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A Reading List for the Goon Squad

Table of Contents

Ritwik Gupta Ritwik Twitter

These are the ones I found particularly impactful, it is by no means an exhaustive list of papers/essays/books I recommend!

Philosophy of Artificial Intelligence

Meditations 1/2/3 - Descartes link

Minds, Brains, and Programs - John Searle link

Substance Dualism (Meditations 6) - Descartes link

The replies to the Chinese Room Argument - Various link

Computing Machinery and Intelligence - Turing link

Division by Zero - Chiang link

What is it Like to be a Bat - Thomas Nagel link

EdX course on Minds and Machines

Machine Learning/Artificial Intelligence

Decoupled Neural Interfaces using Synthetic Gradients - Jaderberg et. al. link

Learning representations by back-propagating errors - Rumelhart et. al. link

Distilling a Neural Network Into a Soft Decision Tree - Frosst, Hinton link

Deep Learning: A Critical Appraisal - Gary Marcus link

Pattern Recognition and Machine Learning (PRML) - Christopher Bishop link

Memory Fusion Network for Multi-view Sequential Learning - Zadeh et. al. link

Systems

A Case for Redundant Arrays of Inexpensive Disks (RAID) - Patterson, Gibson, Katz link

Cyberintelligence

APT1: Exposing One of China’s Cyber Espionage Units - Mandiant link

Cybersecurity

Lest We Remember: Cold Boot Attacks on Encryption Keys - Halderman et. al. link

PicoCTF: A Game-Based Computer Security Competition for High School Students - Chapman, Burket, Brumley link

Common Sense Guide to Prevention and Detection of Insider Threats - Cappelli et. al link

Biology

Multiplex Genome Engineering Using CRISPR/Cas Systems - Cong et. al. link

Chemical specificity of nucleic acids and mechanism of their enzymatic degradation - Erwin Chargaff link

Creation of a bacterial cell controlled by a chemically synthesized genome - Gibson et. al. link

ATG Systems from the Protein Structural Point of View - Noda, Ohsumi, Inagaki link

Neural Basis of Cognition

Activation of the middle fusiform 'face area' increases with expertise in recognizing novel objects - Gauthier et. al. link

Hand Movements: A Window into Haptic Object Recognition - Lederman, Klatzky link

Chemistry

Open Babel: An open chemical toolbox - Boyle et. al. link

Medicine

Chronic Traumatic Encephalopathy In a National Football League Player - Omalu et. al. link

Equine Veterinary Science

(shoutout to my friend Hannah Lynch for getting me interested in reading anything about horses)

A Critical Review of Horse-Related Risk: A Research Agenda for Safer Mounts, Riders and Equestrian Cultures - Thompson, McGreevy, McManus link

Validation of a Laboratory Method for Evaluating Dynamic Properties of Reconstructed Equine Racetrack Surfaces - Setterbo et. al. link

Orens Xhagolli

Some really cool papers :)

Machine Learning

Gradient-Based Learning Applied to Document Recognition (Very well written paper!!!) link

Computer Graphics

(Most of the stuff that I will post on this section is still related to ML)

Synthesizing Obama: Learning Lip Sync from Audio link

Niraj Pant Niraj Twitter

tbh prob the coolest one on this list, but i'll leave you to decide that

Cryptocurrencies

MimbleWimble link

Stefan Aleksic Stefan Twitter

Working hard to make a more open internet.

Censorship Resistant Networks

Untraceable electronic mail, return addresses, and digital pseudonyms

Crowds: Anonymity for Web Transactions

The Sybil Attack

Tor: The Second Generation Onion Router

Evading Censorship with Browser-Based Proxies

Distributed Networks

Dat - Distributed Dataset Synchronization and Versioning

Censorship Analysis

How the Great Firewall of China is Blocking Tor

Books that Have Influenced Me

Hackers and Painters: Big Ideas from the Computer Age

Countdown to Zero Day: Stuxnet and the Launch of the World's First Digital Weapon

Siddhartha

Functional Programming in Scala

Roots: The Saga of an American Family

Between the World and Me

High Output Management

Man's Search for Meaning

Introduction To Algorithms

How to Win Friends and Influence People

A Long Way Gone: Memoirs of a Boy Soldier

The Subtle Art of Not Giving a F*ck: A Counterintuitive Approach to Living a Good Life

Animal Farm

Manhood: How to Be a Better Man-or Just Live with One

Without Their Permission: How the 21st Century Will Be Made, Not Managed

How to Live on 24 Hours a Day

Wild Swans: Three Daughters of China

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