---
id: "prereq-agentic-ai-understanding-d26"
type: "prereq"
source_timestamps: ["§ The Hidden Substitution"]
tags: ["ai-literacy"]
related: ["concept-machine-speed-compounding", "claim-multi-agent-failure"]
reason: "Necessary to grasp why 'machine-speed compounding' and 'multi-agent failure' are unique threats compared to standard software bugs."
sources: ["agentic"]
sourceVaultSlug: "hbr-seg-agentic"
originDay: 6
articleStem: "hbr-new-26-agentic-systems-implicit-rules"
sourceUrl: "https://hbr.org/2026/06/how-to-design-agentic-systems-around-the-implicit-rules-that-govern-your-company"
sourceTitle: "How to Design Agentic Systems Around the Implicit Rules that Govern Your Company"
---
# Understanding of Agentic AI vs. Traditional Software

**Prerequisite:** Understanding of agentic AI vs. traditional software.

**Why it's needed:** Necessary to grasp why [[concept-machine-speed-compounding]] and [[claim-multi-agent-failure]] are unique threats compared to standard software bugs.

The text assumes the reader understands that *agentic AI* involves autonomous systems capable of executing multi-step workflows, interacting with other agents, and making localized decisions — as opposed to traditional deterministic software scripts. Without this, the distinction between an ordinary bug and a silently-compounding systemic failure across client segments is easy to miss.