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A Netflix Scientist Says Resample Your LLM Judge. 5 Runs Cut the Error Bar 13%
â If AlpacaEvalâs GPT-4 Turbo judge used one sampled verdict per answer, GPT-4oâs error bar would be ±3.45 points. Five verdicts make it ±3.00. So do 32% more questions. Grading every answer 5 times w...
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Use an LLM as a Judge Inside Your Python Agent â Hereâs How to Measure If Itâs Actually Working
57% of organisations now have agents in production and quality is the 1 barrier to deployment. The LLM-as-judge pattern has matured from⊠Continue reading on Towards AI
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What Stays Constant While the AI Tools Keep Changing
The engineering principles that matter when AI starts writing, changing and influencing the software we build. Continue reading on Towards AI
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