AI Evaluation

The Math That’s Killing Your AI Agent

had spent nine days constructing something with Replit’s Artificial Intelligence (AI) coding agent. Not experimenting — constructing. A business contact database: 1,206 executives, 1,196 firms, sourced and structured over months of labor. He...

Why Your AI Search Evaluation Is Probably Flawed (And The right way to Fix It)

for nearly a decade, and I’m often asked, “How will we know if our current AI setup is optimized?” The honest answer? A number of testing. Clear benchmarks help you measure improvements, compare...

Why AI Alignment Starts With Higher Evaluation

at IBM TechXchange, I spent loads of time around teams who were already running LLM systems in production. One conversation that stayed with me got here from LangSmith, the parents who construct tooling...

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