by iqentity | Mar 25, 2024 | AI Misuse
AI misuse in organizational settings is increasing in both frequency and sophistication. The same capabilities that make generative AI valuable for productivity make it valuable for deception, fabrication, and circumvention of controls. Most organizational controls...
by iqentity | Mar 22, 2024 | Development, Tessera
I spent the last two weeks building the extraction pipeline, and the design philosophy is paying off. Every artifact in my corpus is treated as evidence, not truth. The distinction matters. How Extraction Works An email is not an opinion to be stored. It is decision...
by iqentity | Mar 21, 2024 | Development, Tessera
Every system that generates output from retrieved information will sometimes get it wrong. The language model will hallucinate. The retrieval system will surface irrelevant context. The fusion layer will weight the wrong source. These are not bugs. They are properties...
by iqentity | Mar 20, 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 | Mar 18, 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 | Mar 15, 2024 | AI Misuse
AI misuse creates cascading trust problems. When stakeholders discover that AI-generated content was presented as original work, the credibility damage extends beyond the specific incident to all previous work product. The question becomes: what else was fabricated?...
by iqentity | Mar 14, 2024 | Development, Tessera
The same words can mean completely different things depending on what I am trying to accomplish. “What happened with the Meridian project?” could be a request for a status summary, a root cause analysis of a failure, a chronological timeline, or a...
by iqentity | Mar 13, 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 | Mar 11, 2024 | Business Strategy
The ROI conversation for AI is fundamentally different from traditional technology ROI because the value creation mechanism is different. Traditional software automates tasks. AI augments judgment. You can measure task automation in hours saved. Measuring judgment...
by iqentity | Mar 9, 2024 | Development, Tessera
A breakthrough in the conceptual architecture this week. I have been thinking about how to structure Tessera’s internal representation of my decision history, and the answer is not a timeline. It is a lattice. Why Timelines Fail A timeline tells a story. First...
