Nishit Singh (he / they)
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hey, i'm nishit. i study physics and engineering at the birla institute of technology and science (bits), pilani. currently, i'm interested in the unconventional ways physics interacts with ai, specifically world models, interpretability, and the likes.
i am currently a research fellow under paras chopra, studying transformers. through my recent involvment with dr. kokil jaidka at nus, singapore, i have been interested in trustworthy machine learning frameworks. i've also previously been associated with the csir national thin film laboratory (summer research intern), postman and the kalipatnapu extended reality lab, and have had the privilege to be guided by the mechanical engineering department, bits pilani, in my exploits studying finite element methods. in what seems like another life, i worked with pieds, bits pilani as a student founder.
ive also found joy working with the film-making club (fmac) and the cinema and literature club (matrix) at bits.
i (hopefully will) try to write about what i find interesting on my blog. i am not a very good author. read here.
picture from downtown seoul, taken promptly before inhaling an entire hot-pot after a long conference.
27/02/2004
new delhi, india
f20221317[at]pilani.bits-pilani.ac.in
research
Communication Heterogeneity and Collective Consensus in Neural Cellular Automata
In Proceedings, ACM (Collective Intelligence) 2026
arxiv
Emergent Ordinal Geometry in Transformers Trained on Local Comparisons
In Proceedings, CAISc 2026
arxiv
Causal Evidence of Stack Representations in Modeling Counter Languages Using Transformers
ICLR 2026 (Logical Reasoning of LLMs workshop)
arxiv
Detecting and Mitigating Bias by Treating Fairness as a Symmetry Operation
ICML 2026 (Culture X AI workshop)
arxiv
RL-Synthesised Quantum Circuits: A Novel Lens for Phase Transitions in Many-Body Systems
ICML 2026 (Low Rank Representations workshop)
readprojects
blog
a conversation with ELIZA
September 22, 2026
Decision Theory(s)
September, 2026
what im reading / watching / listening to
Last updated in September 2026
Swarm Instrumentality
23/09/26
Can a model model a model?
September, 2026
i'm slightly scared :/
September, 2026
why would an agent favour the collective over itself?
September, 2026
miscellaneous
A charcuterie board of comics/illustrations
Curated designs from my stint(s) as a graphic designer from 2022 to 2023
Gallery
