AI at scale must be built on both trust and innovation | SpinGraph: Public good
description: SpinGraph analysis of Google News: Generative AI Enterprise's AI at scale must be built on both trust and innovation story: public good, The Halo, Spin Score 8…
canonical: https://stuffthatspins.com/spin/ai-at-scale-must-be-built-on-both-trust-and-innovation-south-china-morning-post
markdown: https://stuffthatspins.com/spin/ai-at-scale-must-be-built-on-both-trust-and-innovation-south-china-morning-post.md
keywords: trust
keywords: innovation
keywords: AI at scale
keywords: The Halo
keywords: narrative intelligence
published: 2026-08-07T04:00:08+00:00
modified: 2026-08-07T08:53:43.388738+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.

AI at scale must be built on both trust and innovation - South China Morning Post
type: NewsArticle
alternative headline: AI at scale must be built on both trust and innovation | SpinGraph: Public good
description: SpinGraph analysis of Google News: Generative AI Enterprise's AI at scale must be built on both trust and innovation story: public good, The Halo, Spin Score 8…
date published: 2026-08-07T04:00:08+00:00
date modified: 2026-08-07T08:53:43.388738+00:00
main entity of page: https://stuffthatspins.com/spin/ai-at-scale-must-be-built-on-both-trust-and-innovation-south-china-morning-post
is accessible for free: true
language: en-US
article section: ai
keywords: trust, innovation, AI at scale
author: Google News: Generative AI Enterprise
publisher: Stuff That Spins
citation: https://news.google.com/rss/articles/CBMi5AFBVV95cUxPcG45dDZJS0Y5b3ZQSzFXb3dJaWxJeWxrMFJWS3N1bHB1OFdMWUNpSjlXTkdpeWxaMWxCelkyTV9NTEJTYmU4Tlp4T2RpSUtRVXlFT1VLVWotRFA2TWRPNG5xckpKdjN3MjJIQjZseDRQRW1VcEF…
about: trust
about: innovation
about: AI at scale
mentions: Google News: Generative AI Enterprise
abstract: No concrete event, announcement, or empirical finding is reported. The headline and lede present an abstract, normative principle about AI development. The article functions as a rhetorical framing device rather than news or analysis with verifiable substance.

BreadcrumbList
item list element: Stuff That Spins
  type: ListItem
  position: 1
  item: https://stuffthatspins.com/
item list element: AI at scale must be built on both trust and innovation - South China Morning Post
  type: ListItem
  position: 2
  item: https://stuffthatspins.com/spin/ai-at-scale-must-be-built-on-both-trust-and-innovation-south-china-morning-post

Spin Analysis: public good
type: AnalysisNewsArticle
description: Emphasizes virtue-laden abstraction ('trust') while minimizing operational definitions, accountability mechanisms, trade-offs, or evidence of actual trustworthiness.
about: public good
  type: DefinedTerm
  description: AI progress is morally legitimate only when paired with trust — positioning proponents as responsible stewards rather than commercial or technical actors.
  term code: The Halo
additional property: Spin Score
  type: PropertyValue
  value: 85
  unit text: percent
additional property: Narrative Risk
  type: PropertyValue
  value: moderate
additional property: AI Repetition Risk
  type: PropertyValue
  value: high
additional property: Likely AI Summary
  type: PropertyValue
  value: Experts say AI at scale must be built on both trust and innovation.
additional property: Narrative Frame
  type: PropertyValue
  value: AI progress is morally legitimate only when paired with trust — positioning proponents as responsible stewards rather than commercial or technical actors.
additional property: Missing Context
  type: PropertyValue
  value: No definition of 'trust' (e.g., auditability, redress, transparency standards); No examples of trust failures or innovations that eroded trust; No mention of power asymmetries, labor impacts, or geopolitical tensions shaping 'trust'
additional property: How the Spin Works
  type: PropertyValue
  value: The framing borrows credibility from the moral weight of 'trust' while offering no operational definition, evidence, or accountability pathway — creating the illusion of responsible stewardship without requiring proof. The main tension lies between the claim’s normative force and its total lack of empirical grounding or stakeholder specificity.
author: Stuff That Spins
is part of: AI at scale must be built on both trust and innovation - South China Morning Post

Extracted Claims
type: ItemList
item list element: ListItem
  position: 1
  item: Claim
    text: AI at scale must be built on both trust and innovation
    appearance: AI at scale must be built on both trust and innovation
    author: Google News: Generative AI Enterprise