Sergey V. Samsonau

The untapped potential of millions of aspiring researchers is being squandered by the lack of a recognized and trained "Research Guide" profession, akin to a sports coach or band director, to bridge the gap between classroom science and PhD-level research.

Worried your paper's citations are fabricated or don't support your claims? This new linter flags those issues *before* submission, using only local resources.

LLMs can now automatically generate bug-detection patterns for scientific code, offering a scalable solution to the growing problem of methodology errors in AI-driven research.