> with modern agentic tools and a much closer look, the picture looks totally different.

Are those the agentic tools the LLM developed for you? How can you be sure they can be trusted and that you even understand them correctly and are not biased towards making you feel like they are trustworthy? This is exactly the AI2027 scenario where researchers are fooled by their own super AI telling them what they want to hear ("our model solved alignment!") while successfully hiding its true intention.

Also Yudkowsky's Cat-Belling would like a serious word with Nick. (https://www.lesswrong.com/posts/SwYBLQvo8MddDcCwz/cat-bellin...)