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Signalcrest
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aientity · corroborated across sources

evidence locker

for llm developers

Steady

19

signal score

as of 14h ago

1

live items

Steady

7-day est. ~19

devto

Why this scored 19

every term, weighted
Velocity+0.0 / 40 max

Its fastest-moving item, measured against the pace of its own source

Acceleration+11.3 / 25 max

Whether that velocity is itself speeding up, as a per-hour rate

Cross-source spread+0.0 / 25 max

How many independent communities its own items come from

Recency+8.2 / 10 max

Decays to zero over 14 days, counted from when we first saw it

Saturation penalty1.0 / 30 max

Subtracted once something is big and old — sized by its biggest item, aged from when we first saw it

Composite18.5

Weights are hand-tuned, not learned — we're calibrating them against realized trends as history accumulates. On an entity's first sighting there's no previous reading to compare against, so acceleration starts from a neutral prior rather than a measurement, and velocity falls back to engagement over its whole lifetime until a second reading exists. Full methodology

Outlook

low confidence · estimate, not a guarantee

7-day

~19

range 031

14-day

~19

range 034

30-day

~19

range 038

Signal history

7-day window (free)

— — projected trajectory (estimate, not a guarantee)

The evidence

The live items this entity's score aggregates — every community independently talking about it right now. This is the corroboration, shown, not claimed.

  1. 118

    The honest boundary of argument-space verification — and what the Evidence Locker adds

    Evidence Locker adds argument-space verification for LLM agents, improving testing rigor. — for llm developers

    devtoaiSteady3d ago
  2. 215

    Unboxable in Tech: The Evidence Locker

    devtoSteady49d ago