Useful context is more than a prompt. It includes the documents, tools, and permitted actions that are relevant to the task. If those boundaries are vague, a capable model still has to guess what it may use.

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Context · Articles

Context — ArcBlock builds decentralized identity, user-owned data, Blocklet infrastructure, and AI-native application systems.

Context Is Not Cognition

OpinionAug 3, 2026

Context Is Not Cognition

The AFS paper asks how context can become a systems problem worth engineering. It does not claim that cognition has been solved.

OpinionAug 3, 2026

Context Is More Than Inventory

A paper about context ultimately faces relevance, change, and governance, not capacity alone.

EngineeringJan 13, 2026

ALP(Active Loading Policy): A Simple Pattern for AI Context Graph Management

When working with AI assistants like Claude Code, there’s a fundamental tension that becomes apparent after the initial honeymoon phase. You want the

InterviewMar 11, 2025

Exploring the Model Context Protocol and the Future of AI Development

In the ever-evolving digital landscape, the convergence of AI and blockchain technology presents unprecedented opportunities for innovation and develo

ExplainerFeb 18, 2025

Introduction to Model Context Protocol for AI

You heard right: MCP (Modern Context Protocol) support is coming to AIGNE. Over the next few weeks, we'll release a series of articles and podcasts t