@scarcityscale

Bitcoin for better savings. AI to expand what one person can build. Investing in the infrastructure behind both. By @mitch_kochman

 Brooklyn
Joined October 2026
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AI agents are making an old Bitcoin argument newly practical: who gets to decide how we use our money? I wrote about why permissionless money matters as software takes on more of our economic lives. scarcityandscale.com/ai-agen…

AI Agents Are Making the Case for Bitcoin

An AI agent can research a business, build a product and figure out what to do next. But when that next step requires paying for something, it runs into a very human problem. Someone has to give it...

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We’ve opened Pandora’s box. AI is making attacks faster, while defense still depends on people reviewing changes and shipping fixes. AI is the only way to keep up. But how long can that human bottleneck hold? AI Can Find the Bugs. Who Fixes the Internet? scarcityandscale.com/ai-cybe…

AI Can Find the Bugs. Who Fixes the Internet?

AI is accelerating the search for vulnerabilities. The harder question is how quickly people can get reliable repairs into use.

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