Signalcrest
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aientity · corroborated across sources

inkling

for ai researchers, dev teams

Steady

0

signal score

1

live items

Steady

7-day est. ~0

huggingface

Why this scored 0

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+1.4 / 10 max

Decays to zero over 14 days

Saturation penalty17.0 / 30 max

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

Composite-15.6 → clamped to 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

high confidence · estimate, not a guarantee

7-day

~0

range 00

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. 113

    Inkling: Our Open-Weights Model

    Open-weights model — for ai devs

    hackernewsaiSteady🔗 2 · inkling12d ago
  2. 29

    Inkling – Open-Weights 975B Parameter LLM

    Large LLM model released — for ai researchers

    hackernewsaiSteady🔗 2 · inkling11d ago
  3. 34

    thinkingmachines/Inkling (image-text-to-text)

    New image-text model — for ai researchers, dev teams

    huggingfaceaiSteady19 saturated12d ago
  4. 40

    thinkingmachines/Inkling-NVFP4 (image-text-to-text)

    image text model — for ai researchers

    huggingfaceaiSteady7 saturated7d ago
  5. 50

    unsloth/inkling-GGUF (image-text-to-text)

    New image-text model — for ai researchers, dev teams

    huggingfaceaiSteady8 saturated10d ago