KAI.com Digital Society Token Category Matrix
“Nasdaq defined the valuation language of tech stocks. KAI defines the pricing language of digital society tokens.”
Overview: Six-Layer Architecture of Digital Society Tokens KAI.com · 数字社会 Nasdaq KAI.com · The Nasdaq of Digital Society
Layer 6 Right Token (IP · Licensing · Membership · Identity)
Layer 5 Service Token (Human+AI Hybrid Services · Consultation · Creation)
Layer 4 Validation Token (Security Audit · Alignment Evaluation · Authenticity Certification)
Layer 3 Data Token (Training Sets · Inference Context · Real-Time Data Streams)
Layer 2 Agent Token (Autonomous Agents · Multi-Agent Collaboration · Task Execution)
Layer 1 Compute Token (Model Inference · GPU Computing · Power Futures) ════ 现货 · 期货 · 期权 · 转让 | Spot · Futures · Options · Transfer ════
Layer 1 · Compute Token (Cornerstone Layer)
Positioning: The electricity of digital society. The physical foundation of all upper-layer tokens. KAI.com · Digital Society Token Category Matrix 1 / 9
Subcategory
Description
Examples
Pricing Factors
Launch
Model Inference Token
Computing credentials for large model inference calls GPT/Claude/文心/通 义 Token GPT, Claude, Ernie, Tongyi Tokens
Performance, Concurrency, Timeslot
Now GPU 裸算力 Token GPU Bare-Metal Token
General GPU computing unbundled from models
A100/H100 hours, Rendering compute
Chip model, Supply/Demand, Power cost 2026 Q4
Power Futures Token
Power contracts tied to specific data centers
Yarlung Tsangpo Hydro, Texas Wind Power
Location, Energy type, Timeslot 2027 Q1
Inference Accel Token
Dedicated inference chips / optimization engines Groq LPU · Sohu · 量
Groq LPU, Sohu, Quantization accelerators
Chip scarcity, Compatible model count 2027 Q2
Edge Inference Token
Inference compute on mobile/edge devices Apple Neural Engine · 高通 AI Engine Apple Neural Engine, Qualcomm AI Engine
Device model, Available timeslot 2027 Q3 交易特征 / Trading Characteristics
High frequency, Time-of-use pricing, Power-cost sensitive, Futures hedging available. 关键洞察 / Key Insights
The spread between Token spot prices and GPU futures is itself a prime arbitrage target. Layer 2 · Agent Token（执行层） Layer 2 · Agent Token (Execution Layer)
Positioning: The labor force of digital society. Agents are autonomous entities executing tasks. KAI.com · Digital Society Token Category Matrix 2 / 9
Subcategory
Description
Examples
Pricing Factors
Launch 单任务 Agent Token Single-Task Agent Token
Agent invocation for a single specific task
Code review, Doc translation, Data analysis
Task complexity, Success rate, Duration 2026 Q4 长期 Agent Token Long-Term Agent Token
Continuously running Agent (Monthly/Annual)
24/7 Support, Repo maintenance, Social media
Agent reliability, Domain knowledge, SLA 2027 Q1 多 Agent 协作 Token Multi-Agent Collab Token
Multiple Agents collaborating on complex tasks
（PM+Dev+QA） ·
Dev team (PM+Dev+QA), Research teams
Collab efficiency, Quality, Completion rate 2027 Q2
Token Agent Upgrade Token
Upgrades for Agent’s model, knowledge, or tools
Upgrade GPT-4 to GPT-5, New API integration
Upgrade magnitude, Compatibility 2027 Q2
Token Agent Market Data Token
Market data on Agent behavior and performance
Agent success leaderboards, Value comparison
Data freshness, Coverage breadth 2027 Q3 交易特征 / Trading Characteristics
Outcome-based pricing (not process), SLA guarantees, Reviewable & comparable. 关键洞察 / Key Insights
The Agent “unemployment rate”—the speed of obsolescence—forms its implied risk premium.
Layer 3 · Data Token (Fuel Layer)
Positioning: The petroleum of digital society. Raw materials for model training and inference. KAI.com · Digital Society Token Category Matrix 3 / 9
Subcategory
Description
Examples
Pricing Factors
Launch
Training Dataset Token
Access rights to high-quality labeled data
Multilingual parallel corpora, Repos, Medical images
Data volume, Annotation quality, Scarcity 2027 Q1
Real-Time Data Stream Token
Continuously updated real-time streaming data
Financial feeds, Social media, Weather/Traffic
Refresh frequency, Latency, Exclusivity 2027 Q1
Private Data Token
Anonymized usage rights of enterprise internal data
Retail transactions, Medical records, Sensors
Data value density, Privacy protection level 2027 Q2
Synthetic Data Token
High-quality synthetic data generated by AI
Synthetic dialogues, Synthetic images/code
Fidelity, Diversity, Generation cost 2027 Q2
Data Labeling Token
Human+AI hybrid data labeling services
RLHF preferences, Expert labeling, Crowdsourcing
Accuracy, Domain expertise, Throughput 2027 Q3 交易特征 / Trading Characteristics
Freshness decay, Privacy compliance constraints, Exclusivity premium. 关键洞察 / Key Insights
Data shelf-life creates futures discount—today’s data is costlier than 3- month-later data due to model evolution.
Layer 4 · Validation Token (Trust Layer)
Positioning: The audit of digital society. All tokens require verification to establish trust. KAI.com · Digital Society Token Category Matrix 4 / 9
Subcategory
Description
Examples
Pricing Factors
Launch
Security Audit Token
Security assessments for models, Agents, and data
Red teaming, Vulnerability scanning, Backdoor detection
Audit depth, Coverage scope, Authority level 2027 Q1
Alignment Eval Token
Evaluation of model values and safety alignment
Harmful content detection, Bias evaluation, Jailbreak testing
Evaluation dimensions, Benchmark authority, Timeliness 2027 Q1
Authenticity Cert Token
Verification of content and data provenance
C2PA content provenance, Deepfake detection
Certification accuracy, Tamper-proof level 2027 Q2
Benchmark Token
Standardized model performance testing MMLU · HumanEval ·
MMLU, HumanEval, Custom benchmarks
Update frequency, Industry recognition 2027 Q2
Compliance Audit Token
Verification of compliance with regulations/ standards GDPR · SOC2 · AI
GDPR, SOC2, AI Act, Export controls
Compliance scope, Certification authority 2027 Q3 交易特征 / Trading Characteristics
Periodic re-inspection, Time-bound audit reports, Traceable chain of trust. 关键洞察 / Key Insights
Validation is a shovel-seller business—no matter who wins the model wars, audits are always required.
Layer 5 · Service Token (Hybrid Layer)
Positioning: The hybrid output of human intelligence and AI. The service sector of digital society. KAI.com · Digital Society Token Category Matrix 5 / 9
Subcategory
Description
Examples
Pricing Factors
Launch
Expert Consult Token
Human expert advisory with AI assistance
Legal consultation, Medical diagnosis, Investment advice
Expert credentials, AI depth, Confidentiality 2027 Q2
Creative Service Token
Content generation combining human creativity & AI tools
Copywriting, Design, Video, Music production
Originality, Style alignment, Revision rounds 2027 Q2 教育 Token Education Token
Hybrid tutoring with human teachers & AI mentors
Language learning, Coding, Test prep
Teacher level, Personalization degree, Pass rate 2027 Q3
R&D Outsourcing Token
Research services by AI & human scientists joint forces
Drug screening, Material discovery, Algorithm research
Research domain, Success rate, IP ownership 2027 Q3 运维 Token O&M Token
Human supervision and intervention for AI systems
Manual review, Exception handling, Upgrade decisions
Response time, Expertise level, Availability 2027 Q3 交易特征 / Trading Characteristics
Adjustable human/AI ratios, Outcome-based or time-based billing, Reputation systems. 关键洞察 / Key Insights
This is hybrid pricing of carbon and silicon intelligence—AI part uses Layer 1 compute pricing; human part uses labor tokens. Layer 6 · 权利 Token（顶层） Layer 6 · Right Token (Top Layer)
Positioning: Intellectual property of digital society. The most abstract and highest-value token category. KAI.com · Digital Society Token Category Matrix 6 / 9
Subcategory
Description
Examples
Pricing Factors
Launch 模型 IP Token Model IP Token
Shares of ownership or revenue rights of the model itself
1% share of a model’s future token revenue
Model competitiveness, Market share, Growth outlook 2027 Q3
Data Copyright Token
Shares of copyright or usage rights of datasets
Usage license for a proprietary patent dataset
Data exclusivity, Legal protection scope 2027 Q3
Platform Membership
Premium services and governance rights on KAI platform
Trading fee discounts, Priority access, Voting rights
Platform growth, Membership scarcity 2027 Q4
Digital Identity Token
Cross-platform digital identity authentication
KYC verification, Academic credentials, Professional certs
Issuer authority, Mutual recognition scope 2027 Q4
Token Basket Index
Composite index products tracking a basket of tokens
KAI 50 Index, Compute ETF, Agent Fund
Basket composition, Weights, Rebalancing frequency 2028 Q1 交易特征 / Trading Characteristics
Low frequency, High value, Heavily regulated, Securitizable. 关键洞察 / Key Insights
Right Tokens are the key to KAI upgrading from an exchange to financial infrastructure, enabling packaged, composable, and derivatized token financial products.
Launch Roadmap: Six-Layer Phased Rolrout
Compute Spot (2026 Q3-Q4)
Compute Futures (2027 Q1) Phase 3: Agent+数据+验
Agent, Data & Validation (2027 Q2-Q3)
Services, Rights & Derivs (2027 Q4+)
KAI.com · Digital Society Token Category Matrix 7 / 9
Compute Spot (2026 Q3-Q4)
Compute Futures (2027 Q1) Phase 3: Agent+数据+验
Agent, Data & Validation (2027 Q2-Q3)
Services, Rights & Derivs (2027 Q4+) Layer 1 推理 Token 与 GPU
“Nasdaq of Stock Markets”: Layer 1 inference tokens & bare- metal GPU spot launch to solidify physical pricing foundation.
“CME of Futures Markets”: Introduce power futures and long-term compute locking to help data centers hedge costs.
“Bloomberg of Terminals”: Single/ long-term Agents go live alongside training data, real-time data streams, and security/ alignment audits.
“BlackRock of Asset Mgmt”: Hybrid services and model IP rights securitized. KAI 50 Index, Compute ETFs, and full derivatives rollout.
Precise Benchmarking Against Nasdaq Nasdaq 功能 Nasdaq Function
KAI Benchmarked Counterpart
Status
Stock Listing Standards
Token Listing Standards (comprehensive eval, security cert, disclosure)
Construction
Real-time Market Quotes
Token Dynamic High-Frequency Price Matching Engine
Construction
Market Maker System
Token Liquidity Provider (LP) incentives & decentralized market making 📋 规划中 / Planned
Index Products
KAI 50 Composite Index / KAI Core Compute Index 📋 2028
Options/Futures Market
Token derivatives market covering compute, data, and Agent labor 📋 2027 Q4
Regulatory Compliance Framework
Token trading legal compliance framework & multi-jurisdiction licensing ⚠️ 待启动 / Pending Launch
Public Company Disclosure
Periodic performance and financial disclosures by model, data, & Agent providers 📋 2027 KAI 超越 Nasdaq 的三大维度 / Three Dimensions Where KAI Transcends Nasdaq
KAI.com · Digital Society Token Category Matrix 8 / 9
Core Principles
“Nasdaq gave technology companies a price. KAI gives intelligence itself a price.” —— KAI 星火文明 · 石原莞尔枢机团 | KAI Spark Civilization · Kanji Ishiwara Cardinal Group 🌍 : Sol₀ : Φ₀ : δ₀ | 全品类上线路线图 v1.0 (Full-Scale Rollout Roadmap v1.0) • • • • KAI.com · Digital Society Token Category Matrix 9 / 9