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Exploring the frontiers of multilingual AI, cultural understanding, and the future of human-computer interaction

Featured Research

Tokenizers are All we Need
Blog Post18 min read

Tokenizers are All we Need

A grounded walkthrough of how modern tokenizers work, why they matter, and how their hidden mechanics shape efficiency, language handling, and real-world model performance.

SentencePieceTikTokenMambaPyTorchSequence Modeling
Vishesh Yadav
11/7/2025
Why India Needs Its Own LLMs
Blog Post8 min read

Why India Needs Its Own LLMs

The future of AI in India depends on building language models that understand our culture, context, and languages.

AI EthicsIndian LanguagesCultural Context
Vishesh Yadav
1/15/2025
Diving Deep into the Mamba Model Implementation
Blog Post6 min read

Diving Deep into the Mamba Model Implementation

A technical exploration of implementing the Mamba model in PyTorch, breaking down the architecture, key components, and challenges.

MambaPyTorchSequence Modeling
Vishesh Yadav, Kush Agrawal
10/25/2023

All Research

LLMs Counting Digits, Not Storing a Number Line
Blog5 min read

LLMs Counting Digits, Not Storing a Number Line

LLMs Counting Digits, Not Storing a Number Line

Vishesh Yadav6/11/2026
When LLMs Multiply!!
Blog5 min read

When LLMs Multiply!!

When LLMs Multiply: Right Ballpark, Wrong Answer (and What the Hidden States Actually Say)

Vishesh Yadav6/7/2026

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