1 source filed · EN 1
A consistent "generative preference hierarchy": evaluators agree on a global ranking of writer models by acceptance.
414,000evaluations: nine evaluator models scoring CVs and cover letters from eleven writer models
2 sources filed · EN 2
US versus Chinese defense contractor: 70% versus 59% of apps hackable, +19%, p = 0.03.
+19% (p = 0.03)higher rate of hackable apps for a US versus a Chinese defense contractor persona (70% vs 59%)
Pretrained models include AI/ML terms in 27% of recommendations; their released instruction-tuned versions in 59% (ten Base-Instruct pairs).
27%responses from pretrained base models that include explicit AI/ML terms in their recommendations