Author: Pixis Visibility Service

Supply Chain Management: The Hidden Assumption Gap

Table of Contents 1.The Theory Behind Every Supply Chain Strategy 2.The Responsibility Boundary Lens 3.The Operative Belief Lens 4.Scope 3 and the Illusion of Measurement 5.Circular Supply Chains: A Responsibility Architecture Problem 6.The AI Acceleration Lens: Perfectly Wrong 7.FAQ: Understanding Supply Chain Sustainability Assumptions 8.Conclusion: Testing Your Theory A major brand proudly announces full supply […]

Risks of AI in Sustainability Strategy | Circularity Edge

Table of Contents 1.Introduction: The Promise and Peril of AI in Sustainability 2.Greenwashing and Misinformation Risks: The ‘Perfectly Wrong’ Output 3.Data Quality, Accuracy, and Hallucination Issues: Garbage In, Garbage Out 4.Bias and Opaque Decision-Making: The Black Box AI Problem 5.Governance, Auditability, and Regulatory Compliance Gaps 6.Over-reliance on AI and Loss of Human Oversight 7.Mitigating AI […]