DOWNLOAD WHITEPAPER Technical Whitepaper v1.0 · PDF

Technical Whitepaper v1.0 · 2026 · Twinstor Foundation

TWINSTOR

Layer 1 · EVM · Federated AI

A High-Performance EVM-Compatible Layer 1 Blockchain with Federated BFT Consensus and Decentralized On-Chain LLM Inference — resolving the trilemma between decentralization, performance, and programmable AI at the base protocol layer.

5,000+TPS Sustained
<1sFinality
100%EVM Compatible
100sAI Validators
JOIN ICO NOW READ DOCS
Core Thesis

Three Foundational Propositions

01
FBFT CONSENSUS

A purpose-designed Federated BFT mechanism — informed by PBFT, HotStuff, and Tendermint — sustains 5,000+ TPS with sub-second finality while maintaining Byzantine fault tolerance at the f < n/3 threshold.

02
PARALLEL EVM

Full EVM compatibility preserved without sacrificing throughput by decoupling execution parallelism from consensus sequencing via a deterministic Dependency Graph Engine — 70–85% of transactions execute in parallel.

03
DECENTRALIZED LLM

Decentralized LLM inference woven into the base protocol as a first-class primitive through a Federated LLM Inference Layer (FLIL), backed by cryptographic attestation — AI results as trustworthy as a token transfer.

System Design

Six-Layer Architecture

LAYER 6APPLICATION LAYERdApps, DeFi protocols, AI Agents, Smart Contracts (Solidity / Vyper)
LAYER 5FEDERATED LLM INFERENCE (FLIL)Off-chain inference, AI Inference Attestation (AIAL), model registry
LAYER 4EVM EXECUTION ENGINEParallel EVM, Dependency Graph Engine, State Trie (MPT), RocksDB
LAYER 3FBFT CONSENSUSFederated BFT, Delegated Validator Quorum (DVQ), Block Proposal & Finalization
LAYER 2NETWORK & P2Plibp2p, QUIC transport, GossipSub v1.1, Validator Mesh, Cluster Routing Protocol
LAYER 1DATA LAYERBlock Storage, RocksDB State DB, DAG Mempool, Archive Nodes
FBFT Protocol

Five-Phase Block Production

0
DAG Batching
CONTINUOUS
All CVs batch transactions into DAG vertices (max 500 txns/vertex) broadcast via GossipSub.
1
Intra-Cluster Cert.
<100ms
Lightweight 2-round HotStuff certifies batches per cluster. Requires 2f+1 validator signatures.
2
Cross-Cluster Bcast.
<150ms
CLVs broadcast certified batches across mesh. Global Leader collects from all clusters.
3
Global Proposal
<200ms
Global Leader assembles batches from 2f+1 clusters into full block proposal with BLS sig.
4
Finalization
<300ms
2f+1 BLS partial sigs aggregated into threshold certificate. Block is final and irreversible.
Federated LLM Inference Layer

AI as a First-Class Protocol Primitive

GLM-5
GLM-5 / ChatGLM
INT4/INT8 · Multilingual, long-context
130B
DEEPSEEK
DeepSeek-V3.2
INT4/FP8 · Reasoning, STEM, chain-of-thought
671B MoE
KIMI
Kimi K2.5
INT4/INT8 · Long-context (1M+), agentic
72B
MIMO
MiMo-V2-Flash
INT4 · Ultra-low latency, edge, real-time
14B

Cryptographically Verified Inference

The AIAL cryptographic trust anchor makes FLIL outputs trustworthy for high-value smart contract logic through deterministic inference commitments, zero-knowledge proofs (zkINF), and stake-weighted dispute resolution.

Smart contracts call inference via precompile at 0x0A (AI_INFERENCE_PRECOMPILE) — as simple as any token transfer.

01Contract calls AI_INFERENCE_PRECOMPILE with model_id, prompt_hash, parameters
02FLIL Dispatch routes to AI Validator cluster by model and load
032f+1 AI Validators execute independently, each BLS-signing output
04Threshold aggregation produces single BLS aggregate signature
05Attested result anchored to block AI_PAYLOAD — immutably on-chain
Fair Token Launch

TWN Token ICO — $15M Capital Raise

LIVE ICO · LIMITED ALLOCATION

Get In Early. 50% Bonus Tokens.

Twinstor is raising $15 million through a Fair Token Launch. Investors receive 50% bonus tokens — effectively acquiring TWN at a 50% discount to the public listing price. Only 30 million tokens available at ICO. Once sold, this allocation is permanently closed.

100MMax Supply (ERC-20)
30MICO Allocation
$15MCapital Raise Target
$0.50ICO Price / TWN
$1.00Public Listing Price
50%Bonus / Discount
PARTICIPATE IN ICO

ICO TERMS

Token NameTwinstor (TWN)
Token StandardERC-20
Maximum Supply100,000,000 TWN
ICO Sale Tokens30,000,000 TWN
ICO Price$0.50 per TWN
Bonus / Discount50% — 2× tokens for $ spent
Raise Target$15,000,000 USD
Public Listing Price$1.00 per TWN
Accepted CurrenciesETH · USDT · USDC · BTC

How the 50% bonus works: For every $1 invested at ICO, you receive 2 TWN tokens (ICO price $0.50/TWN vs. $1.00 public listing). Investing $10,000 nets you 20,000 TWN — worth $20,000 at listing price. Your effective entry is 50% below public market.

TOKEN SUPPLY DISTRIBUTION

ICO / Fair Launch
30%
Validator Staking Reserve
20%
Ecosystem & Dev Grants
15%
Foundation Reserve
15%
Team & Advisors
10%
AI Inference Rewards
10%
Team Vesting24-month cliff + 36-month linear
Foundation Vesting4-year linear, 1-year cliff
ICO Tokens UnlockTGE: 25% · 9-month linear
Validator ReserveReleased over 10 years via epoch rewards
Base Fee Burn100% of base fee burned (deflationary)
Expected Launch APY12–18% for validators
Performance

Testnet Benchmarks

METRICTWINSTOR (TESTNET)TARGET (MAINNET)ETHEREUM L1SOLANA
Sustained TPS5,200>5,00015–30~3,000
Peak TPS (burst)9,800>10,000~100~65,000
Finality p50680ms<700ms~720s~400ms
Finality p99980ms<1,000ms>720s~800ms
Block Time~750ms<1,000ms~12s~400ms
Time to Full Sync~2.1 hours<3 hours2–3 weeks~12 hours
FLIL Inference Latency1.8s (7B INT4)N/AN/A
Avg. Tx Fee @ 5k TPS<$0.001<$0.001$2–20+~$0.00025
Threat Model

Security Architecture

HIGH
Byzantine Validator Attack

FBFT's f < n/3 safety bound prevents conflicting block certificate finalization. Cluster-level bound requires compromising f_cluster < n_cluster/3 in each cluster simultaneously.

HIGH
MEV / Ordering Manipulation

DAG-based ordering removes direct leader control. Deterministic ordering function and Threshold Encryption of mempool provides MEV protection across all block producers.

HIGH
AI Inference Poisoning

AIAL commit-reveal and 2f+1 threshold prevent coordinated validator fraud. zkINF proofs provide computational guarantees for high-value inference tasks.

MED
Long-Range Attack

Mitigated by weak subjectivity checkpoints committed to Ethereum mainnet every 1,024 epochs (~14 days). New validators sync from latest checkpoint.

MED
Model Weight Substitution

7-day challenge period, 500,000 TWN registration bond slashed on detection, and continuous inference consistency checks prevent malicious model registration.

MED
DDoS / Network Partition

QUIC transport DDoS resistance with GossipSub score-based peer selection. FBFT halts rather than forks in partition — safety over liveness.

Development Timeline

Roadmap to Mainnet & Beyond

Q1 2026 — NOW
Devnet Launch
FBFT consensus implementation complete (Go reference client)
Parallel EVM DGE v1 — 5,000 TPS on 32-core hardware
AI_INFERENCE_PRECOMPILE + AIAL commit-reveal (T=0)
GLM-5, DeepSeek-V3.2, Kimi K2.5, MiMo-V2-Flash integrated
Q2 2026
Testnet Alpha + ICO Close
Public validator onboarding — 150 CVs across 7 clusters
ICO completes — $15M raised, 30M TWN distributed
Twinstor AI SDK v0.1 (Solidity + TypeScript) public release
Bug bounty program launch ($500K pool)
Q3 2026
Testnet Beta
Full FLIL model registry + custom model registration
AIAL dispute resolution + zkINF proof system alpha
Cross-chain bridge to Ethereum Sepolia testnet
300 CVs + 50 AI Validators
Q4 2026
Mainnet Genesis + TWN TGE
TWN token TGE — public listing at $1.00 per TWN
First 10 registered custom models live on mainnet
Ethereum mainnet bridge (canonical + 2 third-party)
Ecosystem grants Round 1 — $50M in TWN
2027
Phase 2: Acceleration
GPU-accelerated parallel EVM — 20,000 TPS target
FPGA BLS aggregation — block time <500ms
zkINF v1.0 — production ZK proofs for 7B INT4 models
Mobile light client SDK (iOS + Android)
2028
Phase 3: Sharding — 100,000+ TPS
Dynamic sharding — FBFT clusters as shards
Cross-shard atomic transactions
zkINF v2.0 — 70B+ INT4 multi-GPU proof generation

Join the Validator Network

Twinstor is now onboarding permissioned Cluster Validators for Devnet. Be part of building the foundation of the AI-native blockchain.

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