by iqentity | Apr 9, 2024 | Development, Tessera
Tessera will never make an API call. Not to OpenAI. Not to Anthropic. Not to any cloud service. The entire system, language model, retrieval infrastructure, knowledge graph, and agentic layer, runs locally on hardware I control. This is not paranoia. This is...
by iqentity | Apr 8, 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 | Apr 6, 2024 | Development, Tessera
Retrieval is everything. If Tessera cannot find the right precedent for a new situation, nothing else matters. I spent this month building a hybrid retrieval system that prevents the failure modes I have seen in every other approach. Why Single-Method Retrieval Fails...
by iqentity | Apr 5, 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 | Apr 4, 2024 | Development, Tessera
The graph is taking shape. Two months of ingested data, and the lattice structure is emerging naturally from the decision extraction process. The patterns are real. The Node Structure Each decision node contains: the decision itself (what was chosen), the signals that...
by iqentity | Apr 3, 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 | Apr 2, 2024 | Development, Tessera
The ingestion pipeline is operational. Three weeks of building, testing, and refining against real data from my corpus. The results are better than expected, but the challenges were different from what I anticipated. Pipeline Architecture Stage 1: Format...
by iqentity | Apr 1, 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 | Mar 29, 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 27, 2024 | Development, Tessera
Something emerged from the early extraction runs that validates the entire approach. The data confirms what the psychological assessments suggested: the same decision engine operates across all domains. What the Data Shows When I analyze how I handled legal risk...
