Quantum Timelines Just Accelerated

For decades, quantum cryptanalysis was a “eventually, maybe” problem. Somewhere past 2050. Far enough away to be theoretical.

Three papers in twelve months changed that. Not faster hardware. Better math. And consequences that arrive sooner than expected. We’re on the cusp of the quantum era, and the question has become how fast can we be ready.

Gidney and Schmieg at Google Quantum AI (May 2025) showed through simulation that RSA-2048 could be broken with under 1 million qubits instead of 20 million. That’s a 20x improvement over Gidney’s own 2019 estimates through better compilation and arithmetic. The algorithms improved instead of a hardware breakthrough.

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Cabin Pressure

April 4, 2026

A water bottle, a laptop, and thirty minutes of quiet airborne dread.

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The Agent Did What?!

April 3, 2026

Agent frameworks are npm packages. Zero-knowledge proofs can be the cryptographic foundation that hold agents accountable for their actions when something goes wrong.

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Familiar Security Failures, AI Acceleration

March 28, 2026

The near-term AI security problem is not only model behavior. It is the routing, scanning, and orchestration layers that now sit in privileged positions across real systems.

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The Loop is Closed. The Oversight is Not.

March 21, 2026

Adding a human review step to AI-assisted development is the right immediate response. The problem is what happens when organizations treat it as the destination.

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