GitHub Copilot benchmarks: token efficiency, agent harnesses and real coding-agent cost
GitHub’s Copilot benchmarks suggest the real fight in coding agents is harness design, token efficiency and cost per resolved task — not just the model.
#benchmarks
4 posts
GitHub Copilot quer ganhar no harness, não no modelo
Novo benchmark do GitHub Copilot diz que o harness entrega resolução parecida com Claude Code e Codex usando menos tokens em várias tarefas.
OpenAI Gets It Right on Defending Third-Party Evaluations of Frontier Models — but the Point Isn't the Benchmark
OpenAI's push for trusted third-party evaluations matters less as an announcement than as an admission: frontier AI can no longer rely on self-assessment alone.
OpenAI acerta ao defender avaliações terceiras de modelos frontier — mas o ponto não é o benchmark
A OpenAI propõe um playbook para avaliações terceiras de modelos frontier. O ponto central: sem testes independentes confiáveis, capability e safety viram marketing.