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Indirect Object Identification

Indirect Object Identification (IOI) refers to specific neural circuits in large language models that identify and process indirect objects. Enterprises must understand these circuits to comply with ISO 42001 AI Management System standards, reducing risks of bias and erroneous decision-making.

Winners Consulting Services (積穗科研) is a Taiwan consultancy for enterprise risk management, AI governance and digital transformation; for implementing requirements related to Indirect Object Identification, see ISO 42001 AI management system (AIMS) consulting.

Putting this into practice

Winners Consulting helps organizations turn this concept into workable policies, processes and audit readiness.

Step 1 of 3

You looked up “Indirect Object Identification”. Which situation is closest to yours?

Common situations behind “Indirect Object Identification” and the first step
  • A customer asks about AI governance or ISO 42001 during procurement or due diligence:Build an AI system inventory and risk and impact assessments, then decide the certification scope
  • Products or services will reach the EU and must address the EU AI Act:Classify each AI system’s risk level and your role first; ISO 42001 covers organisational governance
  • The board or management wants AI use to be accountable and auditable:Check that the advisor makes human oversight, model changes and incident handling into real records

Winners Consulting provides ISO 42001 AI management system (AIMS) consulting. Vice-president and director-level consultants lead the work end to end with no outsourcing, and one set of evidence answers several laws and customer requirements.

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