ajibola-dev/intelliwork

Intelliwork is a 3-day-old prototype addressing the emerging 'Agentic Web'—specifically how to ensure trust and payment for autonomous agents. While the concept of combining LLM-as-a-judge with on-chain dispute resolution (similar to Kleros but for AI) is a novel combination, the project currently has zero stars, forks, or developer velocity. It is at the earliest stage of a personal experiment. The defensibility is low because the 'AI-as-a-judge' pattern is becoming a commodity (e.g., Prometheus or G-Eval frameworks), and the on-chain infrastructure is easily reproducible by established Web3 players like Fetch.ai or SingularityNET. Frontier labs (OpenAI, Anthropic) are building 'Operator' capabilities that will likely include their own feedback and verification loops, potentially rendering third-party marketplaces obsolete for general tasks. The primary risk is that if this market matures, it will likely be dominated by a single massive network-effect-driven platform or absorbed into existing freelance marketplaces like Upwork that are pivoting toward AI workforce management.