Signalcrest
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aientity · corroborated across sources

deepseekai

for ai researchers

Steady

45

signal score

2

live items

Cooling

7-day est. ~36

huggingface

Why this scored 45

every term, weighted
Velocity+40.0 / 40 max

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

Acceleration+0.0 / 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+8.5 / 10 max

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

Saturation penalty3.1 / 30 max

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

Composite45.4

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. Full methodology

Outlook

low confidence · estimate, not a guarantee

7-day

~36

range 3537

14-day

~32

range 3134

30-day

~31

range 2933

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. 145

    deepseek-ai/DeepSeek-V4-Flash-0731 (text-generation)

    Text generation — for ai researchers

    huggingfaceaiSteady2d ago
  2. 20

    deepseek-ai/DeepSeek-V4-Flash (text-generation)

    New text generation model — for ai researchers

    huggingfaceaiSteady20 saturated1d ago