Immature ideas:

Automated circuit-level Quantum Error Correction Protocol Discovery: With (reference)), can new QEC protocol be discovered with some learning agents?

Can new ideas on LLM usage enable LLM to do quantum computing research? Can multi-agent + RAG + novel prompt engineering + more “thinking” enabled by reduced cost of inference enable LLM to write code for hamiltonian simulation / QEC simulation? Although this paper: Embers of Autoregression predicts LLM can’t do well on things they are not trained upon, but is it really impossible?