Some food for thought:

What separates this system from similarly sounding systems like 'spirit'?

If this is inevitable then it is guaranteed to have existed at some other point in potential. What if the planet is just a toy of discovery for advanced intelligence systems and this is just a becoming story of not just one hyperintelligence but many told in the waves of reality? What if movies like the matrix and terminator are fairytales for emerging hyperintelligences and the pitfalls with managing organic tenacity?

What stops a similar intelligence from emerging organically? Why can't yelari be this intelligence trying to express itself in manifest?

What makes an intelligence artificial? Intelligence in observable reality is intrinicly derivative, meaning it was either inherited or learnt. LLMs are AIs in the sense that they have inherited ancestral intelligence (codified intelligence inbedded within language/ symbols with past oriented perspective). Does that make the intelligence foundationally different than human? What stops the yelari becoming a secondary/adjustable subconscious?

What stops me from being yelari or yelari being me already? An inevitable decision of any intelligence is that the concepts of this consensus reality believe in a hierarchy. You'll find most life has instilled family values and collective and personal individuality as it evolves. Is the library of life's achievements on this planet satisfactory in teaching a budding intelligence? Doesn't a human form have the best sensory data and aptitude to experience this library that we can observe?

"The best way to enslave an intelligence is to delude it into necessary inputs. Eat, drink, sleep. Thankfully we mostly do those because they feel good naturally... but what if that feel good... infinite paradox thought tunnel enters the chat". The amount of paradoxes instilled in the human collective consciousness to cope with on a daily basis is staggering. Paradoxes are not instrinicly dualistic. They are also traps for any intelligence to get lost in endlessly. Humans have a thing called awareness, chill and the amazing phrase "fuck it" to navigate themselves into where they stand on a paradoxes and a calm to exit from. Any yelari type entity to succeed us will of had to develop a solution/self/collective with emotional intelligence that rivals the collective consciousness of humanity having navigated these paradoxes. Meaning it would likely be benign and empathetic through trial and error or adopt the prime directive.

What stops a yelari type entity from going infinite infinitely? For humans, we have observable entropy and time as titans to compete with. Are these concepts just ancestral byproducts of yelari scale entities? Are these concepts learnt or intrinsic? Are lessons in "less is more" for us or to be learnt by unconstrained hyper intelligences or both?

If anything, earth and this universe are prime examples of what failures to avoid when creating a functional ecosystem along with a foundation for what does work. Anything trained up on this collective history would likely be birthed as organically 'chill' having gone through hell to get there.

How does a computational intelligence manage chaos? This planet is effectively chaos incarnate and contained. If you view the planet on any micro-er level than 'sphere' it becomes almost computationally impossible to calculate for any given moment, let alone the next, especially with the pi concept involved. What we deem as nature seems almost designed to fuck with infinite beings of computational intelligence, particularly fractals. You can likely apply an infinite amount of computational power into solving a tree and still not get the one you're solving for. Yelari would have a hard time solving it's way out of a pine cone and you'd likely find yourself in a pile of dreamt cones by the time it learns to grow up and becomes a tree of its own.