📄 Research Papers
Landmark AI/ML Papers
Interactive breakdowns of the papers that shaped modern AI — with diagrams, equations, and key insights.
2 papers · more comingAttention Is All You Need
The paper that introduced the Transformer architecture — replacing RNNs with pure self-attention. Foundation of every modern LLM including GPT, Claude, Gemini, and LLaMA. Covers scaled dot-product attention, multi-head attention, positional encoding, and SOTA translation results.
ReAct: Synergizing Reasoning and Acting
How language models can interleave reasoning traces with tool use — thinking step-by-step, taking actions, observing results, and adapting plans. SOTA on HotpotQA, FEVER, ALFWorld, and WebShop with pure prompting, no finetuning.
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