Part 5/8:
Initial tests indicated a variety of AI models' performance levels when subjected to Paperbench. Interestingly, OpenAI’s model didn't outperform others as one might assume. Instead, Anthropic's Claude 3.5 Sonnet emerged as the top performer during the assessments, with other models such as GPT-4 and Claude 3.7 struggling to meet expectations due to early completion claims or other execution issues.
Agent Frameworks: The Key to Success
Key to the success of these AI systems is the notion of agentic frameworks or scaffolding. The AI's inherent intelligence is only partially responsible for its performance; the supporting structures surrounding these models play a crucial role in enabling agents to achieve objectives.