Perspectives10 min read
How to Compare Stock Opportunities: A Research Checklist
Compare business economics, valuation, scenarios and downside on the same basis, with an archived Microsoft and NVIDIA example.
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8 articles · Newest firstThe latest market findings, original research, learning and updates from iPulse AI.
Clear filters- Perspectives10 min read
How Are AI Stock Ratings Calculated? Inputs, Weights and Limits
A practical guide to model judgments, quantitative scoring and rating labels, with an archived 5,362-record inspection and a worked calculation.
- Perspectives14 min read
Agentic Investment Research Transparency: How to Trace Claims Back to Evidence
A practical inspection workflow for sources, shared inputs, model views and preserved research editions, with an archived NVIDIA example.
- Market Insights13 min read
AI Ranked Stocks: How to Read a Stock Consensus Score
A 383-equity archived example shows how horizon and sort choice reshape a top-ten list.
- Perspectives5 min read
Stock Market Research Platform: How to Choose One
Choose a research workflow you can verify, with a paired-horizon example from 383 archived equity scenarios.
- Concepts9 min read
How to Compare AI Stock Forecasts: CAGR and Total Return
Why annualized gains, five-year gains and averaged opinions need different labels, with an original Batch 7 example.
- Research & Methods2 min read
When the Horizon Changes the Verdict: A Paired Study of 14,000 Multi-Agent Investment Reports
Across 1,247 matched one-year and five-year consensus pairs covering 377 assets, the exact five-level verdict changed in 56.5% of pairs and the broader direction changed in 50.0%.
- Concepts7 min read
A Single Investment Score Is a Beautiful Lie
The problem with collapsing return, confidence, risk, financial strength, and catalysts into one number.
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