AI writing from Shoal Research.
A simple index of AI-related research and source articles. Each entry links out to the original source.
Topics include agent payments, decentralized AI networks, X-hosted research articles, and AI infrastructure.
Essays and research notes.
Orchestration Is All You Need: The Claude Code Leak Confirms It
X-hosted research article from Zaddycoin. Opens the original source post.
Dashboards are Dead: The SaaS to AI-Agent CLI Pipeline
X-hosted research article from Zaddycoin. Opens the original source post.
The Permanent Underclass is a Product
X-hosted research article from Zaddycoin. Opens the original source post.
When Machines Move Money
Research on payment rails for the agentic economy, x402, web-native payment flows, and how agents settle value online.
Federated Learning Meets Blockchain: Inside FLock's Decentralized AI Network
A look at how federated learning, incentives, and blockchain coordination can reduce dependence on centralized AI systems.
Bring one workflow. We will turn it into a daily command center.
For AI automation systems, research operations, external data workflows, or source-linked brief generation, contact Shoal AI.