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Evaluation Design — Topic Summaries

AI-powered summaries of 3 videos about Evaluation Design.

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ChatGPT Health Identified Respiratory Failure. Then It Said Wait.

AI News & Strategy Daily | Nate B Jones · 3 min read

A Mount Sinai Health System study on “ChatGPT Health” found a dangerous pattern: the system sometimes recommends waiting for urgent conditions and...

AI Agent SafetyMedical TriageEvaluation Design

What I Tell Every CTO Before They Touch Claude Code or the Anthropic API

AI News & Strategy Daily | Nate B Jones · 3 min read

The central lesson for CTOs and anyone building with Claude Code or the Anthropic API is blunt: AI systems only become reliable when “correctness” is...

Correctness DefinitionsAgentic ArchitectureEvaluation Design

Comparison: DeepSeek vs. OpenAI o1 Preview

AI News & Strategy Daily | Nate B Jones · 2 min read

OpenAI’s claim that “test-time inference” can follow a scaling law—spending extra compute at inference to produce smarter answers—faces a real-world...

Test-Time InferenceModel ComparisonReasoning Under Uncertainty