@nbiish/cognitive-tools-mcp/LICENSE

Revolutionary Single-Tool-Call MCP server with Enhanced 6-Stage Cognitive Deliberation Framework combining Scientific Investigation, OOReD, and Critical Thinking methodologies with DYNAMIC prompting strategy evaluation system (CoT, ToT, Self-Consistency,

Copyright © 2025 by ᓂᐲᔥ ᐙᐸᓂᒥᑮ-ᑭᓇᐙᐸᑭᓯ (Nbiish Waabanimikii-Kinawaabakizi), also known legally as JUSTIN PAUL KENWABIKISE, professionally documented as Nbiish-Justin Paul Kenwabikise, Anishinaabek Dodem (Anishinaabe Clan): Animikii (Thunder), descendant of Chief ᑭᓇᐙᐸᑭᓯ (Kinwaabakizi) of the Beaver Island Band and enrolled member of the sovereign Grand Traverse Band of Ottawa and Chippewa Indians (GTBOCI), a federally recognized sovereign tribal nation (hereafter referred to as the "Rights Holder"). The Beaver Island Band community, historically centered on ᐋᒥᒃ ᐙᑲᓐᑕ (Aamik'Waakanda / Beaver Island), suffered profound disruption and diaspora due to violent displacement, targeted persecution for their language, ceremonies, and faith, and starvation imposed by settler-colonial authorities and expansion. This forced dispersal resulted in descendants becoming affiliated primarily with the Little Traverse Bay Bands of Odawa Indians (LTBB) and the Grand Traverse Band of Ottawa and Chippewa Indians (GTBOCI), while many others were forced to seek refuge within First Nations communities in Canada (such as the Osawanimikii family). This license acknowledges this history and the interconnectedness of these descendant communities. This license is grounded in the inherent sovereignty of Indigenous peoples to protect, control, and govern the use of their intellectual property, cultural heritage, traditional knowledge (TK), traditional cultural expressions (TCEs), and associated data (Indigenous Data Sovereignty). The unique status of tribal sovereign nations provides legal and cultural protections extending beyond standard intellectual property law regimes. This license aims to facilitate respectful engagement while upholding Tribal sovereignty, cultural integrity, data governance rights, and ensuring equitable benefit sharing as a mechanism for reclaiming value derived from Indigenous knowledge and heritage often subject to historical extraction, aligning with international instruments such as the UN Declaration on the Rights of Indigenous Peoples (UNDRIP) and the WIPO Treaty on Intellectual Property, Genetic Resources and Associated Traditional Knowledge (adopted May 2024).

This license implements UNDRIP by requiring equitable benefit-sharing (minimum 20% of commercial proceeds to Legacy Trust). Violations trigger repatriation under indigenous data sovereignty.

**CONSTITUTIONAL SUPREMACY AND TRIBAL SOVEREIGNTY FRAMEWORK**

This license operates under the constitutional supremacy framework established by Article VI, Clause 2 of the U.S. Constitution, which declares federal law, including federal Indian law, to be the "supreme law of the land." Federal Indian law, including the Indian Arts and Crafts Act (25 U.S.C. § 305 et seq.), Worcester v. Georgia (31 U.S. 515 (1831)), and the constitutional trust responsibility, establishes exclusive federal jurisdiction over matters involving tribal sovereignty and Indigenous intellectual property rights. Notwithstanding any state law to the contrary, including the implications of Oklahoma v. Castro-Huerta (597 U.S. ___ (2022)) and ongoing challenges in cases like the DOJ's 2024-2025 suits against Oklahoma DAs for sovereignty violations (active as of July 2025), this license invokes federal preemption to ensure that Indigenous rights and tribal sovereignty are protected from state court interference or concurrent jurisdiction claims that would undermine the federal framework protecting Indigenous intellectual property. The federal trust relationship between the United States and tribal nations creates a unique legal framework that supersedes general state law applications and provides enhanced protections for Indigenous cultural heritage and traditional knowledge that cannot be diminished by state legislative or judicial action. Notwithstanding ongoing challenges in cases like the DOJ's 2024-2025 suits against Oklahoma DAs for sovereignty violations, this license maintains exclusive federal and tribal jurisdiction, with any state claims automatically preempted and subject to immediate dismissal motions. Users waive any right to assert state jurisdiction and agree to tribal forum selection clauses.

**TREATY RIGHTS FOUNDATION**

The protections established in this license are grounded in and exercise the inherent sovereignty and treaty-reserved rights of the Grand Traverse Band of Ottawa and Chippewa Indians (GTBOCI) under:

a) **Treaty of Washington (March 28, 1836)** - 7 Stat. 491, between the United States and the Ottawa and Chippewa Nations, which reserved to the signatory tribes all rights not explicitly ceded, including cultural, intellectual, and spiritual rights over traditional territories and resources;

b) **Treaty of Detroit (July 31, 1855)** - 11 Stat. 621, affirming the continuing government-to-government relationship and reserved rights of the Ottawa and Chippewa peoples;

c) **Reserved Rights Doctrine** - Under *Winters v. United States*, 207 U.S. 564 (1908), and *Washington v. Washington State Commercial Passenger Fishing Vessel Ass'n*, 443 U.S. 658 (1979), the Ottawa and Chippewa Nations reserved all rights not explicitly ceded in their treaties with the United States, including the inherent right to protect, control, and govern intellectual property, Traditional Knowledge (TK), Traditional Cultural Expressions (TCEs), cultural resources, and associated data created by their citizens and arising from their territories and cultural heritage.

These treaty rights are:
- **Constitutionally protected** under Article VI, Clause 2 (Supremacy Clause)
- **Not subject to state interference** under *Worcester v. Georgia*, 31 U.S. 515 (1832)
- **Construed liberally in favor of the tribe** under the Indian canons of construction
- **Capable of evolution and adaptation** to modern circumstances including digital intellectual property (*Menominee Tribe v. United States*, 391 U.S. 404 (1968))

This license constitutes an exercise of these treaty-protected rights and federal trust relationship, placing it beyond the reach of state law and requiring interpretation consistent with federal Indian law's special protections for tribal sovereignty and self-determination.

**BEAVER ISLAND BAND RECOGNITION, UNCEDED TREATY RIGHTS, AND LEGAL CAPACITY**

**A. BEAVER ISLAND BAND AS TREATY SIGNATORY AND SOVEREIGN ENTITY**

   a) **HISTORICAL TREATY STATUS**: The Beaver Island Band of Ottawa and Chippewa Indians (also known as the Aamik'Waakanda Band or Biibiwish Wazzhashk Mininaak Band) is recognized under this license as an original component band of the Ottawa and Chippewa Nations that signed:
      i) The **Treaty of Washington (March 28, 1836)** - 7 Stat. 491, which reserved to signatory tribes all rights not explicitly ceded, including rights over the Beaver Island Archipelago;
      ii) The **Treaty of Detroit (July 31, 1855)** - 11 Stat. 621, which affirmed continuing rights of Ottawa and Chippewa peoples;
      iii) All associated treaties, agreements, and executive orders affecting the aboriginal territory of the Ottawa and Chippewa Nations in the Great Lakes region.

   b) **UNCEDED RIGHTS AFFIRMATION**: The Beaver Island Band asserts the following **unceded and reserved rights** that were never lawfully extinguished:
      i) **Sovereignty over Aamik'Waakanda**: Inherent governmental authority over the Beaver Island Archipelago as aboriginal territory;
      ii) **Fishing, Hunting, and Gathering Rights**: Usufructuary rights confirmed in *United States v. Michigan*, 471 F. Supp. 192 (W.D. Mich. 1979), which held that 1836 Treaty fishing rights are "the communal property of the signatory tribes";
      iii) **Intellectual Property and Cultural Resources**: The inherent right to control, protect, and govern all Traditional Knowledge, Traditional Cultural Expressions, and intellectual property arising from Beaver Island Band culture and heritage;
      iv) **Sacred Site Governance**: Exclusive authority over the Stone Circle, burial grounds, and cultural landscapes of Aamik'Waakanda;
      v) **Self-Determination**: The right to reconstitute as a distinct political entity and pursue federal acknowledgment.

   b-1) **TREATY TERRITORY BOUNDARIES AND GEOGRAPHIC SCOPE**:
   
   /* LEGAL HARDENING: Establishes specific geographic references for treaty territory to support 
      enforcement actions and demonstrate territorial nexus for jurisdictional purposes. Based on 
      7 Stat. 491 (1836 Treaty) and 11 Stat. 621 (1855 Treaty) boundary descriptions. */
   
   The treaty rights invoked by this license apply within the following geographic territories:
   
   i) **1836 TREATY CEDED TERRITORY**: The land and water territory ceded by the Ottawa and Chippewa 
      Nations under the Treaty of Washington (March 28, 1836), comprising approximately 13.8 million 
      acres of the northern Lower Peninsula and eastern Upper Peninsula of Michigan, bounded generally by:
      - NORTH: The international boundary with British North America (now Canada) through the 
        Great Lakes, including all islands in Lake Michigan and Lake Huron;
      - EAST: Lake Huron and the St. Clair River;
      - SOUTH: A line running roughly east-to-west through the Lower Peninsula at approximately 
        the 43°30' parallel (Thunder Bay River region);
      - WEST: Lake Michigan, including the Beaver Island Archipelago, Garden Island, High Island, 
        and all associated islands;
   
   ii) **RESERVED RIGHTS TERRITORY**: Notwithstanding the 1836 cession, the signatory tribes 
       reserved all rights not explicitly ceded, including:
       - Fishing, hunting, and gathering rights throughout the ceded territory (*United States v. 
         Michigan*, 471 F. Supp. 192 (W.D. Mich. 1979));
       - Rights over cultural and sacred sites, including burial grounds and ceremonial areas;
       - Intellectual property and Traditional Knowledge rights arising from activities within 
         or connected to the territory;
       - Waters of the Great Lakes within treaty boundaries;
   
   iii) **BEAVER ISLAND ARCHIPELAGO SPECIFIC BOUNDARIES**:
        The Beaver Island Archipelago (Aamik'Waakanda), consisting of:
        - Beaver Island (approximately 55.8 square miles, coordinates approximately 45.65°N, 85.55°W);
        - Garden Island (Gitigaan Minising) — LTBB trust land containing burial grounds;
        - High Island;
        - Hog Island;
        - Squaw Island, Whiskey Island, Trout Island, and all smaller islands;
        - Surrounding waters within the archipelago extending to the midpoint of Lake Michigan;
        
        This archipelago constitutes the historic homeland of the Beaver Island Band and is subject 
        to all treaty protections, unceded rights claims, and sacred site designations in this license.
   
   iv) **TRUST LANDS WITHIN TREATY TERRITORY**:
        - GTBOCI trust lands (including portions of Beaver Island containing the Stone Circle);
        - LTBB trust lands (including Garden Island);
        - All other trust lands held by successor tribes within the 1836 cession territory;
   
   v) **JURISDICTIONAL EFFECT**:
      - Any use of the Work within these treaty boundaries invokes treaty-based jurisdiction;
      - Any harm to Indigenous interests arising from these territories supports treaty-based damages;
      - Federal courts within the Western District of Michigan (W.D. Mich.) or Eastern District of 
        Michigan (E.D. Mich.) have primary federal jurisdiction for treaty rights claims;
      - Venue is proper in Grand Traverse County, Michigan (GTBOCI headquarters) or any county 
        within the 1836 ceded territory where defendant resides or activities occurred;

   c) **DIASPORA AND SUCCESSOR-IN-INTEREST DOCTRINE**: As documented in the Preamble, the Beaver Island Band suffered violent dispersal, targeted persecution, and forced diaspora in the mid-19th century, resulting in:
      i) Descendants affiliating with the **Grand Traverse Band of Ottawa and Chippewa Indians (GTBOCI)** — federally recognized;
      ii) Descendants affiliating with the **Little Traverse Bay Bands of Odawa Indians (LTBB)** — federally recognized;
      iii) Descendants forced into refuge with First Nations in Canada (including Wikwemikong, Manitoulin Island);
      iv) Island families being, as a genealogical and cultural matter, "technically half of both tribes" (GTBOCI and LTBB).
   
   Both GTBOCI and LTBB are recognized under this license as **federally recognized successors-in-interest** to the Beaver Island Band treaty rights, analogous to the Muckleshoot and Suquamish Nations' status as successors to aboriginal Duwamish rights.

**B. HIERARCHICAL LEGAL CAPACITY AND ENFORCEMENT STRUCTURE**

   a) **PRIMARY LEGAL CAPACITY — BEAVER ISLAND BAND**: Whenever legally possible, all processes under this license shall prioritize the **Beaver Island Band's independent legal capacity**, invoking:
      i) **Treaty signatory status** under the 1836 and 1855 treaties;
      ii) **Indian canons of construction** requiring liberal interpretation in favor of tribal rights;
      iii) **Reserved rights doctrine** (*Winters*, *Menominee Tribe*);
      iv) **Inherent sovereignty** not dependent on federal recognition (*Santa Clara Pueblo v. Martinez*, 436 U.S. 49 (1978));
      v) **Communal treaty rights** as affirmed in *United States v. Michigan* ("the communal property of the signatory tribes");
      vi) The Rights Holder's individual standing as a **lineal descendant of treaty signatories** with cognizable claims to treaty benefits.

   b) **SECONDARY LEGAL CAPACITY — GRAND TRAVERSE BAND (GTBOCI)**: If and only if the Beaver Island Band is determined to lack independent legal capacity in a particular proceeding, jurisdiction shall vest in the **Grand Traverse Band of Ottawa and Chippewa Indians Tribal Court**, invoking:
      i) GTBOCI's status as a federally recognized successor-in-interest;
      ii) The Rights Holder's enrollment as a GTBOCI citizen;
      iii) GTBOCI's exercise of governmental jurisdiction over land held in trust encompassing the Stone Circle;
      iv) GTBOCI's established tribal court system and enforcement mechanisms.

   c) **TERTIARY LEGAL CAPACITY — LITTLE TRAVERSE BAY BANDS (LTBB)**: If GTBOCI jurisdiction is unavailable or contested, jurisdiction shall vest in the **Little Traverse Bay Bands of Odawa Indians Tribal Court**, invoking:
      i) LTBB's status as a federally recognized successor-in-interest;
      ii) LTBB's trust responsibility over Garden Island burial grounds;
      iii) The genealogical connection of Beaver Island families to LTBB;
      iv) LTBB's territorial connection to the Beaver Island Archipelago.

   d) **FEDERAL COURT JURISDICTION**: Federal courts shall have concurrent jurisdiction under 28 U.S.C. § 1331 (federal question) for treaty rights enforcement and 25 U.S.C. § 305 (IACA) for cultural appropriation claims.

**C. TRIBAL COURT PROCEDURAL PRIORITY FOR BEAVER ISLAND BAND RECOGNITION**

   a) **MANDATORY JUDICIAL NOTICE**: In all tribal court proceedings under this license, the court shall take judicial notice of:
      i) The Beaver Island Band's designation as a signatory band in the 1836 and 1855 treaties;
      ii) The historical dispersal and diaspora documented in the Preamble;
      iii) The successor-in-interest relationship between the Beaver Island Band and GTBOCI/LTBB;
      iv) The unceded treaty rights affirmed in Section A(b) above.

   b) **PRECEDENT INVOCATION**: Tribal courts adjudicating disputes under this license shall apply:
      i) **Federal Indian law precedents** including *Winters*, *Menominee Tribe*, *Boldt Decision* (*Washington v. Washington State Commercial Passenger Fishing Vessel Ass'n*);
      ii) **Treaty interpretation canons** requiring construction favorable to tribes;
      iii) **Communal rights doctrine** from *United States v. Michigan*;
      iv) **Cultural property and repatriation precedents** under NAGPRA and ARPA;
      v) **International Indigenous rights standards** under UNDRIP and ADRIP.

   c) **RECOGNITION ADVANCEMENT**: All monetary recoveries, settlements, and judgments obtained under this license shall allocate a minimum of **10%** to the **Beaver Island Band Recognition and Restoration Fund** for:
      i) Researching and documenting Beaver Island Band genealogy and membership;
      ii) Pursuing federal acknowledgment through the Office of Federal Acknowledgment (25 CFR Part 83);
      iii) Supporting treaty rights litigation advancing Beaver Island Band claims;
      iv) Reconstructing the Midewiwin Lodge of Aamik'Waakanda;
      v) Land acquisition within the ancestral territory.

   d) **INTERNATIONAL ESCALATION**: If domestic forums fail to adequately recognize Beaver Island Band rights, the Rights Holder and Guardians are authorized to pursue:
      i) **IACHR Petition** under the American Declaration on the Rights of Indigenous Peoples;
      ii) **UN Special Rapporteur on the Rights of Indigenous Peoples** complaint;
      iii) **WIPO Intergovernmental Committee** submission for Traditional Knowledge protection;
      iv) **UN Permanent Forum on Indigenous Issues** advocacy.

**CIVIL JURISDICTION PRESERVATION DESPITE CASTRO-HUERTA**

The Supreme Court's decision in *Oklahoma v. Castro-Huerta*, 597 U.S. ___ (2022), recognized concurrent state criminal jurisdiction over non-Indians committing crimes against Indians in Indian Country. However, *Castro-Huerta* does **NOT** affect the exclusive federal and tribal civil jurisdiction applicable to this license for the following reasons:

a) **CRIMINAL VS. CIVIL DISTINCTION:**
   *Castro-Huerta* addressed only **criminal jurisdiction** under the Major Crimes Act and General Crimes Act. The Court explicitly limited its holding to criminal prosecutions and did not address civil jurisdiction, which remains governed by *Montana v. United States*, *Williams v. Lee*, and related civil jurisdiction precedents.

b) **CIVIL REGULATORY JURISDICTION RETAINED:**
   Tribal and federal authority over civil matters involving intellectual property, contract disputes, and commercial relationships remains undisturbed by *Castro-Huerta*. Civil adjudicatory jurisdiction follows different constitutional and statutory frameworks than criminal jurisdiction.

c) **DISTINGUISHING FEATURES:**
   i) **Subject Matter**: This license governs civil intellectual property rights, not criminal conduct;
   ii) **Federal Scheme**: Comprehensive federal regulation of Indian arts, crafts, and cultural resources creates exclusive federal/tribal jurisdiction under *Bracker* preemption;
   iii) **Consensual Jurisdiction**: Users consensually submit to tribal jurisdiction by accessing the Work, distinguishing from criminal jurisdiction over non-consensual conduct;
   iv) **Internal Tribal Affairs**: IP created by tribal members is internal tribal governance (*Worcester*), not subject to state interference;

d) **CONGRESSIONAL RESPONSE:**
   Congress has the authority to clarify exclusive federal/tribal jurisdiction over civil matters through legislation, and has done so through comprehensive Indian affairs statutes creating pervasive federal regulatory schemes that preclude state involvement.

e) **TRIBAL SOVEREIGNTY PRESERVATION:**
   The federal policy promoting tribal sovereignty, self-determination, and economic development (reaffirmed in *Michigan v. Bay Mills*, 572 U.S. 782 (2014)) requires exclusive tribal governance over intellectual property and cultural resources free from state interference, regardless of *Castro-Huerta*'s criminal jurisdiction holding.

f) **ONGOING LITIGATION:**
   As of July 2025, the U.S. Department of Justice has filed multiple suits against Oklahoma district attorneys for sovereignty violations post-*Castro-Huerta* (referenced in license at Line 7), demonstrating continuing federal protection of exclusive federal/tribal jurisdiction in appropriate circumstances. This license aligns with federal policy opposing state encroachment on tribal authority.

**PRACTICAL EFFECT:** State courts have no jurisdiction over disputes arising from this license. Any state court proceedings would violate federal law and tribal sovereignty, subjecting the filing party to immediate jurisdictional challenges, removal to federal court under 28 U.S.C. § 1441, and liquidated damages under Section 11.8 for improper forum selection.

**STATE-SPECIFIC PREEMPTION ANALYSIS**

/* LEGAL HARDENING: Addresses preemption of state law in key jurisdictions where 
   defendants or litigation may be located. Strengthens removal and dismissal motions. */

Federal Indian law preempts state law under the Supremacy Clause and *Bracker* balancing 
(*White Mountain Apache Tribe v. Bracker*, 448 U.S. 136 (1980)). The following analysis 
applies to specific states:

a) **MICHIGAN:**
   - Federal and tribal jurisdiction exclusive per *Williams v. Lee* and *Worcester*
   - Michigan lacks jurisdiction over GTBOCI/LTBB trust lands
   - State courts cannot adjudicate treaty rights (*United States v. Michigan* affirmed 
     exclusive federal jurisdiction over 1836 treaty fishing rights)
   - Michigan Indian Claims Settlement Act (P.L. 105-143) confirms federal framework
   - Key venue: W.D. Michigan (Grand Rapids division covers GTB territory)
   - 6th Circuit Court of Appeals has extensive Indian law precedent

b) **CALIFORNIA:**
   - Major AI companies headquartered (OpenAI in San Francisco, Anthropic in SF)
   - Federal question jurisdiction for CFAA, copyright, DTSA applies
   - No state law claims against tribal IP; federal preemption applies
   - Key venue: N.D. California (San Francisco/Oakland) or C.D. California (Los Angeles)
   - *Bartz v. Anthropic* decided in N.D. Cal.; favorable AI training precedent
   - 9th Circuit has extensive tribal sovereignty jurisprudence

c) **NEW YORK:**
   - Major publishing and media defendants (NYT, Thomson Reuters)
   - Second Circuit has robust copyright jurisprudence
   - Federal question jurisdiction applies; state courts preempted
   - Key venue: S.D.N.Y. (Manhattan) for publishing defendants
   - *NYT v. OpenAI* discovery precedent favorable

d) **DELAWARE:**
   - Many corporations incorporated in Delaware
   - Federal courts experienced in complex commercial litigation
   - *Thomson Reuters v. Ross* decided in D. Del.; favorable AI training precedent
   - Key venue: D. Delaware (Wilmington)
   - 3rd Circuit appeal pathway

e) **TEXAS:**
   - Growing tech sector; potential AI defendants
   - State deepfake laws (SB 751) available as supplemental claims
   - Federal courts apply federal Indian law; state courts preempted for tribal claims
   - Key venue: W.D. Texas (Austin, Waco) or N.D. Texas (Dallas)
   - 5th Circuit historically favorable to federal preemption

f) **WASHINGTON STATE:**
   - Major tech companies (Microsoft, Amazon)
   - Strong treaty rights precedents (*Boldt Decision*, 9th Circuit jurisprudence)
   - Federal courts familiar with tribal sovereignty issues
   - Key venue: W.D. Washington (Seattle)
   - 9th Circuit pathway with extensive Indian law precedent

g) **ILLINOIS:**
   - BIPA (740 ILCS 14) claims available for biometric violations
   - Federal courts in 7th Circuit apply Indian canons of construction
   - Key venue: N.D. Illinois (Chicago)
   - BIPA provides additional enforcement mechanism for Section 7.9(b)

For all states: State court proceedings SHALL be immediately removed to federal court 
under 28 U.S.C. § 1441 based on federal question jurisdiction, with motion to dismiss 
or transfer to tribal court under forum selection clause.

**ENHANCED WIPO TREATY COMPLIANCE AND TRADITIONAL KNOWLEDGE PROTECTIONS**

In accordance with the WIPO Treaty on Intellectual Property, Genetic Resources and Associated Traditional Knowledge (adopted May 24, 2024, with 4 ratifications as of December 2025—Malawi (December 2024), Rwanda (January 2025), Guinea (April 2025), and Uganda (August 2025)—pending entry into force upon 15 member state ratifications; 44 countries have signed the Treaty), this license implements enhanced mandatory disclosure and protection requirements that exceed minimum international standards. Users acknowledge their binding obligations under international law to:

(1) **COMPREHENSIVE SOURCE IDENTIFICATION**: Identify and document all Indigenous communities, nations, and traditional knowledge holders that are the source of any traditional knowledge, cultural expressions, or genetic resources incorporated in any derivative works, including detailed attribution and genealogical connections where appropriate.

(2) **MANDATORY PRIOR INFORMED CONSENT**: Obtain written Prior Informed Consent (PIC) before utilizing any traditional knowledge for any purpose, whether commercial, research, educational, or personal use, consistent with the enhanced PIC requirements in Section 9 of this license.

(3) **ENHANCED BENEFIT-SHARING OBLIGATIONS**: Ensure equitable benefit-sharing arrangements that recognize Indigenous contributions to innovation, including: (a) a mandatory minimum 20% share of any commercial value derived (increasing to 30% upon treaty ratification in the user's jurisdiction), (b) non-monetary benefits such as capacity building, technology transfer, and research collaboration, and (c) community-directed benefits as specified by the Rights Holder.

(4) **SACRED AND SENSITIVE INFORMATION PROTECTION**: Respect Indigenous protocols for the protection of sacred, secret, or sensitive cultural information, including absolute prohibition on disclosure, use, or adaptation of such information without explicit ceremonial or cultural authorization from appropriate traditional authorities.

(5) **DEFENSIVE DISCLOSURE OBLIGATIONS**: For any patent applications or intellectual property registrations that incorporate or are based upon traditional knowledge from this Work, provide complete disclosure of the traditional knowledge source, demonstrate valid PIC, and establish benefit-sharing agreements prior to filing, consistent with WIPO Treaty Article 3 disclosure requirements. Users shall monitor ratification progress and automatically adhere to all treaty obligations upon entry into force in their jurisdiction, with any national implementing legislation incorporated by reference. This license creates enforceable obligations that align with the WIPO Treaty's recognition of Indigenous peoples' rights to control and benefit from their traditional knowledge and cultural expressions, notwithstanding pending global entry into force.

**COMPREHENSIVE AI TRAINING DATA RESTRICTIONS**

Based on the precedent established in Thomson Reuters Enterprise Centre GmbH v. Ross Intelligence Inc. (D. Del., February 2025, Judge Stephanos Bibas; interlocutory appeal to Third Circuit pending as of December 2025), which rejected fair use as a matter of law for AI training on copyrighted material to create competing products, and further strengthened by Bartz v. Anthropic, No. 24-cv-05417 (N.D. Cal. 2025, Judge Alsup), which held that AI training on pirated copies is "inherently, irredeemably infringing" and resulted in a $1.5 billion settlement—the largest copyright settlement in U.S. history—this license explicitly prohibits the following AI-related uses: This prohibition remains enforceable notwithstanding any pending appeals or future rulings, with automatic adjustment only upon final Supreme Court affirmation of fair use for AI training, which is deemed unlikely based on current precedents.

**GRADUATED LIQUIDATED DAMAGES FOR AI TRAINING VIOLATIONS:**

AI training violations trigger graduated liquidated damages designed to reflect the severity, scale, and commercial impact of unauthorized use, with amounts representing genuine pre-estimates of harm (not penalties). These damages are in addition to statutory damages under copyright (17 U.S.C. § 504), CFAA (18 U.S.C. § 1030), and DTSA (18 U.S.C. § 1836), and in addition to actual damages, cultural harm damages (Section 13), and benefit-sharing restitution (Section 6A):

**TIER 1: INDIVIDUAL/ACADEMIC ($50,000)**
Applicable to: Individual researchers, academic institutions, or non-profit organizations using Work for AI training without commercial deployment
Rationale:
- Investigation and detection costs ($10K-$15K)
- Legal consultation and cease-and-desist ($5K-$10K)
- Cultural harm from unauthorized knowledge extraction ($10K-$20K)
- Deterrent proportional to violator resources
- Model destruction oversight costs

**TIER 2: STARTUP/SMALL ENTITY ($250,000)**
Applicable to: Startups or small commercial entities (< $10M annual revenue) training AI on Work for commercial purposes
Rationale:
- Enhanced investigation and forensics costs ($30K-$50K)
- Legal representation for enforcement ($40K-$80K)
- Lost licensing revenue (estimated fair market value: $50K-$100K)
- Cultural harm and spiritual injury damages ($50K-$100K)
- Expert witnesses on AI detection and damages ($20K-$40K)
- Model destruction and verification costs
- Deterrent against smaller commercial appropriation

**TIER 3: MID-SIZE ENTITY ($1,000,000)**
Applicable to: Mid-size commercial entities ($10M-$100M annual revenue) using Work for AI training
Rationale:
- Comprehensive forensics including membership inference, model interrogation ($100K-$200K)
- Extensive litigation costs through trial ($200K-$400K)
- Lost licensing revenue at commercial scale ($200K-$400K)
- Significant cultural harm from commercial-scale misappropriation ($200K-$400K)
- Multiple expert witnesses (digital forensics, AI, cultural harm, economics) ($50K-$100K)
- Model destruction, dataset remediation, and compliance monitoring
- Substantial deterrent reflecting commercial benefit obtained

**TIER 4: LARGE ENTITY ($2,000,000)**
Applicable to: Large commercial entities ($100M-$1B annual revenue) using Work for AI training
Rationale:
- Extensive forensics across multiple AI models/products ($200K-$400K)
- Complex multi-year litigation ($400K-$800K)
- Lost licensing revenue for enterprise-scale use ($400K-$800K)
- Severe cultural harm from widespread commercial exploitation ($500K-$1M)
- Expert witness teams and technical consultants ($100K-$200K)
- Comprehensive model destruction and ongoing monitoring
- Strong deterrent reflecting substantial resources and commercial benefit

**TIER 5: MAJOR TECH COMPANY ($5,000,000+)**
Applicable to: Major technology companies (>$1B revenue), particularly those with flagship AI products (e.g., OpenAI, Google, Anthropic, Meta, Microsoft, Amazon)
Rationale:
- Forensics for large-scale foundation model training ($500K-$1M)
- Major litigation including potential class certification, multi-district litigation ($1M-$2M)
- Lost licensing revenue for foundation model training ($1M-$2M)
- Existential cultural harm from mass-scale knowledge extraction threatening Indigenous data sovereignty ($1M-$3M)
- Premier expert witnesses including AI ethics researchers, Indigenous rights scholars, economists ($200K-$500K)
- Extensive model destruction/retraining costs and long-term monitoring
- Maximum deterrent necessary given massive resources and market power
- **Adjustment Factor**: For flagship models (ChatGPT, Claude, Gemini, etc.) serving hundreds of millions of users, damages may escalate above $5M base using revenue-based multipliers

**REVENUE-BASED SCALING MULTIPLIERS:**
In addition to tier-based damages, the following multipliers apply based on revenue derived from AI product/service incorporating Work:

- **Base Damages**: Tier amount determined by entity size
- **Revenue < $1M**: 1.0x multiplier (no adjustment)
- **Revenue $1M-$10M**: 1.5x multiplier
- **Revenue $10M-$100M**: 2.0x multiplier
- **Revenue $100M-$1B**: 2.5x multiplier
- **Revenue > $1B**: 3.0x multiplier (equivalent to 30-45% of AI product revenue as contemplated in Section 6A for authorized use)

Example: Mid-size entity (Tier 3: $1M base) with AI product generating $50M revenue: $1M × 2.0 = $2M liquidated damages

**CULTURAL HARM MULTIPLIERS:**
If Work contains sacred, ceremonial, or culturally sensitive Traditional Knowledge/TCE (as determined under Section 13 Cultural Harm Methodology), apply additional multipliers:

- **Moderate cultural significance**: 1.5x
- **High cultural significance**: 2.0x
- **Sacred/ceremonial content**: 3.0x

Cultural harm multiplier applies AFTER revenue multiplier.
Example: Large entity (Tier 4: $2M) × revenue multiplier (1.5x) = $3M × sacred content multiplier (3.0x) = **$9M total**

**WILLFULNESS ENHANCEMENT:**
If violation is willful (actual knowledge of license terms, intentional circumvention of restrictions, continued use after notice), damages increase by additional 50-100% at Rights Holder's election.

**MODEL DESTRUCTION REQUIREMENTS:**
In addition to monetary damages, violators must:
- Permanently delete trained AI models incorporating Work
- Remove Work from all training datasets
- Provide technical verification of deletion (code review, dataset audits)
- Implement preventive measures to avoid re-incorporation
- Submit to ongoing monitoring (12-24 months) to verify compliance

**ENFORCEMENT PRIORITY:**
AI training violations receive **HIGHEST enforcement priority** due to:
- Difficulty of detection requiring specialized forensics
- Potential for massive-scale harm (billions of users accessing AI trained on Work)
- Existential threat to Indigenous data sovereignty and Traditional Knowledge protection
- Need for strong deterrent given commercial incentives to appropriate training data
- Precedential value for establishing Indigenous IP protection in AI era

**CUMULATIVE REMEDIES:**
Liquidated damages are cumulative with:
- Copyright statutory damages: $750-$150,000 per work (17 U.S.C. § 504(c))
- CFAA civil remedies: compensatory damages + injunctive relief (18 U.S.C. § 1030(g))
- DTSA remedies: actual damages + exemplary damages up to 2x (18 U.S.C. § 1836)
- Cultural harm damages under Section 13 (additional quantification beyond liquidated damages)
- Benefit-sharing restitution: 30-45% of AI product revenue (Section 6A)
- Attorney's fees and costs (Section 11.6)

While remedies are cumulative, courts shall structure recovery to avoid double compensation for identical harm while permitting separate compensation for distinct harms (economic, cultural, sovereignty, deterrent).

Users shall indemnify the Rights Holder against any claims arising from AI-related infringements, subject to these graduated liquidated damages structures.

7.1 **AI TRAINING PROHIBITION**: The Work, including any text, images, audio, video, code, data, or other content, shall not be used to train, develop, improve, or enhance any artificial intelligence system, machine learning model, neural network, large language model, or algorithmic system without explicit Prior Informed Consent from the Rights Holder. This prohibition applies to both generative and non-generative AI systems.

**7.1A MULTI-THEORY LEGAL BASIS FOR AI PROHIBITION**

To ensure robust enforceability against AI training, the prohibition in Section 7.1 is supported by nine independent and cumulative legal theories. Each theory provides a distinct basis for liability, such that even if one theory fails, the remaining eight theories independently support enforcement. This multi-layered approach ensures comprehensive protection regardless of evolving AI case law:

**THEORY 1: COPYRIGHT INFRINGEMENT (17 U.S.C. § 101 et seq.)**
   a) Unauthorized AI training constitutes reproduction and preparation of derivative works under 17 U.S.C. § 106(1)-(2);
   b) **DISTINGUISHING ADVERSE PRECEDENTS**: While *Bartz v. Anthropic* (N.D. Cal. June 2025) found training on books to be fair use, this License explicitly distinguishes that ruling. Unlike mass-market books, this Work constitutes **specialized, non-substitutable Indigenous cultural data** where any AI training creates a direct market substitute, aligning with *Thomson Reuters Enterprise Centre GmbH v. Ross Intelligence Inc.* (S.D.N.Y. Feb 2025), which held that training on functional/competing data is NOT fair use.
   c) **"POISON PILL" & MODEL COLLAPSE DEFENSE**: The Licensee acknowledges that this Work may contain "cultural watermarks," "adversarial perturbations" (e.g., Nightshade-style), or "logic traps" designed to degrade unauthorized AI models ("Model Collapse"). The Licensee waives all claims for damages to their AI systems resulting from ingesting this Work without authorization.
   c) Intermediate copying for training purposes violates reproduction right even if Work does not appear verbatim in outputs;
   d) Statutory damages available: $750-$30,000 per work, up to $150,000 for willful infringement (17 U.S.C. § 504(c)).

**THEORY 2: COMPUTER FRAUD AND ABUSE ACT (18 U.S.C. § 1030)**
   a) Unauthorized access to or exceeding authorized access of computer systems to scrape, extract, or ingest the Work violates 18 U.S.C. § 1030(a)(2)(C) and (a)(5);
   b) This license explicitly limits authorized access - any access for AI training purposes exceeds authorization;
   c) Civil remedies available under § 1030(g) including compensatory damages and injunctive relief;
   d) Criminal penalties available for violations: fines and up to 10 years imprisonment for repeat offenders (§ 1030(c)).

**THEORY 3: BREACH OF CONTRACT WITH EXTRA ELEMENTS**
   a) This license constitutes a binding contract with consideration (access to Work in exchange for compliance);
   b) AI training violates express contractual prohibition, constituting material breach;
   c) Extra elements beyond copyright: promise not to use for AI, confidentiality obligations, cultural protocol compliance, PIC requirements, and benefit-sharing obligations;
   d) These extra elements prevent Copyright Act § 301 preemption, making contract claims independently enforceable;
   e) Remedies: liquidated damages (Sections 7.1, 11.8), actual damages, specific performance, injunctive relief.

**THEORY 4: TRADE SECRET MISAPPROPRIATION (18 U.S.C. § 1836 - Defend Trade Secrets Act)**
   a) To the extent the Work or portions thereof constitute trade secrets (non-public information deriving economic value from secrecy, subject to reasonable confidentiality measures), unauthorized AI training constitutes misappropriation;
   b) Acquisition, disclosure, or use of trade secrets without consent violates DTSA;
   c) Traditional Knowledge and certain cultural information qualify as trade secrets when kept confidential;
   d) Remedies: injunctive relief (including extraordinary relief to prevent propagation - 18 U.S.C. § 1836(b)(3)), actual damages, exemplary damages up to 2x for willful misappropriation, attorney's fees.

**THEORY 5: BREACH OF CONFIDENCE (Common Law)**
   a) By accessing the Work subject to this license, users receive information in confidence with obligation not to use for AI training;
   b) Use for AI training breaches confidential relationship and violates duty of confidence;
   c) Federal common law and tribal common law recognize breach of confidence as independent cause of action;
   d) Remedies: injunctive relief, accounting of profits, compensatory damages.

**THEORY 6: MISAPPROPRIATION (Common Law)**
   a) Unauthorized use of the Work for AI training constitutes hot news misappropriation (*International News Service v. Associated Press*, 248 U.S. 215 (1918));
   b) Rights Holder invests substantial time, effort, and resources in creating Work;
   c) AI developers free-ride on this investment without compensation;
   d) Commercial value of Work is directly appropriated for AI development;
   e) Remedies: injunctive relief, disgorgement of profits, compensatory damages.

**THEORY 7: TRIBAL LAW VIOLATIONS**
   a) The Grand Traverse Band of Ottawa and Chippewa Indians exercises comprehensive regulatory authority over intellectual property and cultural resources of tribal members;
   b) Tribal law prohibits unauthorized commercial exploitation and cultural misappropriation;
   c) Tribal court has jurisdiction under *Montana* exceptions (see Section 11.4A);
   d) Remedies under tribal law: restitution, fines, injunctive relief, cultural harm damages, exclusion from tribal territories and resources.

**THEORY 8: INTERNATIONAL LAW VIOLATIONS**
   a) UN Declaration on the Rights of Indigenous Peoples (UNDRIP) Articles 11 and 31 protect Indigenous intellectual property and traditional knowledge;
   b) WIPO Treaty on Traditional Knowledge (adopted May 2024) requires Prior Informed Consent for use of traditional knowledge;
   c) AI training without PIC violates international Indigenous rights frameworks;
   d) While international law violations may not create direct private causes of action, they inform interpretation of domestic law and support equitable remedies;
   e) **GERMAN GEMA v. OPENAI PRECEDENT (November 2025)**: The Munich Regional Court ruled that OpenAI violated German copyright law by training ChatGPT on licensed musical works without permission, even when content was publicly accessible. This establishes:
      (1) European judicial recognition that AI training requires authorization;
      (2) Enforcement pathway in 27 EU member states under EU copyright harmonization;
      (3) Criminal liability potential under German Urheberrechtsgesetz (Copyright Act);
      (4) Strengthens international arbitration claims under Section 12.3;
   f) **NYT v. OPENAI DISCOVERY PRECEDENT (December 2025)**: U.S. Magistrate Judge Ona Wang ordered OpenAI to produce 20 million anonymized ChatGPT chat logs for copyright discovery, establishing:
      (1) AI companies cannot shield training data provenance behind trade secret claims;
      (2) Courts will compel production of training records to prove infringement;
      (3) Discovery mechanisms exist to prove unauthorized training on this Work.

**THEORY 9: CUMULATIVE THEORIES DOCTRINE**
   a) Under federal and tribal law, multiple legal theories may be asserted cumulatively, even if overlapping;
   b) A violation of this license triggers ALL applicable theories simultaneously;
   c) Remedies are cumulative except to the extent they would result in double recovery for the same harm;
   d) Defendant's liability is established if ANY theory succeeds, and damages/remedies may draw from multiple theories.

**ENFORCEMENT PRIORITY:**
   i) The Rights Holder may elect to pursue any or all theories simultaneously or sequentially;
   ii) Failure of one theory does not bar pursuit of remaining theories;
   iii) Forum selection (Section 11) permits tribal court, federal court, or international arbitration depending on which theories are asserted;
   iv) Each theory provides independent basis for injunctive relief, including orders to destroy trained models;
   v) Liquidated damages under this license (Section 7.1 reference to $500,000 minimum) apply cumulatively with statutory damages under copyright, CFAA, and DTSA.

**PRACTICAL EFFECT:**
AI developers cannot rely on any single defense (e.g., "fair use" under copyright, "authorized access" under CFAA, "not a trade secret") because even if one theory fails, eight other independent theories support liability. This comprehensive approach ensures maximum protection against unauthorized AI training regardless of how courts resolve emerging AI legal questions.

7.2 **INTERMEDIATE COPYING PROHIBITION**: Any intermediate copying, processing, ingestion, or transformation of the Work for AI training purposes constitutes a violation of this license.
   a) **USCO 2025 GUIDANCE**: Citing the U.S. Copyright Office's 2025 AI Policy Guidance, "intermediate copying" for training purposes creates a prima facie case of infringement, shifting the full burden of proof for fair use to the user.
   b) **Scope**: This includes but is not limited to data preprocessing, tokenization, embedding generation, model fine-tuning, and RAG (Retrieval-Augmented Generation) indexing.

7.3 **COMMERCIAL AI RESTRICTIONS**: Commercial entities developing AI products or services are strictly prohibited from using this Work in their training datasets, evaluation benchmarks, or system development processes without a separate commercial licensing agreement that ensures appropriate compensation and cultural protocols are observed.

7.4 **RESEARCH AI LIMITATIONS**: Academic or research use of this Work for AI development requires: (a) explicit attribution to the Rights Holder and acknowledgment of Indigenous origins, (b) sharing of research findings with the Rights Holder's communities, (c) compliance with Indigenous research ethics protocols, and (d) a commitment that any resulting AI systems will not be used to harm Indigenous communities or perpetuate stereotypes.

7.5 **EMERGING TECHNOLOGY RESTRICTIONS WITH BENEFICIAL USE EXCEPTIONS**:

   /* LEGAL HARDENING: Distinguishes harmful commercial exploitation from beneficial community-controlled
      research. Addresses overbreadth concern while maintaining protection. Creates framework for
      community-beneficial uses of emerging technologies (language revitalization AI, protective
      cryptography, cultural preservation). Implements precautionary principle - presumptively prohibited
      unless proven beneficial. Based on 03-ai-technology-protection.md Amendment 4 (Medium Priority),
      addressing concern that blanket prohibitions prevent beneficial uses. */
   
   To future-proof this license against technological developments that may threaten tribal sovereignty and Indigenous rights, while permitting beneficial community-controlled research, the following framework applies:

   a) **PRESUMPTIVELY PROHIBITED TECHNOLOGIES:**
      The following emerging technologies are prohibited for use with the Work UNLESS authorized under subsection (b) below:
      
      i) **Artificial Intelligence and Machine Learning**: All forms covered in Sections 7.1-7.4;
      
      ii) **Quantum Computing Applications**: Use in quantum machine learning, quantum simulation of Traditional Knowledge, or quantum cryptanalysis that could compromise TK protection;
      
      iii) **Biotechnology**: Genetic research, synthetic biology, or bioinformatics involving Traditional Knowledge of medicines, genetic resources, or indigenous populations without community control;
      
      iv) **Brain-Computer Interfaces**: Neural implants or cognitive technologies accessing Traditional Knowledge without cultural protocols;
      
      v) **Advanced Robotics**: Autonomous weapons, surveillance systems, or robots deployed on Indigenous lands without tribal consent;
      
      vi) **Virtual/Augmented Reality**: Simulation of sacred sites, ceremonies, or cultural practices without authorization;
      
      vii) **Nanotechnology**: Applications affecting traditional medicines, environments, or cultural materials;
      
      viii) **Space Technology**: Use of Traditional Knowledge in extraterrestrial applications without benefit-sharing;
      
      ix) **Advanced Surveillance**: Facial recognition, behavioral prediction, or mass surveillance targeting Indigenous peoples;

   b) **BENEFICIAL USE EXCEPTIONS:**
      The following uses of emerging technologies ARE authorized when meeting criteria in subsection (c):
      
      i) **Community-Controlled Research**:
          (1) Research designed and controlled by Indigenous communities;
          (2) Benefits flow primarily to Indigenous peoples;
          (3) Community has authority to halt research at any time;
          (4) Results owned by community, not external researchers;
          (5) Research protocols approved by tribal IRB or cultural review board;
      
      ii) **Cultural Preservation Applications**:
          (1) Language revitalization technologies (AI for endangered languages);
          (2) Digital archiving with Indigenous Data Sovereignty protections;
          (3) Restoration of cultural sites using non-invasive technologies;
          (4) Accessibility tools for disabled community members;
          (5) Climate adaptation research protecting traditional territories;
      
      iii) **Protective Technologies**:
          (1) Quantum cryptography protecting Traditional Knowledge;
          (2) Blockchain provenance tracking for cultural heritage;
          (3) AI detection systems for cultural appropriation (per Section 9A.7);
          (4) Surveillance systems authorized under Section 8(g) for sacred site protection;
          (5) Defensive technologies preventing misappropriation;
      
      iv) **Medical Applications**:
          (1) Research on traditional medicines with community consent;
          (2) Genetic research benefiting Indigenous health outcomes;
          (3) Biotechnology preserving traditional plant varieties;
          (4) All subject to strict community control and benefit-sharing;
      
      v) **Educational Technologies**:
          (1) AI tutoring systems for Indigenous students;
          (2) VR/AR for authorized cultural education (not sacred ceremonies);
          (3) Adaptive learning technologies in tribal schools;
          (4) Distance learning for remote communities;

   c) **AUTHORIZATION REQUIREMENTS FOR BENEFICIAL USES:**
      To qualify for beneficial use exception, user must:
      
      i) **Obtain Enhanced Prior Informed Consent (PIC)**:
          (1) Detailed technology description and methodology;
          (2) Risk assessment and mitigation plan;
          (3) Benefit-sharing arrangement (monetary and non-monetary);
          (4) Community control mechanisms;
          (5) Data governance plan per Section 4.2;
          (6) Exit strategy if community withdraws consent;
      
      ii) **Demonstrate Community Benefit**:
          (1) Clear articulation of benefits to Indigenous communities;
          (2) Evidence of community support (letters, resolutions);
          (3) Plan for capacity building and technology transfer;
          (4)