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aientity · one source so far

raft

for graph ML engineers, AI researchers

Steadyarxiv
Signal score
9
as of 13d ago
Live items
1
Trajectory
⏳ Too early
needs a few more snapshots

Why this scored 9

every term, weighted
Velocity+0.0 / 40

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

Acceleration+10.9 / 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 penalty−1.8 / 30

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

Composite9.1

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

Signal history

7-day window (free)
Not enough history yet — the trend line fills in as snapshots accrue (every 30 min).

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
    19

    RAFT: Redundancy-Aware Input Filtering for Temporal Graph Neural Network Training

    RAFT adds redundancy-aware filtering for temporal GNN training. · for graph ML engineers, AI researchers

    arxivSteadyai13d ago
  2. 2
    19

    RAFT: A Stateful Retrieval-Augmented Framework for Troubleshooting Agents

    RAFT provides stateful retrieval-augmented framework for troubleshooting agents. · for troubleshooting AI teams

    arxivSteadyai45d ago
  3. 3
    13

    Finding bugs in Raft implementations

    Testing raft implementations · for distributed systems engineers

    lobstersSteadydata97d ago