Study Resources Library
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Attention Is All You Need
Authored by Vaswani et al. (Google Brain) • Published 2017
The seminal research paper that introduced the Transformer architecture, replacing recurrent models (RNNs/LSTMs) entirely with self-attention mechanisms.
Attention Is All You Need
by Vaswani et al. (Google Brain)
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Attention Is All You Need
The seminal research paper that introduced the Transformer architecture, replacing recurrent models (RNNs/LSTMs) entirely with self-attention mechanisms.
Generative Adversarial Nets
The landmark paper introducing Generative Adversarial Networks (GANs), framing generative modeling as a competitive minimax game.
Llama 3: Open Foundation & Chat Models
Meta AI's comprehensive technical report detailing training data mixtures, scaling laws, architectural enhancements, and safety alignments.
State of AI Report 2025
The comprehensive annual review tracking breakthroughs in AI research, industry trends, compute allocations, and global regulatory legislation.
Stanford AI Index Report 2026
A definitive independent report tracking AI index indicators across research, technical performance, ethics, economy, and education.
Structure and Interpretation of Computer Programs (SICP)
The legendary MIT computer science textbook teaching abstraction layers, functional programming paradigms, and compiler mechanics using Scheme.
Introduction to Algorithms (CLRS)
The definitive textbook on algorithms, detailing sorting, search, graph networks, dynamic programming, and complexity theory.
A Mathematical Theory of Communication
The foundational Bell Labs paper that established Information Theory, introducing mathematical entropy and channel capacity limits.
The General Theory of Employment, Interest, and Money
The foundational work of Keynesian macroeconomics, detailing aggregate demand, liquid preferences, and market interventions.
A Brief History of Time
The popular science classic introducing general relativity, quantum mechanics, black hole thermodynamics, and the origin of the cosmos.
Academic Writing: Structuring a Literature Review
A detailed methodological guide on synthesis mapping, citation tracking, and thematic structuring of literature reviews for graduate admissions.