How would you evaluate these model candidates for an internal assistant?
Instruction: Compare the candidates against the supplied requirements, recommend the next investment, and explain the evidence needed for the decision.
A fictional internal assistant has three mandatory pilot gates: at least 93% acceptable answers on a 200-case evaluation, response latency at the 95th percentile no greater than 2 seconds, and model cost no greater than $0.02 per task. Candidate A scores 92%, 1.5 seconds, and $0.025; B scores 94%, 3.2 seconds, and $0.018; C scores 90%, 1.9 seconds, and $0.012. All three pass the initial data-handling review. Figures are invented, and the evaluation uses the same inputs and scoring rubric.
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I would not declare a winner because none currently meets the agreed gates. A misses quality and cost, B misses latency, and C misses quality. A weighted average would conceal those failures unless the sponsor explicitly changed the requirements. My first investigation would be B because it meets the observed quality and model-cost gates...
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