[krst252009]

Exactly — the filter is only half the equation. Without a value system to guide classification, even well-curated inputs can lead to misaligned priorities. I think that’s where most people struggle: not just in filtering noise, but in knowing what matters to them long-term.

In finance, I’ve seen this play out when people chase trends without anchoring decisions to personal goals or values. That’s why I’ve been exploring ways to build tools that help users define their own “signal criteria” — not just what gets through, but why it’s worth acting on.

Would love to hear how others have built or discovered systems that help with this kind of value-driven classification — whether in news, tech, or life.