PhD Students @ University (Research & Thesis for Doctorates)
AI-University (AI-U) framework – open-source platform applied for research-level content via LLMs.
Scite.ai – high-level research literature, citation networks.
Custom LLMs + research ecosystem – students may build domain-specific AI; skills in fine-tuning, retrieval-augmented generation (RAG) are valuable.
Notion AI or equivalent knowledge-management + reference management (e.g., Zotero + AI tools)
Tools like Gradescope might be less relevant here, but productivity & writing-assist tools (Grammarly, etc) remain useful.
Collaboration tools, annotation platforms (Perusall) for reading big volumes, seminars.
Also important: AI ethics, responsible use, reproducibility, data management – so awareness of AI limitations is key.