Navigating the complexity of modern research is getting harder.
Ambiguous Attribution
In complex collaborations, individual contributions can easily blur. It becomes difficult to accurately track exactly who contributed what.
The AI "Black Box"
LLMs expedite research, but they obscure authorship. It is often unclear to what extent tools are valid or ethical.
Version Control Hell
Research is non-linear. Without proper tools, projects devolve into a mess of "final_v2.docx" files, losing the valuable context.

