By Animesh Mishra
The same molecule written as SMILES, IUPAC, InChI or SELFIES gave inconsistent predictions for 88% of 1,072 molecules. What happens inside the model?
Research & notes
Writing
Archive
I made a fruit fly trade crypto
I have been trading crypto for a while. So I tried something I probably should not have: what if I made the fruit fly trade crypto?
What I took away from Global Fintech Fest 2026
I went in mostly curious about what people were building. I came out thinking much more about what we still do not understand.
Translation metrics cannot judge what their tokeniser deletes
Certain invisible Unicode corruptions get normalised away during tokenisation, making a corrupted translation and the clean version identical to the metric at the input level.
Beyond epistemic collapse: disagreement-aware scientific RAG
EVIRAG is designed to prevent LLMs from collapsing conflicting scientific evidence into a single answer.
Juris ranked #2 globally on IBM VAKRA for tool selection
A lot of work went into making the agent do less and choose better. A 36B model turned out to be more than enough.