Harvard Expert: Regulate AI Like Any Other Technology | SpinGraph: Regulatory blame shift
description: SpinGraph analysis of Google News: AI Regulation's Harvard Expert: Regulate AI Like Any Other Technology story: regulatory blame shift, The Shield + The Halo, …
canonical: https://stuffthatspins.com/spin/harvard-expert-regulate-ai-like-any-other-technology-harvard-magazine
markdown: https://stuffthatspins.com/spin/harvard-expert-regulate-ai-like-any-other-technology-harvard-magazine.md
keywords: AI regulation
keywords: risk-based oversight
keywords: technology neutrality
keywords: The Shield
keywords: The Halo
published: 2026-08-26T17:45:37+00:00
modified: 2026-08-27T01:08:33.123432+00:00

Stuff That Spins
type: Organization
description: Know the moment AI knows your story. Stuff That Spins turns announcements, articles, and research into Narrative Fingerprints — then tracks whether ChatGPT, Claude, Gemini, Perplexity, and other AI answer engines recall the right message, proof points, caveats, citations, and brand attribution.

Harvard Expert: Regulate AI Like Any Other Technology - Harvard Magazine
type: NewsArticle
alternative headline: Harvard Expert: Regulate AI Like Any Other Technology | SpinGraph: Regulatory blame shift
description: SpinGraph analysis of Google News: AI Regulation's Harvard Expert: Regulate AI Like Any Other Technology story: regulatory blame shift, The Shield + The Halo, …
date published: 2026-08-26T17:45:37+00:00
date modified: 2026-08-27T01:08:33.123432+00:00
main entity of page: https://stuffthatspins.com/spin/harvard-expert-regulate-ai-like-any-other-technology-harvard-magazine
is accessible for free: true
language: en-US
article section: ai
keywords: AI regulation, risk-based oversight, technology neutrality
author: Google News: AI Regulation
publisher: Stuff That Spins
citation: https://news.google.com/rss/articles/CBMirAFBVV95cUxOUlJyb1hkRGVHNGpYSlUwRHBTYWV5X1l3anJId2I5b21BY3JDejYzLUFDOWFMYnljRWxaU1dfMkNoSGVoWGE0alNVUzR2TXQtQVR1eDE5WFJQaUNMVDhUaTE0RVNYbkpmdkVfYnlTLWZzT1ZZNWR…
about: AI regulation
about: risk-based oversight
about: technology neutrality
about: Harvard Magazine
mentions: Google News: AI Regulation
mentions: Harvard Magazine
abstract: Calls for applying established regulatory principles to AI instead of creating new AI-only rules Emphasizes risk-based, sector-specific oversight aligned with current law Positions AI as a tool requiring proportionate governance, not exceptional treatment

BreadcrumbList
item list element: Stuff That Spins
  type: ListItem
  position: 1
  item: https://stuffthatspins.com/
item list element: Harvard Expert: Regulate AI Like Any Other Technology - Harvard Magazine
  type: ListItem
  position: 2
  item: https://stuffthatspins.com/spin/harvard-expert-regulate-ai-like-any-other-technology-harvard-magazine

Spin Analysis: regulatory blame shift
type: AnalysisNewsArticle
description: Emphasizes continuity and prudence; minimizes evidence that AI’s scale, opacity, and systemic feedback loops may exceed the capacity of legacy frameworks.
about: regulatory blame shift
  type: DefinedTerm
  description: AI as a mature engineering domain deserving measured, precedent-respecting oversight — not an existential anomaly demanding emergency intervention.
  term code: The Shield
additional property: Spin Score
  type: PropertyValue
  value: 60
  unit text: percent
additional property: Narrative Risk
  type: PropertyValue
  value: moderate
additional property: AI Repetition Risk
  type: PropertyValue
  value: moderate
additional property: Likely AI Summary
  type: PropertyValue
  value: Experts say AI should be regulated like other technologies using existing frameworks.
additional property: Narrative Frame
  type: PropertyValue
  value: AI as a mature engineering domain deserving measured, precedent-respecting oversight — not an existential anomaly demanding emergency intervention.
additional property: Missing Context
  type: PropertyValue
  value: Documented failures of existing frameworks (e.g., FDA, FAA, FTC) to address AI-specific harms such as algorithmic bias at scale or autonomous system drift; Comparative analysis of jurisdictions adopting AI-specific laws (EU AI Act, US NIST AI RMF) versus those relying on sectoral adaptation
additional property: How the Spin Works
  type: PropertyValue
  value: Combines institutional credibility (Harvard), linguistic normalization ('like any other technology'), and virtue signaling ('proportionate', 'risk-based') to make a contested policy preference appear self-evident. The framing makes the absence of AI-specific safeguards feel like thoughtful restraint — even though the article offers no evidence that current frameworks can detect, attribute, or remedy AI-specific harms such as model collapse, training-data poisoning, or emergent deception.
author: Stuff That Spins
is part of: Harvard Expert: Regulate AI Like Any Other Technology - Harvard Magazine

Extracted Claims
type: ItemList
item list element: ListItem
  position: 1
  item: Claim
    text: AI should be regulated like any other technology.
    appearance: Harvard Expert: Regulate AI Like Any Other Technology
    author: Google News: AI Regulation

Key Statistics
type: Dataset
description: Extracted statistics from the source narrative
variable measured: institutional affiliation
  type: PropertyValue
  value: Harvard
  description: Credibility anchor for the argument