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I'm always happy to hear from people building thoughtful things — potential collaborators, engineers who care about hard problems, founders, investors, or anyone who read something here and wanted to push back on it. LinkedIn is the surest way to reach me.

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Building something in voice, AI, or perception? You can also find my work at Kugelblitz. A couple of these handles are placeholders I'm still setting up.