Recent discussions among AI experts suggest that Artificial General Intelligence (AGI) could potentially emerge within the next 1.5 to 2 years. Predictions indicate that future foundation models, such as OpenAI's o1 and Google's AlphaProof, may play a crucial role in this development. These models are designed to enhance reasoning capabilities without solely relying on increased scale. The o1 model, in particular, focuses on optimizing test-time compute, which could lead to improved AI performance. Additionally, comparisons of various large language models (LLMs) like Claude and Gemini have been conducted to assess their effectiveness in long-context retrieval tasks. Experts believe that even current models, such as GPT-4, demonstrate sufficient intelligence for many applications, suggesting that the transition to AGI may not necessitate a drastic upgrade in model size or complexity.