by iqentity | Dec 18, 2024 | Development, Tessera
Tessera was built for me, from my data, for my use. But the principles generalize to anywhere experience matters more than playbooks, anywhere mistakes are expensive, and anywhere judgment has been accumulated slowly and is lost quickly. Executive Continuity...
by iqentity | Dec 16, 2024 | Shadow AI
The velocity of new AI tool releases exceeds the capacity of any IT governance process to evaluate them. A new AI capability appears weekly. The evaluation backlog grows. Employees, facing no sanctioned alternative, use the unsanctioned option. The cycle accelerates....
by iqentity | Dec 13, 2024 | Business Strategy
Vendor promises and operational reality diverge most sharply at the integration point. The AI model works. The integration with existing systems, workflows, and data pipelines does not. Integration is where 60 percent of the budget goes and 80 percent of the delays...
by iqentity | Dec 11, 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 | Dec 10, 2024 | Development, Tessera
Twelve months since the first dev log. Time to be honest about what worked, what surprised me, and what remains to be solved. What Worked The core thesis validated. A complete, longitudinal record of coherent decision-making can be transformed into a functional...
by iqentity | Dec 9, 2024 | AI Misuse
The detection challenge is substantial. AI-generated text, images, and audio are increasingly difficult to distinguish from human-created content. The tools that detect AI-generated output are in an arms race with the tools that generate it, and they are not winning....
by iqentity | Dec 6, 2024 | AI Ethics
When we talk about AI ethics, we are really talking about power: who has it, how it is exercised, and what accountability exists when it is exercised poorly. AI concentrates decision-making power in systems and the people who build them. Ethics is the discipline of...
by iqentity | Dec 4, 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. The gap between...
by iqentity | Dec 2, 2024 | Business Strategy
Vendor promises and operational reality diverge most sharply at the integration point. The AI model works. The integration with existing systems, workflows, and data pipelines does not. Integration is where 60 percent of the budget goes and 80 percent of the delays...
by iqentity | Nov 29, 2024 | Business Strategy
The enterprise AI adoption curve has followed a predictable pattern: enthusiastic pilots, difficult scaling, and eventual rationalization. The pilots work because they have executive attention, dedicated resources, and forgiveness for imperfection. The scaling fails...
