Comment by dataviz1000

I've been working on proving that Claude Opus can be self-reflecting meaning that its attention and context are large enough that it is aware of its own instructions, aware of the task, and capable of writing its own instructions to optimize solving the task in recursive iterations. [0]

By tuning the agent, it is possible to create trading strategies [1] and reverse engineer websites in order to create optimized JSON APIs using the websites internal private APIs. [2]

I'm having the hardest time communicating what is happening so next I'm going to try to explain it using data visualizations so people can visualize it in action.

[0] https://github.com/adam-s/agent-tuning

[1] https://github.com/adam-s/alphadidactic

[2] https://github.com/adam-s/intercept?tab=readme-ov-file#how-i...