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September 15, 2026 · Standards

Certified, but certified against what?

“A Good Certification Group wins AI standard accreditation”

The fight: Standards

ISO/IEC 42001 and the NIST AI Risk Management Framework are the two references an auditor, a buyer or a regulator will ask about, and the headlines about certification, adoption and conformance often blur a management system standard with a voluntary framework. GAGE explains each one clause by clause and provision by provision, including how certification actually works, and teaches the controls both expect.

The lane’s home on GAGE: ISO 42001 Hub

The latest rulings

  1. Open source orchestration for physical AI. Watch the robot testing claims.

    “NVIDIA Open-Sources OSMO: One YAML Orchestrates Physical AI Training, Simulation, and Robot Testing” MarkTechPost · September 16, 2026 · Embodied AI data

  2. Watch whether these hires push disclosure rules or just talking points.

    “Americans for Responsible Innovation launches state-level AI advocacy push with a dozen new hires” Florida Politics · September 16, 2026 · AI governance jobs

  3. Voice cloning scams target the elderly. Families should set a safe word.

    “"This is so sad": AI nurse scam costs Australian pensioner R2m” Briefly News · September 16, 2026 · AI scams

  4. Innovation and enforcement, Brussels wants both. 🤔

    “EU supports AI innovation but insists on compliance with bloc's safety rules amid concerns” Anadolu Ajansı · September 16, 2026 · EU AI Act

  5. Texas AI law is being built one case at a time.

    “Texas Attorney of the Year Finalist Justin Nelson is Paving the Way For AI Law” Law.com · September 16, 2026 · US state AI law

  6. Embodied learning needs a data ledger, not just a model card.

    “Skild AI unveils S1 robot foundation model that learns tasks from video demonstrations” Robotics & Automation News · September 16, 2026 · AI data governance

How a verdict is made

The outlet wrote the headline and carries the claim. GAGE adds a ruling of a few words on the headline as written, never a report on the article, and a ruling never states a figure the headline did not. Every verdict is posted by a person, from one of the fights GAGE already tracks, measures or teaches. Read the source before you act on either.

Every verdict