JudgeCast
Time series forecasting with experience-informed covariate judgments
Forecast origin–
Frozen TSFM–
Frozen LLM–
Ready
  1. 1Base forecast
  2. 2Judgment
  3. 3Adjustment
  4. 4Observation
  5. 5Construction
  6. 6Memory update
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Observed TSFM base forecast JudgeCast forecast Observed residual Alternative judgments
Known-future covariates
covariate-wise judgments are placed on the horizon steps they cover
Experience memory
0 validated experiences · accumulated from preceding windows
Agent trace
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Space play · R restart · H hide