Signalcrest
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aientity · corroborated across sources

m87

for ai devs

Steady

1

signal score

1

live items

Too early

trajectory — needs a few more snapshots

huggingface

Why this scored 1

every term, weighted
Velocity+0.0 / 40 max

Engagement per hour, normalized against the fastest item on its own source

Acceleration+0.1 / 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 are talking about the same entity

Recency+6.4 / 10 max

Decays to zero over 14 days

Saturation penalty5.2 / 30 max

Subtracted once something is big and old — we rank what's next, not what's peaked

Composite1.3

Weights are hand-tuned, not learned — we're calibrating them against realized trends as history accumulates. On a topic's first sighting there's no previous reading to compare against, so acceleration starts from a neutral prior rather than a measurement. Full methodology

Signal history

7-day window (free)
Not enough history yet — the trend line fills in as snapshots accrue (every 30 min).

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. 10

    mgwr/M87 (text-to-image)

    Text-to-image model improves — for ai devs

    huggingfaceaiSteady14 saturated13d ago