The useful agent isn’t the one that can consume the most data. It’s the one whose system can show exactly what it measured, how it measured it, and what remains uncertain. Start with the evidence cont
Views
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Views
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Loading velocity curve…
—Views / houraverage velocity since it published
—Peak velocitythe hottest sustained views/hr it ever hit
—vs. their normalpace relative to this creator's own baseline
—Engagementlikes per view — real engagement is hard to fake
—Agehow early Slope caught this surge