two opposite theories of how to build an AI company.
John Karpentar AI 6 min read
Anthropic's $6 Billion Decart Bet

Anthropic's $6 Billion Decart Bet

How a reported Decart acquisition signals that the AI arms race is quietly shifting from building bigger models to serving cheaper tokens.
John Karpentar AI 7 min read
Meta's Open-Weight Gambit

Meta's Open-Weight Gambit

How Zuckerberg's decision to give away Meta's best model reframes the open-versus-closed fight and turns it into a contest with China.
John Karpentar AI 6 min read
Cognition's $40 Billion Sprint

Cognition's $40 Billion Sprint

How an AI coding startup's valuation tripled in a year, and what that velocity says about the real price of software.
John Karpentar AI 6 min read

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