Signalcrest
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aientity · corroborated across sources

language model

for ai researchers

Steady

4

signal score

1

live items

Steady

7-day est. ~1

arxiv

Why this scored 4

every term, weighted
Velocity+0.0 / 40 max

Engagement per hour, normalized against the fastest item on 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 are talking about the same entity

Recency+4.9 / 10 max

Decays to zero over 14 days

Saturation penalty0.9 / 30 max

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

Composite4.0

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

Outlook

low confidence · estimate, not a guarantee

7-day

~1

range 11

14-day

~0

range 00

30-day

~0

range 00

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. 149

    Audio-Native Speech Recognition with a Frozen Discrete-Diffusion Language Model

    Improves speech recognition — for ai researchers

    arxivaiSteady12d ago
  2. 29

    Selective State-Space Adaptation and Retrieval for Language Model Reasoning

    Language model reasoning — for ai researchers

    arxivaiSteady5d ago