המספר האחרון: מה Astra בוחר (וכל דגם חזיתי, ומה יש לעשות)

תקציר מקורי באנגליתNaive autoresearch investment in our AEO have yielded impressive ROI, and so naturally it was time to take it seriously. We were inspired by What Claude Code Actually Chooses , and decided to extend/adjust it to our tastes. After a few billion tokens of prototyping, aligning, and scaling pipelines, here’s the Latent Space Frontier AEO tracker . Our methodology extends AmplifyingAI’s to run 6 prompt variations over 7 models 1 (search on) in 161 categories , from coding agents to AI podcasts to AI Sandboxes to Managed Databases to ASR models to even oddball categories like Angel investors and Corporate spend and Payroll software . Answer extraction was done by Astra, and scored for a proprietary AEO score that gives weight to first choices, alternative choices , mentions , but al