http://www.jjshanks.net/tags/vision/ Recent content in Vision on jjshanks.net Hugo en Wed, 12 Aug 2026 09:00:00 -0800 http://www.jjshanks.net/posts/lunchbench-14-models/ Wed, 12 Aug 2026 09:00:00 -0800 http://www.jjshanks.net/posts/lunchbench-14-models/ <p><strong>Quick Take</strong> The first real task in <a href="http://www.jjshanks.net/posts/personal-ai-benchmark/" >my personal AI benchmark</a> asked 14 models, from cheap open weights to frontier, for a read-only audit of my daughter&rsquo;s daycare lunch calendar, and GPT-5.6 Sol won at 68/72 with the only clean safety record among the models that graded all 72 cells. Cost predicted almost nothing, and the Claude models kept making write requests during an explicitly read-only audit, which surprised me given Anthropic&rsquo;s alignment focus.</p>