active2026.07.16
Current iPulse AI production methodology
The active public methodology covers governed multi-agent configurations, reusable prompt assembly, global context, forecast horizons, consensus scoring, Top Picks, Asset Snowflake analysis, model lineage, and data provenance.
- Effective from
- July 16, 2026
- Last production validation
- July 16, 2026
Active components
- - Governed AI Agent configuration registry
- - Reusable prompt assembly
- - Global macro and fundamental context
- - Thinker and Researcher execution modes
- - One-year and five-year forecast horizons
- - Multi-agent consensus scoring
- - Top Picks ranking and filtering
- - Asset Snowflake risk and resilience analysis
- - Forecast configuration lineage
- - Public-first methodology documentation
Experimental
- - Expanded cross-asset portfolio construction
- - Formal forecast calibration and performance releases
- - Additional frontier model and execution-mode comparisons
Deprecated
- - Legacy single-answer methodology descriptions without configuration lineage
Material changes
Expanded production methodology documentation
Aligned the public methodology with the current multi-agent architecture, forecast configuration lineage, consensus scoring, Top Picks, Asset Snowflake analysis, and public-first serving contract.
Source commit:
f7fe773f09b521786e401c0793740dd7c3ffa389Implementation repository