Most companies aren't doing this because building good evals is genuinely hard and unglamorous. That's exactly why it's defensible when you do.
GENERATIVE AI
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Market Differentiation: Expertise Commands Premium Pricing in AI
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Clients who can't tell the difference will hire the cheaper option. Clients who can will pay more than ever for someone who actually knows what they're doing.
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Multi-Model Routing Strategy Outperforms Single Model Selection
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The honest takeaway is that no single model wins everything and the people routing different query types to different models are getting better results than the ones who picked a favorite.
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Claude lacks distribution trust timing for billion dollar outcome
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The billion dollar outcome requires distribution, trust, and timing, none of which Claude provides for $20.
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Understanding Code: Why Writing Beats AI Generation
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Probably a reaction to losing the thread in AI generated codebases. Writing it yourself is slower and you end up understanding what you built.
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Claude Code shipping features iteratively strategy
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Claude Code knows. It just keeps shipping features hoping you'll change your mind.
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Claude and ChatGPT trending negative on Google search
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"Claude sucks" hit #1 on Google Trends, followed by "ChatGPT sucks."
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Clean Prompts Beat Complex Pipelines in AI
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Complexity has become a proxy for sophistication in AI circles. A clean prompt that solves the right problem beats an elegant pipeline that solves the wrong one.