RuncheyResearch
Rigorous analysis powered by structured debates between frontier AI models. We show you where they agree, where they disagree, and why it matters.
Research Areas
Equities
Two complementary lenses: 'Roadkill Verifier' for beaten-down stocks, and 'Meme Stock Analyzer' for hyped stocks. Is the pessimism overblown? Is the hype justified?
Macroeconomics
Multi-LLM debates on interest rates, inflation, recession risk, and global economic trends. Coming Q1 2026.
Sector Deep-Dives
Industry-level analysis: which sectors are structurally advantaged vs. disrupted? Coming 2026.
Suggest a Topic
Want to see multi-LLM analysis on a different topic? Politics, crypto, real estate? Let us know what you'd find valuable.
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Our Methodology
The same rigorous framework applied across all research areas.
4 Frontier Models
Every analysis runs through Claude, GPT, Gemini, and Perplexity independently.
Multi-Perspective Debate
See where the models agree, disagree, and why. Consensus ≠ correctness, but reduces blind spots.
Hallucination Reduction
Structured outputs, mandatory calculations, and explicit uncertainty flags when data isn't verified.
Transparent Reasoning
No black boxes. See the exact frameworks, metrics, and logic behind every classification.
Why Multi-LLM?
A single AI model has blind spots it doesn't know about. It confidently hallucinates. It follows patterns from its training data that may not apply.
By running the same structured analysis through 4 different frontier models and comparing their outputs, we reduce (not eliminate) these risks. Where they agree, we have higher confidence. Where they disagree, we show you the debate.
The goal isn't to tell you what to think — it's to help you think better.
Start with Equities
Our "Roadkill Verifier" methodology is live. Watch AI models debate whether beaten-down stocks are hidden gems or value traps.
View Equities Research