by iqentity | Sep 25, 2024 | Shadow AI
Shadow AI is a symptom, not a cause. It grows in the gap between what employees need and what the organization provides. Treating it as a compliance problem without addressing the underlying demand ensures it will persist regardless of the policies written against it....
by iqentity | Sep 23, 2024 | AI Ethics
The gap between ethical intention and ethical outcome is bridged by process, not aspiration. Organizations that have ethical AI principles but no ethical AI processes have principles in name only. The fundamental challenge of AI ethics is not knowing what is right. It...
by iqentity | Sep 21, 2024 | Development, Tessera
Tessera’s primary corpus is my decision history. But I also ingested a secondary corpus that changes what she can do: my complete reading history. Legal textbooks, OEM manuals, technical standards, psychology, leadership theory, strategy, and fiction. Why the...
by iqentity | Sep 20, 2024 | Shadow AI
Shadow AI represents the largest unmanaged risk surface in most organizations today. Unlike shadow IT, which involved unauthorized software installations that could be detected through endpoint management, shadow AI operates through web browsers and mobile apps that...
by iqentity | Sep 18, 2024 | Development, Tessera
People change. Values shift. Priorities evolve. The conventional wisdom says that any longitudinal dataset will reflect a series of different people rather than one consistent person. My data says otherwise, and independent assessment confirms it. The Assessment...
by iqentity | Sep 16, 2024 | AI Misuse
Most organizational controls were designed for a world where creating convincing fakes required skill and effort. AI has democratized fabrication. An employee with no special expertise can now produce convincing false documents, synthetic communications, or fabricated...
by iqentity | Sep 13, 2024 | Business Strategy
The data quality problem is perennial and under-addressed. Organizations that would never make a strategic decision based on a bad spreadsheet routinely feed bad data into AI systems and expect good outputs. The principle is the same. The scale is different. Most...
by iqentity | Sep 11, 2024 | Shadow AI
Shadow AI is a symptom, not a cause. It grows in the gap between what employees need and what the organization provides. Treating it as a compliance problem without addressing the underlying demand ensures it will persist regardless of the policies written against it....
by iqentity | Sep 9, 2024 | Shadow AI
The risk is not hypothetical. Documented incidents of data exposure through public AI tools are increasing. Legal and regulatory frameworks are beginning to assign liability for data processed through unauthorized AI systems. The window between ‘acceptable...
by iqentity | Sep 6, 2024 | AI Ethics
AI ethics is not a constraint on innovation. It is a quality standard for innovation. An AI system that produces biased outcomes, violates privacy, or makes unexplainable decisions is not a good system that happens to be unethical. It is a bad system. Every AI...
