Editing Recursive self-improvement (section)

==== General capabilities ====
This system forms a sort of generalist [[Turing completeness|Turing complete]] [[programmer]] which can in theory develop and run any kind of software. The agent might use these capabilities to for example:

* Create tools that enable it full access to the internet, and integrate itself with external technologies.
* Clone/[[Fork (software development)|fork]] itself to delegate tasks and increase its speed of self-improvement.
* Modify its [[cognitive architecture]] to optimize and improve its capabilities and success rates on tasks and goals, this might include implementing features for long-term memories using techniques such as [[retrieval-augmented generation]] (RAG), develop specialized subsystems, or agents, each optimized for specific tasks and functions.
* Develop new and novel [[Multimodal learning|multimodal architectures]] that further improve the capabilities of the [[Foundation model|foundational model]] it was initially built on, enabling it to consume or produce a variety of information, such as images, video, audio, text and more.
*Plan and develop new hardware such as chips, in order to improve its efficiency and computing power.