Pushing the frontier while locking down safety at the same time is exactly how AI should be built. Putting the strongest cyber defense tool in the hands of defenders first, before anyone else, is the only responsible call for a frontier system's release. Rapid-fire progress paired with voluntary government testing proves speed and caution can coexist.
A shiny new system name doesn't mean much when the gains over the last version are razor thin and every rival lands in the same neighborhood. Company-picked benchmarks make a lousy substitute for letting real users test the thing. And a system nobody can actually use, with a fuzzy timeline and a discount that won't last, looks more like hype than a launch.
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