---
title: Index
tags: [index]
status: active
confidence: high
created: 2026-05-09
sources: []
orphan: false
aliases: []
---

# AI Research Tracker — Index

## Foundational Models

- [[large-language-models]] — GPT, BERT, Llama, Claude, and the LLM landscape
- [[scaling-laws]] — how model capability scales with compute, data, and parameters

## Architectures

- [[transformer-architecture]] — the architecture behind modern language models
- [[attention-mechanisms]] — self-attention, multi-head attention, and their role in transformers

## Training Techniques

- [[training-techniques]] — pre-training, fine-tuning, instruction tuning, and alignment
- [[reinforcement-learning-from-human-feedback]] — RLHF and its role in ChatGPT and Claude

## Benchmarks

- [[llm-benchmarks]] — MMLU, HumanEval, HELM, and evaluation methodology

## Key Researchers

- [[geoffrey-hinton]] — deep learning pioneer, backpropagation, Boltzmann machines
- [[andrej-karpathy]] — Tesla AI, nanoGPT, LLM pedagogy

## Recently Added
