Overview
SingularityNET is a decentralized platform and marketplace for artificial intelligence services where developers can publish, share, and monetize AI algorithms, models, and datasets. Founded by Dr. Ben Goertzel, the project pursues decentralized, open, and beneficial artificial general intelligence through a combination of marketplace infrastructure, open research, and an ecosystem of applied spin-offs1.
The project originated on Ethereum and has since expanded to Cardano through a token bridge and native staking, and is extending toward a Cosmos-based AI-native Layer 1 under the broader ASI Alliance umbrella. As a founding member of the Artificial Superintelligence Alliance with Fetch.ai and Ocean Protocol, SingularityNET now aligns its platform around the unified FET (ASI) token while maintaining backward compatibility and a migration pathway for legacy AGIX holders2.
Key Features
- Decentralized AI marketplace. Developers publish AI services and consumers pay per call, with payments routed through on-chain escrow contracts that settle in FET (ASI) after the legacy AGIX marketplace was deprecated2.
- OpenCog Hyperon framework. A neural-symbolic AGI framework built around the Atomspace knowledge graph and the MeTTa programming language, positioned as the core research vehicle for the platform3.
- AGIX staking on Cardano. A semi-bonded staking design implemented in Plutus and Haskell in partnership with MLabs, with a dynamic reward pool that scales to participant count and requires a full-epoch commitment of roughly 11 days4.
- Audited staking contracts. AGIX Cardano staking smart contracts passed three independent audits by Canonical, with the final audit returning only informational observations after earlier rounds surfaced issues that were remediated4.
- Ecosystem of applied spin-offs. Incubated ventures including NuNet (distributed compute), Rejuve.Bio and Rejuve.AI (longevity), Mindplex (decentralized media), Jam Galaxy (music), Zarqa (enterprise neural-symbolic AI), and TrueAGI seed the marketplace with vertical AI services5.
What to Expect
Using SingularityNET centres on the developer portal and marketplace rather than a single consumer-facing app. Service publishers interact with the platform through the SNET CLI and Python SDK, deploying AI services backed by the Multi-Party Escrow (MPE) contract that handles off-chain state channels against on-chain token settlement2. Service consumers discover models through the marketplace, fund an escrow, and pay per inference or call.
Cardano users primarily engage through the AGIX bridge and the hybrid staking portal. The semi-bonded model means stakers lock tokens for one full epoch window, with rewards proportional to contribution and subject to a minimum ADA balance requirement to clear Cardano's UTXO constraints4. Post-merger, holders of Cardano-native AGIX can convert to FET (ASI) through a dedicated migration portal to retain access to current platform services.
The broader ecosystem extends beyond a single product surface: research output feeds arXiv publications and AGI conferences; ecosystem projects operate as independent organizations with their own tokens and roadmaps; and the roadmap covers LLM inferencing as a service, serverless compute, ASI:Create (agent launchpad), and Publisher Portal updates6. Expect a project whose scope spans research infrastructure, marketplace tooling, and a network of applied AI companies rather than a narrow dapp.
