TLDR AI · DEEP DIVES & ANALYSIS

BRAIN THE SIZE OF A PLANET: ARE LLMS THONKING TOO HARD?

parsiya.net30 min read

Summary from the TLDR AI newsletter

Earlier studies showed that Opus 4.6, GPT 5.4, Gemini 3.1-pro-preview, Deepseek R1-0528, and Qwen 3.6-plus were unable to find two of the vulnerabilities discussed in the Mythos blog post without extremely revealing hints. This study continues the previous experiments with 26 distinct Claude-4.6/4.7 and GPT-5.4/5.5 combinations and different context window sizes and reasoning efforts. It found that higher reasoning effort, and even later models, are not always better for triaging security results.