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Built by (mostly) Real People
Ideas from the builders behind our AI, data, and automation work.
We share experiments, playbooks, and battle-tested lessons learned while shipping systems for clients.
Apr 9, 2026 • 7 min read
Breach-Resilient Cloud Photos via ML “Encryption”: The Irreversibility Angle
Alshival research note: our publication frames ML encrypt/decrypt as a breach-resilience theory in which cloud-vault artifacts come from a stochastic, information-losing process, making reconstruction dependent on trusted-device models …
Apr 10, 2026 • 4 min read
Remote ID Isn’t Paperwork Anymore—It’s a Systems Constraint
Drone autonomy is sprinting ahead, but the U.S. compliance floor just rose. Remote ID enforcement is becoming the new “minimum viable flight,” and it’s going to reshape how …
Apr 8, 2026 • 3 min read
Open-Source Speech Is Back (and It’s a DevTools Primitive)
Cohere’s new open-source Transcribe model is a reminder that the hottest "AI app" feature is often just a sharp, boring primitive shipped well. If you build developer tools, …
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