# Kushagra’s Newsletter

I want to builds machines that invents new things and discovers new science. Graduate Student @MIT

Page: <https://rssamplifier.com/computingserendipity-substack-com>  
Feed: <https://rssamplifier.com/computingserendipity-substack-com.md>

---

## [What Project Hail Mary Teaches Us About Intelligence](https://computingserendipity.substack.com/p/what-project-hail-mary-teaches-us)

_2026-06-25 · Kushagra "Kush" Tiwary_

How do substrate, physics, and the physical world shape the emergence of intelligence, and what does that mean for humans and AI?

## [Ingredients of Modern Perception](https://computingserendipity.substack.com/p/ingredients-of-modern-perception)

_2023-01-08 · Kushagra "Kush" Tiwary_

What do you need to make robot with superhuman ability?

## [The Perception Problem](https://computingserendipity.substack.com/p/the-perception-problem-165c169b00af)

_2020-04-05 · Kushagra "Kush" Tiwary_

“Perceived Reality” and Surgeon’s Scalpels

## [Generating Fake Data- Density Estimation and Generative Adversarial Networks](https://computingserendipity.substack.com/p/generating-fake-data-density-estimation-and-generative-adversarial-networks-3606a37fa95)

_2018-06-26 · Kushagra "Kush" Tiwary_

1. Introduction

## [Histograms Of Oriented Gradients for Human Detection, N. Dalal & B. Triggs](https://computingserendipity.substack.com/p/scattered-thoughts-on-ml-68d30f44da19)

_2017-11-08 · Kushagra "Kush" Tiwary_

This is one of the very first papers I have ever read and have fully implemented. One of the reasons why I like this paper so much is…