Research

Original Research from InfoWebPlus

Original research on product engineering, integrations, and pragmatic AI from InfoWebPlus, a Costa del Sol studio building maintainable client systems.

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Sep 3, 2026George Barbu
How Vibe Coding an AI Agent Taught Me What Hallucination Actually Costs
Wanting to test an existing AI agent project, I had an assistant vibe-code the infrastructure around it instead. It never recognized the project I meant, never said so, and confidently built something else entirely.
AI Implementation
Llm Risk
Hallucination
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Jun 15, 2026George Barbu
LLM Hallucination in Business Contexts: Risk Profiles by Use Case
Key finding: Business risk of LLM hallucination is determined by the combination of error detectability, error reversibility, and error exposure scope, not by hallucination rate alone.
AI Implementation
Llm Risk
Hallucination
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Original Research from InfoWebPlus

How Vibe Coding an AI Agent Taught Me What Hallucination Actually Costs

LLM Hallucination in Business Contexts: Risk Profiles by Use Case

Original Research from InfoWebPlus

How Vibe Coding an AI Agent Taught Me What Hallucination Actually Costs

LLM Hallucination in Business Contexts: Risk Profiles by Use Case