The latter part of the blog delves into the world of art and finance, discussing the Golden Ratio and Fibonacci sequence in art masterpieces, the effects of living near a Bitcoin mine, and the largest banks in the US by total deposits. It also mentions the fall of 23andMe, increased SEC oversight for hedge funds, and the potential official recognition of Category 6 hurricanes. The blog concludes with a discussion on the TravelPlanner benchmark, which evaluates AI on decision-making and reasoning in complex scenarios, and reveals a significant gap in AI capabilities for real-world planning applications.
Key takeaways:
- TravelPlanner is a new benchmark introduced for evaluating AI in travel planning, testing decision-making, tool use, and reasoning in complex scenarios.
- The benchmark uses a sandbox with over four million records across 1,225 scenarios.
- Current AI agents, including GPT-4, struggle with multi-constraint planning tasks, achieving only a 0.6% success rate.
- The results highlight the challenges AI faces in meeting task requirements and managing multiple constraints, indicating a significant gap in AI capabilities for real-world planning applications.