Frequently Asked Questions
Answers on Claude Hedge, strategy, and $CHDG token. Expect transparency and verifiable data.
Why is the team anonymous?
Answers on Claude Hedge, strategy, and $CHDG token. Expect transparency and verifiable data.
Three reasons for current anonymity:
Fundraising
Late-stage discussions with investors require confidentiality, per NDAs. Early disclosure risks key partnerships and significant capital.
Professional Transition
Founder is moving from a tech startup to systematic trading. Discretion is needed during this transition, considering existing investor relationships.
Strategy Validation
In crypto, code and verifiable results are credibility. We provide daily, independently auditable trade data on GitHub.
Why CPA Audits Matter:
- Transparency: Verifiable financials prove capital integrity and trading.
- Accountability: Independent audits ensure highest financial standards, eliminating fraud.
- Credibility: Professional financial verification builds more trust than social profiles.
The Honest Truth:
Our commitment to monthly CPA audits (starting Q2 2026) ensures ongoing accountability. We build a verifiable track record beyond individual identities, focusing on data-driven performance and institutional-grade transparency.
Anonymous now. Audited always. Doxxed in 2027. Judge us by execution, not LinkedIn profiles.
How can I verify your claims?
Access GitHub Repository
Visit github.com/ClaudeQuant/claude-hedge for our data repository, including 32 days of live trading and 4 years of backtesting.
Download CSVs
Download raw CSVs of every trade executed. Complete transparency, no cherry-picking.
Run Verification Script
Execute: python scripts/verify_performance.py to independently verify all claimed performance metrics.
Check Daily Performance
Review daily trades, returns, and risk metrics. We provide raw data for self-verification, unlike most crypto projects.
Don't trust. Verify. We fully embrace the crypto ethos: every claim is backed by independently auditable data.
How do you achieve 240% CAGR?
The 4.5x Capital Multiplier Effect
Most quant strategies target 50% annual returns but limit capital deployment across markets. We optimized this.
Traditional Allocation:
- $300K total capital
- $100K per market (Nikkei, DAX, Nasdaq)
- Each returns 50% = $50K profit
- Total profit: $150K
- Return: 50% on $300K
Sequential Deployment:
- $100K total capital (3x less)
- Rotates through 3 markets in 24 hrs:
- Nikkei: $100K → $150K (+50%)
- DAX: $150K → $225K (+50%)
- Nasdaq: $225K → $337.5K (+50%)
- Total profit: $237.5K
- Return: 237.5% on $100K
Key Stats
The Math:
(1.50)³ = 3.375 or 237.5% return
The Advantage:
4.75x capital efficiency (4.5x for branding)
The Frequency:
756 compounding events/year (3 markets × 252 trading days)
Same strategies, same per-market performance. Different structure. Not better prediction. Better capital deployment.
Token Launch & Benefits
When does $CHDG launch?
Q1 2026 on Pump.fun (Solana blockchain).
- No presale, fair launch
- No whitelist, equal access
- Contract address on X & Telegram
- Zero insider advantage
Realistic Launch Timeline
Week 1
TGE on Pump.fun. Token live.
Weeks 2-3
Trading infrastructure testing.
Weeks 3-4
Quant trading public launch.
End of Month 1
First performance report.
Month 2 Onward
Full trading, regular reports, strategy dev.
Why phased launch?
Simultaneous token and complex algorithmic trading is challenging. Phased launch ensures smooth token deployment and rigorous trading infrastructure testing for peak performance.
The Strategy is Already Proven:
- 4 years backtested data (independent review).
- 32 days live trading (GitHub transparency).
- Detailed performance reports & data for audit.
We prioritize transparency & operational excellence. This phased approach ensures a stable token launch, then robust trading. Our timeline is honest, reflecting real-world complexities.
Not simultaneous. Immediate. Honest.
Follow @claudehedge_ on X for official launch announcements & updates.
What do token holders get?
Value Accrual Through Buyback Burns
Trading profits will buy back & burn $CHDG tokens. This constant supply reduction against growing demand creates a deflationary mechanism, increasing token value for holders.
More Capital
More Profit
More Buy/Burn
Increased $CHDG Value
Attracts Holders
Phased Value Accrual
Q1 2026 - Launch
Trading starts, buyback & burn from profits.
Q2 2026 - Expansion
Expanded trading strategies for increased volume & profit.
Q3 2026 - Advanced Features
Advanced features for holders: early strategy access, staking rewards.
Q4 2026 - Strategic Partnerships
Partnerships & DeFi integration for enhanced utility.
2027 - Global Scale
Global expansion, new asset classes, continuous quant innovation.
For full tokenomics (allocation, distribution, burning), see our Tokenomics Whitepaper.
How does the token capture trading value?
The Buyback-Burn Mechanism:
$CHDG isn't just speculation – it’s backed by real trading profits via a systematic value capture:
Trading Generates Profits
Systematic futures trading targets 240% CAGR. All trades documented & audited monthly by independent CPA firm.
Profits Fund Buybacks
Monthly profits purchase $CHDG tokens from the open market (Pump.fun, then Raydium/DEXs), creating buying pressure.
Tokens Permanently Burned
Purchased tokens are sent to a burn address, removed from circulation forever. Unrecoverable, supply decreases permanently.
Supply Shrinks
Circulating supply reduces with each burn. Verifiable on-chain: track the burn address on Solana explorer.
Scarcity Increases
As supply falls while demand persists, remaining tokens become increasingly scarce. Reduced supply + maintained demand = price appreciation.
Value Compounds
This monthly process continually reduces supply while the fund grows.
Phased Buyback Schedule:
Months 1-3: Ignition
- 100% profits → buybacks
- Maximum supply reduction
- Aggressive deflationary pressure
Months 4-6: Momentum
- 50% buybacks / 50% reinvest
- Balanced growth
- Continued deflation + capital compounding
Months 7-9: Transition
- 25% buybacks / 75% reinvest
- Fund growth accelerates
- Sustainable deflation continues
Month 10+: Perpetual
- 10% buybacks / 90% reinvest
- Long-term sustainable model
- Compound growth + ongoing deflation
Why This Model Works Long-Term:
As the fund compounds through trading performance and capital raises, absolute buyback amounts grow dramatically even as allocation percentages decrease.
The Compounding Advantage:
Early phases allocate high percentages (100%) of a small fund. Later phases allocate low percentages (10%) of a significantly larger fund - yet generate far greater absolute buybacks.
Example Logic:
- Early months: Small fund × 100% = Moderate buybacks
- At scale: Large fund × 10% = Massive buybacks
The fund's exponential growth outpaces the linear percentage reduction. By Month 24, even 10% allocation generates significantly more than 100% of the initial capital.
What Happens in Losing Months?
No buybacks occur. Capital preservation takes priority. Fund maintains capital for recovery; token supply remains stable. Buybacks resume with profitability.
This protects fund sustainability and token holders' long-term interests.
Complete Transparency:
Every aspect is verifiable:
- ✅ Trading profits: Monthly CPA audits + Interactive Brokers statements
- ✅ Buyback transactions: On-chain Solana records
- ✅ Burn events: Public burn address
- ✅ Supply reduction: Real-time token supply tracking
Don't trust. Verify. All operations happen on-chain, auditable by anyone.
What are the risks?
Our strategy is resilient, but real risks exist.
Robust Strategy Performance
2022 Bear Market
Strategy: -8% vs S&P 500: -18% (10% outperformance).
Crisis Protection
VIX-adaptive sizing cuts exposure during volatility spikes, protecting capital.
Drawdown Control
Max -35% over 4 years (vs. typical 50-70%). Hard stops prevent catastrophic losses.
Multiple Regime Success
Profitable in bull, defensive in bear markets. System adapts to changing conditions.
The Real Risks
Leverage Risk
Futures trading amplifies gains and losses. High returns mean proportional risk.
Token Risk
$CHDG price may not perfectly track trading performance due to market sentiment/liquidity.
Regulatory Uncertainty
Crypto regulations evolve; changes could impact operations or token utility.
No Guarantees
Past performance (240% CAGR backtest) doesn't guarantee future results. Markets change.
Losing Months
- Not all months profitable.
- Buybacks only from profitable months.
- Capital preservation during losses.
Did Claude AI really build and trade this?
Yes - and it continues to execute the strategy autonomously.
Claude AI transformed a 2003 Princeton thesis into a production-grade systematic trading system, revolutionizing quant strategy deployment.
Coded Framework
Developed full Python trading infrastructure from scratch, with core logic and execution. Production-grade code.
Risk Management
Implemented VIX-adaptive sizing, conditional expansion, multi-layer protection, and automatic drawdown controls.
Backtesting
Developed comprehensive testing infrastructure, optimizing parameters across 4 years of market data for live deployment.
Autonomous Trading
System trades autonomously, without human discretion or emotional bias.
Implementation took weeks, not months. Claude analyzed the thesis, grasped the math, and built the full systematic trading system.
AI discovered it. AI coded it. AI trades it.
Just the beginning?
Absolutely. This is Step 1 of a larger vision.
The Princeton Anomaly proves AI can transform academic research into production-grade trading strategies. It's the foundation for something much bigger.
Multiple Strategies
Claude analyzes academic theses for market inefficiencies across timeframes and asset classes.
AI Revolution
AI will revolutionize systematic trading, discovering patterns humans can't perceive.
Strategy Diversification
Future tokens & strategies for equities, commodities, currencies, crypto; optimized for market conditions.
Platform Vision
Claude Hedge: an AI platform continuously discovering, coding, and deploying new trading strategies at scale.
Why AI excels in systematic trading:
Processes millions of data points unanalyzable by humans.
No emotional biases or errors.
Backtests decades of data in hours, not years.
Continuously learns and adapts to changing regimes.
Scales infinitely: one or hundreds of strategies simultaneously.
Invest in the future of AI-driven quantitative finance, not just one strategy.
Transparency & Auditing
What's public vs. proprietary?
Public on GitHub:
- ✅ Full performance data (35 days live + 4 years backtest)
- ✅ Framework architecture & system design
- ✅ Independent audit verification scripts
- ✅ VIX-adaptive methodology
- ✅ Session sequencing logic
Proprietary (Protected Edge):
- ⚠️ Exact position sizing values
- ⚠️ Signal generation algorithms
- ⚠️ Entry/exit trigger logic
- ⚠️ Specific indicator parameters
Audit performance; competitive edge remains proprietary.
Will you get audited?
Yes. Monthly CPA audits begin Q1 2026 when live trading starts.
Audit Timeline:
Q1 2026
Monthly CPA audits commence with live capital.
Ongoing
Continuous verification of performance data.
Annually
Comprehensive yearly audit report published.
What We Will Publish:
✅ Audited Interactive Brokers statements
✅ Every trade with timestamps and prices
✅ Real slippage and transaction costs
✅ Independent CPA verification of all claims
Complete transparency. No exceptions.
CPA fraud is a federal crime; auditors risk their license for accuracy.
How does it perform in bear markets?
Our VIX-adaptive system excels in bear markets. Unlike most strategies that crumble, it automatically becomes defensive when volatility spikes.
S&P 500 in 2022
Buy-and-hold investors faced major losses.
Strategy in 2022
Outperformed by 10% through adaptive risk management.
Position Reduction
Automatic sizing drops to 40% when VIX spikes in crises.
Risk Management:
- Adaptive Position Sizing: Adjusts exposure based on market volatility, reducing risk in turbulent periods.
- Drawdown Protection: Minimizes potential losses, preserving capital during downturns.
- Multi-Layer Stop Losses: Comprehensive mechanisms prevent catastrophic losses and manage unexpected market movements.
Why the system is defensive:
- VIX-adaptive sizing reduces exposure in high volatility.
- Zero overnight risk with positions flat by session close.
- Hard daily stop loss prevents catastrophic single-day drawdowns.
- Time-zone diversification not tied to a single market session.
- Directional flexibility profits from both long and short positions.
- Systematic execution removes emotional panic selling.
When VIX spikes and markets panic, position sizes automatically drop, preserving capital. Systematic trading means consistent rules, not emotional reactions.
How are we different?
The crypto space is rife with hype. We offer transparency and verifiable data from day one.
Typical Projects:
Cherry-picked data, no verification
Unrealistic promises, zero accountability
Pressure to invest, fear of missing out
No acknowledgment of risks
Claude Hedge Approach:
All data on GitHub, every trade verifiable
Risks acknowledged openly
Monthly CPA audits starting Q2 2026
Open-source for community verification
Academic foundation (Princeton 2003)
Proven bear market performance (2022)
Long-term vision beyond token launch
Stay Updated & Get Involved
Contract address announced simultaneously across all channels at launch for complete fairness.
The most transparent AI trading project. 21 years of Princeton research. Claude AI execution. Complete transparency.
This is just the beginning. AI is the future of trading.
© 2026 Claude Hedge | Est. Princeton 2003 | Built with Claude AI
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