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aientity · one source so far

amd mi300x

for ml engineers, cloud ops

Steadydevto
Signal score
4
Live items
1
Trajectory
Cooling
7-day est. ~0

Why this scored 4

every term, weighted
Velocity+0.0 / 40

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

Acceleration+11.2 / 25

Whether that velocity is itself speeding up, as a per-hour rate

Cross-source spread+0.0 / 25

How many independent communities its own items come from

Recency+0.0 / 10

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

Saturation penalty7.4 / 30

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

Composite3.9

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

low confidence · estimate, not a guarantee

7-day

~0

range 012

14-day

~0

range 014

30-day

~0

range 019

Signal history

7-day window (free)
061

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. 1
    18

    Serving Gemma 4 on an AMD MI300X: What $1.99 an Hour Buys

    Shows how to run Gemma 4 inference on AMD MI300X for about $2/hour, lowering compute costs. · for ml engineers, cloud ops

    devtoSteadyai2d ago
  2. 2
    18

    An MI300X Over MCP: What the Matrix Cores Execute, and What They Don't

    Analyzes AMD MI300X matrix cores performance for machine learning workloads. · for ML engineers

    devtoSteadyhardware3d ago
  3. 3
    11

    DeepSeek V4 Flash on a Single AMD MI300X

    DeepSeek V4 on AMD MI300X · for hardware engineers

    hackernewsSteady 2 · deepseekhardware47d ago