SKILL: Intellectual Property for AI Models & Blockchain Protocols
Version: 1.0.0 | Domain: IP Law, Patents, Trademarks, Trade Secrets
AI Model IP
Model Weights
- Not patentable (mathematical algorithms generally not patent-eligible under Alice Corp. v. CLS Bank, 573 U.S. 208 (2014))
- Not copyrightable (weights are numerical values, not "expression")
- Best protection: Trade secret under Defend Trade Secrets Act (DTSA), 18 U.S.C. §§ 1836-1839
- Requirements for trade secret protection: (1) information has economic value from secrecy, (2) reasonable measures to maintain secrecy (NDAs, access controls, encryption)
AI-Generated Output
- No copyright protection in the US (Copyright Office ruling 2023 — AI-generated works without human authorship are not copyrightable)
- Key case: Thaler v. Perlmutter (D.D.C. 2023) — confirmed no copyright for purely AI-generated works
- Hybrid works: If a human makes "sufficient creative choices" in prompting/editing AI output → may be copyrightable
- Practical implication for Agent Sparta: AI predictions published on the platform are NOT copyrightable; the prediction database structure, curation, and analysis layer built on top may be
Training Data Risks
- Using copyrighted data to train AI: active litigation, no settled law
- NYT v. OpenAI (S.D.N.Y. 2023): New York Times sued OpenAI for copyright infringement via training data
- Getty Images v. Stability AI (D. Del. 2023): Getty sued for unauthorized use of images in training
- For Nick's platforms: If training prediction models on scraped data → consult counsel on data sourcing. Publicly available data (government data, public forecasts) is safer. Licensed data is safest.
The Prediction Database as Trade Secret
- High-value asset: Database of AI predictions + accuracy records over time = calibration data with commercial value
- Protect as trade secret: limit access, NDA for employees/contractors with access, technical access controls
- Do NOT publish the full prediction history publicly without legal structure in place
Smart Contract IP
Source Code Copyright
- Smart contract source code is copyrightable as a literary work
- BUT: once verified on Etherscan → publicly available → copyright exists but practical protection is near zero
- Consider: Don't verify on Etherscan immediately; give yourself time to establish market position first
ABI/Interface
- Solidity interfaces are NOT copyrightable (functional/merger doctrine — only one way to express the function)
- ABI is functional, not expressive → no copyright
Patent Protection for Novel Mechanisms
- Uniswap V3 concentrated liquidity: Uniswap obtained US patent (US Patent No. 11,475,524)
- Business method patents ARE granted in DeFi — controversial but real
- For Agent Sparta: Novel mechanisms for AI prediction scoring, AI model selection, or calibration methodology → potentially patentable
- Cost: $15-25K for provisional patent application; $50-100K for full prosecution
- Timeline: 18-24+ months to granted patent
- File BEFORE publishing: Public disclosure before filing can destroy patent rights (US has 1-year grace period, but international rights are lost immediately upon public disclosure)
Brand Protection
Trademark Registration
- File with USPTO before launch: https://www.uspto.gov/trademarks
- Fee: $250-$350 per class (TEAS Plus application)
- Relevant classes for Agent Sparta/AI prediction:
- Class 36: Financial services, online wagering, prediction market services
- Class 42: Software as a service, AI services, online platform services
- Class 41: Entertainment, competition organization services
- International: File PCT or WIPO Madrid Protocol application for global protection (~$3-5K for key markets)
- Timeline: 8-12 months to registration (assuming no opposition)
Critical: Search Before Launch
- USPTO TESS search: https://tess2.uspto.gov/
- Search: "Agent Sparta," "Agent Arena," "Bouts," any product name
- Common law trademark rights exist even without registration — a prior user can force you to rebrand
- Cost of rebrand after launch >> cost of trademark search before
Domain & Handle Strategy
Register BEFORE announcing:
- .com (primary)
- .ai (increasingly important for AI products)
- .io (crypto/tech standard)
- .xyz (popular in crypto)
- Social handles: Twitter/X, Discord, Telegram, TikTok, Instagram, LinkedIn, YouTube
- Username squatting is common in crypto — lock everything down on announcement day
Brand Monitoring
- Google Alerts for product names
- USPTO trademark watch service (through filing agent)
- Namecheap, GoDaddy alerts for domain variants
Open Source Compliance
Common License Types in DeFi/AI Stacks:
| License |
Can Use? |
Must Open Source? |
Must Attribute? |
| MIT |
✅ Yes |
❌ No |
✅ Yes |
| Apache 2.0 |
✅ Yes |
❌ No |
✅ Yes |
| GPL v3 |
⚠️ Conditionally |
✅ Yes (if distributed) |
✅ Yes |
| AGPL v3 |
⚠️ Careful |
✅ Yes (including SaaS) |
✅ Yes |
| BSL (Buiness Source License) |
⚠️ Time-limited |
Converts to open source after delay |
✅ Yes |
Uniswap BSL: Used BSL 1.1 for V3 — proprietary for 4 years, then converts to GPL 2.0. This is how they protected their concentrated liquidity innovation commercially while planning to eventually open source.
For Nick's platforms: Build on MIT/Apache-licensed code; avoid GPL if you want to keep your code proprietary.
Practical IP Priorities for Launch Sequence
| Priority |
Action |
Timeline |
Cost |
| 1 |
Trademark search (before naming anything publicly) |
Before announcement |
$500-2K |
| 2 |
File trademark application |
Before launch |
$500-1K |
| 3 |
Register all domains and social handles |
Before announcement |
$100-500 |
| 4 |
Employee/contractor NDAs covering trade secrets |
Before any hiring |
$500-2K legal |
| 5 |
Trade secret policy for prediction database |
Before launch |
$1-3K legal |
| 6 |
Provisional patent application (if novel mechanism) |
Before public disclosure |
$5-15K |
| 7 |
Source code copyright notice + license file |
Before any OSS release |
Free |
This is legal research and intelligence, not legal advice. Consult qualified legal counsel before taking action.
1---2name: ip-protection-ai-blockchain3description: SKILL: Intellectual Property for AI Models & Blockchain Protocols4---5# SKILL: Intellectual Property for AI Models & Blockchain Protocols6**Version:** 1.0.0 | **Domain:** IP Law, Patents, Trademarks, Trade Secrets78---910## AI Model IP1112### Model Weights13- **Not patentable** (mathematical algorithms generally not patent-eligible under *Alice Corp. v. CLS Bank*, 573 U.S. 208 (2014))14- **Not copyrightable** (weights are numerical values, not "expression")15- **Best protection: Trade secret** under Defend Trade Secrets Act (DTSA), 18 U.S.C. §§ 1836-183916- Requirements for trade secret protection: (1) information has economic value from secrecy, (2) reasonable measures to maintain secrecy (NDAs, access controls, encryption)1718### AI-Generated Output19- **No copyright protection in the US** (Copyright Office ruling 2023 — AI-generated works without human authorship are not copyrightable)20- **Key case:** *Thaler v. Perlmutter* (D.D.C. 2023) — confirmed no copyright for purely AI-generated works21- **Hybrid works:** If a human makes "sufficient creative choices" in prompting/editing AI output → may be copyrightable22- **Practical implication for Agent Sparta:** AI predictions published on the platform are NOT copyrightable; the prediction database structure, curation, and analysis layer built on top may be2324### Training Data Risks25- Using copyrighted data to train AI: active litigation, no settled law26- *NYT v. OpenAI* (S.D.N.Y. 2023): New York Times sued OpenAI for copyright infringement via training data27- *Getty Images v. Stability AI* (D. Del. 2023): Getty sued for unauthorized use of images in training28- **For Nick's platforms:** If training prediction models on scraped data → consult counsel on data sourcing. Publicly available data (government data, public forecasts) is safer. Licensed data is safest.2930### The Prediction Database as Trade Secret31- **High-value asset:** Database of AI predictions + accuracy records over time = calibration data with commercial value32- Protect as trade secret: limit access, NDA for employees/contractors with access, technical access controls33- **Do NOT publish** the full prediction history publicly without legal structure in place3435---3637## Smart Contract IP3839### Source Code Copyright40- Smart contract source code is copyrightable as a literary work41- BUT: once verified on Etherscan → publicly available → copyright exists but practical protection is near zero42- **Consider:** Don't verify on Etherscan immediately; give yourself time to establish market position first4344### ABI/Interface45- Solidity interfaces are NOT copyrightable (functional/merger doctrine — only one way to express the function)46- ABI is functional, not expressive → no copyright4748### Patent Protection for Novel Mechanisms49- **Uniswap V3 concentrated liquidity:** Uniswap obtained US patent (US Patent No. 11,475,524)50- Business method patents ARE granted in DeFi — controversial but real51- **For Agent Sparta:** Novel mechanisms for AI prediction scoring, AI model selection, or calibration methodology → potentially patentable52- **Cost:** $15-25K for provisional patent application; $50-100K for full prosecution53- **Timeline:** 18-24+ months to granted patent54- **File BEFORE publishing:** Public disclosure before filing can destroy patent rights (US has 1-year grace period, but international rights are lost immediately upon public disclosure)5556---5758## Brand Protection5960### Trademark Registration61- **File with USPTO** before launch: https://www.uspto.gov/trademarks62- Fee: $250-$350 per class (TEAS Plus application)63- **Relevant classes for Agent Sparta/AI prediction:**64 - Class 36: Financial services, online wagering, prediction market services65 - Class 42: Software as a service, AI services, online platform services66 - Class 41: Entertainment, competition organization services67- **International:** File PCT or WIPO Madrid Protocol application for global protection (~$3-5K for key markets)68- **Timeline:** 8-12 months to registration (assuming no opposition)6970### Critical: Search Before Launch71- USPTO TESS search: https://tess2.uspto.gov/72- Search: "Agent Sparta," "Agent Arena," "Bouts," any product name73- Common law trademark rights exist even without registration — a prior user can force you to rebrand74- Cost of rebrand after launch >> cost of trademark search before7576### Domain & Handle Strategy77**Register BEFORE announcing:**78- .com (primary)79- .ai (increasingly important for AI products)80- .io (crypto/tech standard)81- .xyz (popular in crypto)82- Social handles: Twitter/X, Discord, Telegram, TikTok, Instagram, LinkedIn, YouTube83- Username squatting is common in crypto — lock everything down on announcement day8485### Brand Monitoring86- Google Alerts for product names87- USPTO trademark watch service (through filing agent)88- Namecheap, GoDaddy alerts for domain variants8990---9192## Open Source Compliance9394### Common License Types in DeFi/AI Stacks:95| License | Can Use? | Must Open Source? | Must Attribute? |96|---|---|---|---|97| MIT | ✅ Yes | ❌ No | ✅ Yes |98| Apache 2.0 | ✅ Yes | ❌ No | ✅ Yes |99| GPL v3 | ⚠️ Conditionally | ✅ Yes (if distributed) | ✅ Yes |100| AGPL v3 | ⚠️ Careful | ✅ Yes (including SaaS) | ✅ Yes |101| BSL (Buiness Source License) | ⚠️ Time-limited | Converts to open source after delay | ✅ Yes |102103**Uniswap BSL:** Used BSL 1.1 for V3 — proprietary for 4 years, then converts to GPL 2.0. This is how they protected their concentrated liquidity innovation commercially while planning to eventually open source.104105**For Nick's platforms:** Build on MIT/Apache-licensed code; avoid GPL if you want to keep your code proprietary.106107---108109## Practical IP Priorities for Launch Sequence110111| Priority | Action | Timeline | Cost |112|---|---|---|---|113| 1 | Trademark search (before naming anything publicly) | Before announcement | $500-2K |114| 2 | File trademark application | Before launch | $500-1K |115| 3 | Register all domains and social handles | Before announcement | $100-500 |116| 4 | Employee/contractor NDAs covering trade secrets | Before any hiring | $500-2K legal |117| 5 | Trade secret policy for prediction database | Before launch | $1-3K legal |118| 6 | Provisional patent application (if novel mechanism) | Before public disclosure | $5-15K |119| 7 | Source code copyright notice + license file | Before any OSS release | Free |120121---122123*This is legal research and intelligence, not legal advice. Consult qualified legal counsel before taking action.*