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Architectural variations: rank-1/low-rank projections, factorized embeddings, custom positional encodings, alternative norms

"Tuning frictional behavior on the fly has been a long-standing engineering dream," said co-author Katia Bertoldi of Harvard University. "This new insight into how surface geometry governs slip pulses paves the way for tunable frictional metamaterials that can transition from low-friction to high-grip states on demand.” In addition, the dynamics revealed by these results are similar to those of tectonic faults and thus give scientists a new model for the mechanics of earthquakes, according to their new paper published in the journal Nature.

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"Had I not have heard [the smoke alarm], I would have just been in there," says McConnell. "They are essential, absolutely essential."

There’s a whole ecosystem of secrets management tools — Doppler, Infisical, HashiCorp Vault, SOPS, dotenvx. They’re all good, and if you’re running a team of 50+ engineers you should probably be evaluating them.

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February 27, 2026 at 12:47 PM UTC