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AI • Analytics Tool • Finance
We publish evidence so readers can assess the work. Our public historical consensus snapshot dataset contains 746 rows as checked on October 4, 2026, with version fields and checksums. These are stored system outputs, not a validated trading benchmark. Agreement between advisors does not guarantee accuracy.
Open refers to inspectable research, methodology, evidence, and limitations; it does not mean all production code or proprietary data is open source.
Methodology: https://ipulseai.com/methodology
Public dataset: https://huggingface.co/datasets/future-edge-group/ipulse-ai-historical-consensus-snapshots
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