2023

• · SoulNet project officially initiated, introducing the core concept of “Training as Consensus.”
• · Completed prototype design of the ALBFT consensus mechanism, validating the technical pathway to integrating AI character training into blockchain consensus.
• · Built the initial system architecture and AI virtual character economy model; conducted internal research and early feasibility testing.

2023

• · Defined the platform’s mission, technical framework, and incentive system.
• · Initiated development of GVM (Graph Virtual Machine) and character training task modules.
• · Built an early developer community; invited selected technical nodes and researchers to participate in consensus mechanism testing.
• · Established the base incentive system and testnet for AI subchains; launched simulations of character consensus training.

2024

• · Launched SoulNet Alpha Testnet, enabling character registration, training tasks, and consensus participation.
• · Initially implemented the “Train-to-Mine” and “Character-as-Asset” mechanisms.
• · Introduced character ownership verification and on-chain personality data structures to support model personalization and verifiable state storage.
• · Improved character asset lifecycle management modules, including version control, training iteration tracking, and reward distribution.

2024

• · Released SoulNet Beta Network, adding AI character marketplace, invocation incentives, and on-chain transaction functionality.
• · Opened up Train-to-Earn incentives to reward data contributors, training nodes, and model developers.
• · Expanded off-chain storage compatibility (e.g., Filecoin/Arweave) and integrated efficient verification modules.
• · Rolled out character distribution APIs and partnership interfaces for metaverse and gaming applications, expanding multi-scenario ecosystem adoption.

2025

• · SoulNet mainnet goes live, supporting cross-chain character mobility, NFT-based identity binding, and secure rights confirmation.
• · Launched the Global Node Plan to build a decentralized character compute network.
• · Released enterprise-grade AI character training solutions for gaming, education, customer service, and creative industries.
• · Deep integration of character autonomy mechanisms and dynamic consensus tuning to enable character evolution and multi-model fusion.

2025

• · Launch of SoulNet 2.0, aiming to build the world’s largest protocol network for AI characters “with soul.”
• · Enhanced character economy with features like character leasing, collaborative development, and dividend-sharing mechanisms.
• · Constructed an open character knowledge graph and personality evolution engine to enable self-learning and cross-context adaptation.
• · Drive SoulNet’s emergence as the foundational trust protocol of the intelligent society, pioneering the next wave of AI and blockchain convergence.