WHITEFLAG

1. NO PROFESSIONAL ADVICE

• WHITEFLAG does not provide investment recommendations
• WHITEFLAG does not provide legal counsel or guidance
• WHITEFLAG does not provide financial, accounting, or tax advice
• WHITEFLAG does not provide geopolitical intelligence analysis
• All valuations are theoretical exercises based on historical precedent modeling

2. INFORMATION "AS-IS"

• All data, analyses, and valuations are provided "AS-IS" without warranty
• We make no representation as to accuracy, completeness, or fitness for purpose
• Historical precedent models are not predictions of future events
• Actual outcomes may differ materially from our framework calculations

3. NO LIABILITY

We disclaim all liability for:

• Investment losses or gains
• Legal consequences
• Business decisions
• Government actions or sanctions
• Trade decisions
• Asset purchases, transfers, or sales
• Any consequences arising from reliance on WHITEFLAG analysis
• Errors in data, calculations, or methodology
• Third-party actions based on our framework

In no event shall WHITEFLAG or its creators be liable for any indirect, incidental, special, consequential, or punitive damages.

4. FRAMEWORK LIMITATIONS

The WHITEFLAG framework assumes:

• Rational economic actors (real-world actors may not behave rationally)
• Historical precedent applicability (future crises may differ from past)
• Complete data availability (real-world data is incomplete)
• No extraordinary geopolitical events (wars, revolutions, natural disasters)
• Stable regulatory and legal environments

These assumptions may not hold in practice.

5. DATA SOURCES

• Data sourced from public sources (IMF, World Bank, UCDP, USGS, national statistics)
• Data quality varies by country and metric (50-95% confidence range)
• Data may be outdated or incorrect at source
• We make no representation as to data accuracy
• Third-party data errors are not our responsibility

6. PROFESSIONAL CONSULTATION REQUIRED

For any actual decisions involving:

• International transactions
• Geopolitical risk management
• Investment decisions
• Regulatory compliance
• Legal obligations

You must consult appropriate licensed professionals:

• Investment advisors (for financial decisions)
• Attorneys (for legal matters)
• Certified public accountants (for tax/accounting)
• Risk management consultants (for business decisions)
• Government officials (for policy decisions)

7. INTENDED USE

WHITEFLAG is intended for:

• Academic research
• Geopolitical analysis education
• Historical modeling exploration
• Methodological discussion
• Policy research context

WHITEFLAG is NOT intended for:

• Investment decisions
• Acquisition/divestment planning
• Government policy formation
• Treaty negotiations
• Military strategic planning
• Sanctions determination
• Any binding business decision

8. USER RESPONSIBILITY

You are solely responsible for:

• Determining whether WHITEFLAG is appropriate for your needs
• Obtaining independent professional advice
• Verifying all information independently
• Making all decisions based on complete due diligence
• Understanding and accepting all risks

9. NO WAIVER OF RIGHTS

Nothing in this disclaimer limits applicable consumer protection laws or prevents you from asserting legal rights that cannot be waived.

10. CHANGES & UPDATES

• We may modify valuations without notice
• We may change methodology without notice
• Past versions may not be available
• No update guarantees or commitments

Investment Decisions

WHITEFLAG IS NOT INVESTMENT ADVICE.

Do not use WHITEFLAG valuations to:

• Buy or sell securities
• Make portfolio allocation decisions
• Time market entry/exit
• Assess investment risk
• Value publicly traded companies

Consult a registered investment advisor.

Business/M&A Decisions

WHITEFLAG IS NOT VALUATION COUNSEL.

Do not use WHITEFLAG for:

• Acquisition target pricing
• Due diligence analysis
• Negotiation leverage
• Deal structure decisions

Consult investment bankers and legal counsel.

Government/Policy Decisions

WHITEFLAG IS NOT POLICY COUNSEL.

Do not use WHITEFLAG for:

• Sanctions decisions
• Diplomatic strategy
• Military planning
• Trade policy
• International relations

Consult government officials and policy experts.

Legal/Regulatory Matters

WHITEFLAG IS NOT LEGAL ADVICE.

Do not use WHITEFLAG for:

• Regulatory compliance
• Contract review
• Sanctions screening
• Legal obligations
• Dispute resolution

Consult licensed attorneys.

Predictive Models (SAPA & Gale-Shapley)

PREDICTIONS ARE THEORETICAL EXERCISES.

The SAPA (Sovereign Acquisition Propensity Algorithm) and Gale-Shapley coalition projections:

• Are based on historical precedent and economic modeling
• Do NOT predict actual geopolitical events or outcomes
• Assume rational actor behavior (real actors may not be rational)
• Assume no extraordinary events (wars, revolutions, catastrophes)
• Are updated periodically and may change significantly
• Should NOT be used to inform diplomatic, military, or policy decisions

These models are exploratory research tools, not intelligence assessments.

Market Signals & Deal Explorer

NOT MARKET INTELLIGENCE.

The Market Signals and Deal Explorer features:

• Track publicly available information only
• Do NOT constitute proprietary intelligence
• May contain errors or outdated information
• Should NOT be used for trading, investment, or business decisions
• Are not updated in real-time

Consult appropriate professionals for any decisions.