---
id: "claim-sequential-ai-degrades-processes"
type: "claim"
source_title: "Don't Let AI Slop Muck Up Your Company's Processes"
source_url: "https://hbr.org/2026/06/dont-let-ai-slop-muck-up-your-companys-processes"
source_timestamps: ["¶2", "§ The Slopification of Processes"]
tags: ["process-design", "risk-management"]
related: ["concept-knowledge-decay", "concept-knowledge-entropy"]
speakers: ["Matthias Holweg", "Thomas H. Davenport"]
confidence: "high"
testable: true
sources: ["execution"]
sourceVaultSlug: "hbr-seg-execution"
originDay: 8
articleStem: "hbr-sig-54-ai-slop-processes"
sourceUrl: "https://hbr.org/2026/06/dont-let-ai-slop-muck-up-your-companys-processes"
sourceTitle: "Don’t Let AI Slop Muck Up Your Company’s Processes"
---
# Sequential AI use degrades process integrity

**Claim:** When AI is used sequentially across a business process — a candidate using AI to write a resume, a recruiter using AI to screen it, and AI conducting the interview — the integrity of the process breaks down. This creates an 'AI-based game of telephone' where trust is eroded and the process stops assessing the actual underlying reality (e.g., candidate fit) and instead assesses how well AI was used at each step.

This claim is the mechanism behind [[concept-knowledge-decay]] and is powered by [[concept-knowledge-entropy]]. The authors' countermeasures are [[action-restrict-unstructured-inputs]] (defuse the arms race with structured inputs) and [[action-redesign-interorganizational-processes]] (align all parties on how AI is used across boundaries).

**Confidence:** high (author) / *directionally supported, plausible risk* (enrichment). Growing empirical and policy concern about AI-mediated hiring supports the direction; NIST warns that human–AI teaming and workflow design can diminish transparency and accountability when synthetic content propagates without governance, and PwC/HITRUST flag over-reliance on AI outputs. However, there is limited direct empirical evidence that *sequential* AI use systematically causes 'process collapse' — current evidence centers on bias, opacity, and misalignment. Treat the 'game of telephone' as a conceptual warning, not yet a quantified effect. **Testable:** yes.


## Related across articles
- [[concept-agentic-workflows]]
- [[concept-autonomous-agentic-operations]]