Cascade Builds Full Stack for Time-Series Intelligence: Models, Evidence, and Agent Actions
bittingthembits · x · 2026-08-25
Cascade addresses the high-stakes problem of time-series forecasting by building a complete full stack:
- TSBench-Forge: Provides benchmark evidence.
- Ephemeris: Handles model access and routing.
- Gnomon: Turns forecasts into agent-ready actions.
This week, the SN91 competition introduced key updates: rounds now mix domains randomly to prevent memorization; close calls send up to 3 finalists to a championship round; winning models compound from where they left off; and infra failures no longer eliminate participants.
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