by iqentity | Sep 4, 2024 | Development, Tessera
I want to be specific about why this dataset enables something that most datasets cannot. The answer is not volume. I already had volume. The answer is five properties that happen to be present simultaneously. Longitudinal in a True Sense The dataset spans more than...
by iqentity | Sep 2, 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 fundamental...
by iqentity | Aug 30, 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 | Aug 28, 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 | Aug 26, 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 | Aug 25, 2024 | Development, Tessera
I promised myself I would document failures as carefully as successes. Tessera has clear limitations, and understanding them is as important as understanding her strengths. Missing Context When an email chain omits a constraint I would normally infer implicitly,...
by iqentity | Aug 23, 2024 | AI Ethics
The fundamental challenge of AI ethics is not knowing what is right. It is building organizations that consistently do what is right when doing so is inconvenient, expensive, or slow. Ethics is easy in the abstract. It is difficult in the quarterly planning meeting....
by iqentity | Aug 21, 2024 | AI Ethics
The fundamental challenge of AI ethics is not knowing what is right. It is building organizations that consistently do what is right when doing so is inconvenient, expensive, or slow. Ethics is easy in the abstract. It is difficult in the quarterly planning meeting....
by iqentity | Aug 19, 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 | Aug 17, 2024 | Development, Tessera
When I say Tessera achieves 80-90% decision alignment in core domains, I want to be precise about what that means and what it does not mean. What It Means If you give Tessera an email chain that fully and accurately describes the problem, including context,...
