Question 1

What is Sogni AI?

Accepted Answer

Sogni AI is a decentralized creative intelligence network designed to democratize AI-driven art and content generation through the Sogni Supernet, a protocol that combines artificial intelligence, blockchain, and decentralized physical infrastructure. It enables artists, developers, and GPU owners to collaborate in a shared economy that distributes creative and computational value fairly.

The Sogni Supernet provides a scalable, privacy-focused environment where creators can generate, verify, and monetize their work through distributed GPU nodes that handle rendering and model inference. Built on the Base blockchain, Sogni supports both Web2 and Web3 layers, offering accessibility to users with or without crypto experience.

The ecosystem includes Sogni Studio for macOS, Sogni Pocket for iOS, and Sogni Web, all of which connect to the Supernet through SDK and API integrations. The network allows creators to train custom AI models, mint verifiable on-chain artwork, and retain full ownership of their creative data while earning fair rewards for contributions.

Question 2

What is the Sogni Token (SOGNI)?

Accepted Answer

The SOGNI token is the native utility and governance token of the Sogni ecosystem. It underpins network operations, payments, and governance across the Sogni Supernet and serves as the main incentive mechanism for all participants.

**Network payments and rewards:** Used to pay for rendering, model training, and NFT minting. GPU workers and model trainers receive SOGNI as compensation.  
**Governance:** Token holders can propose and vote on upgrades, fee adjustments, and treasury allocations through the Sogni DAO.  
**Staking and benefits:** Staked tokens grant users and contributors reduced fees, task priority, and higher earnings.  
**Creator incentives:** Artists who stake tokens gain access to premium features and lower commissions on marketplace transactions.  
**Model trainer royalties:** Model developers earn a share of SOGNI each time their trained models are used within the network.

SOGNI operates alongside **Spark Points**, an internal credit system designed for non-crypto users. Fiat payments converted to Spark Points are systematically used for SOGNI buybacks, maintaining consistent token demand across the ecosystem.

Question 3

Who created Sogni AI?

Accepted Answer

Sogni AI was founded by Mauvis Ledford, Mark Ledford, and Alejandro Ramos.  
Mauvis Ledford, Chief Executive Officer, previously served as Chief Technology Officer at CoinMarketCap.  
Mark Ledford, Chief Technology Officer, formerly held the position of Chief Information Officer at CoinMarketCap.  
Alejandro Ramos, Chief Product Officer, was formerly Head of iOS at CoinMarketCap and the creator of the first Sogni platform.

The leadership team also includes Cecilia Tan as Chief Operating Officer, with experience at EY and PwC. Advisors include Tal Cohen, former Chief Executive Officer of Kraken US; Allen Day, Head of Web3 at Google; and Paul Sebastien, a former Microsoft executive.

Sogni is backed by investors including Comma3 Ventures, Republic Ventures, Contango Digital, Oyster Ventures, and Gecko Ventures, and maintains partnerships with NVIDIA Inception, CoinMarketCap Accelerator, Nosana, and Somnia Blockchain.

Question 4

Technical architecture

Accepted Answer

The Sogni Supernet operates through a dual-tier decentralized computing network designed for high-performance and cost-efficient rendering.

**Fast Tier:** A high-speed GPU network powered by NVIDIA hardware, optimized for near-instant rendering and AI inference under licensed operation.  
**Relaxed Tier:** A distributed community layer that leverages Apple M-series devices contributed by users through Sogni Studio Pro.

The system includes a smart orchestration module that manages workloads, monitors node performance, and enforces a reputation system for worker reliability. Developers can use the Sogni SDK and API to build tools such as art generators, sticker bots, and 3D model renderers.

Creative works are stored and minted as NFTs through the .sogni format, which embeds prompts, model data, and provenance records directly on-chain, ensuring transparent and verifiable authorship.

Question 5

# Core components

Accepted Answer

**Sogni Core:** Manages orchestration, authentication, and contract execution.  
**Sogni SDK:** Provides developers with access to AI rendering and inference through APIs.  
**Sogni DAO:** Handles governance, treasury management, and proposal execution.  
**Worker NFTs:** Represent verified computational licenses, embedding reputation and performance metrics on-chain.

Question 6

Economic model

Accepted Answer

Sogni’s economy links creators, developers, and GPU providers through a closed-loop token cycle.  
**Users** pay for rendering and services using SOGNI or Spark Points.  
**Workers** earn SOGNI by providing GPU computing power.  
**Model trainers** receive royalties for each use of their AI models.  
**Artists** monetize creative outputs through NFT sales and licensing.

A portion of network revenue funds staking rewards, liquidity incentives, and ecosystem development. Buyback mechanisms convert user payments into SOGNI, maintaining long-term demand and ensuring economic balance across participants.

Question 7

Governance

Accepted Answer

The Sogni DAO governs the network’s evolution through proposal voting and treasury management. Staked token holders participate directly in decisions related to network upgrades, infrastructure allocation, and reward structures. Governance authority will expand progressively as the ecosystem decentralizes over time.