## Advanced AI Topics - [From GPT4 to AGI](https://situational-awareness.ai/from-gpt-4-to-agi/#Counting_the_OOMs) - [Attention is all you need](https://arxiv.org/pdf/1706.03762.pdf) - **STaR (Self-Taught Reasoners)** and read the [STaR Paper](https://arxiv.org/pdf/2203.14465). - **GoT (Graph of Thoughts)** by reading the [GoT Paper](https://arxiv.org/abs/2308.09687). - **MCTS (Monte Carlo Tree Search)** with the [MCTS Paper](https://arxiv.org/abs/2406.07394). - Dive into **DSPy** by exploring its [GitHub Repository](https://github.com/stanfordnlp/dspy) and trying out some examples. - Learn about **CLIN** by reading the [CLIN Paper](https://arxiv.org/abs/2310.10134). - Understand **GraphRAG** by exploring its [GitHub Repository](https://github.com/microsoft/graphrag). - Read about **Self Discovery** through the [Self Discovery Paper](https://arxiv.org/pdf/2402.03620). - Finally, explore the concepts of __Q_ / Strawberry_* by reading the [Strawberry Article](https://reuters.com/technology/artificial-intelligence/openai-working-new-reasoning-technology-under-code-name-strawberry-2024-07-12/) and the [Path to AGI](https://situational-awareness.ai/from-gpt-4-to-agi/#Counting_the_OOMs).