This looks very much like whirlpool. LLM researcher makes LLMs researching LLMs. The quote from old post from Karpathy [1] look very appropriate here

[1] https://karpathy.github.io/2015/05/21/rnn-effectiveness/

  "In particular, setting temperature very near zero will give the most likely thing that Paul Graham might say:
    “is that they were all the same thing that was a startup is that they were all the same thing that was a startup is that they were all the same thing that was a startup is that they were all the same”
  looks like we’ve reached an infinite loop about startups."

As if Karpathy made an artificial Karpathy-researcher-blogger and set temperature close to zero.