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metadata
title: DeepQuant
emoji: 📈
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 5.50.0
app_file: app.py
pinned: false
short_description: The AI-managed fund - researched, run and governed by AI
DeepQuant
The AI-managed fund — its strategy was discovered by AI research agents through 150+ walk-forward-validated strategy configurations over 21 years of survivorship-free data, and it is run and governed by AI end-to-end on a live Alpaca paper account with no human in the loop.
- The secret recipe: ~60 U.S. large caps selected monthly by a proprietary AI-researched quality signal, plus a crisis-only defense (40% into bonds + gold, only in confirmed severe bears). The exact signal is undisclosed; every trade and result is published live.
- AI governance: a weekly AI investment committee (Analyst → adversarial Critic → PM on Claude Opus 5) reviews the fund against its own 20-year envelope; changes require walk-forward proof via a code validator. Failure → HOLD.
- Deterministic where it must be: execution, risk rails (long-only, 10% cap, no leverage), reconciliation.
- MarketGuruLLM narrates every move in plain English; daily AI self-diagnosis is published openly.
Strategy v2, live since September 2026 (v1's full record is archived). Simulated research results, paper trading — not investment advice.