Notes on "The Ascending Arc of AI Agents"
February 16, 2025
- https://www.dataengineeringweekly.com/p/the-ascending-arc-of-ai-agents
- innovations for ai agents
- reasoning and acting
- ReAct, agents can test their logic in the real world
- lifelong learning
- VOYAGER; continuous adaption to updating environments, iterative prompting, skill acquisition and usage
- infinite memory
- MemGPT; context is no longer a bottleneck
- real-world challenges
- SWE-bench; benchmarks reveal promises and limitations in professional settings
- model distillation
- knowledge passes from one generation of models to the next
- reasoning and acting