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aientity · corroborated across sources

deepseekv4-pro

for ml engineers

Steady

0

signal score

as of 1d ago

1

live items

Cooling

7-day est. ~0

huggingface

Why this scored 0

every term, weighted
Velocity+0.0 / 40 max

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

Acceleration+12.2 / 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+1.1 / 10 max

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

Saturation penalty15.8 / 30 max

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

Composite-2.5 → clamped to 0

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

medium confidence · estimate, not a guarantee

7-day

~0

range 04

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. 10

    deepseek-ai/DeepSeek-V4-Pro-0813 (text-generation)

    DeepSeek releases V4 Pro model for high-quality text generation. — for ml engineers

    huggingfaceaiSteady16 saturated14d ago