Agents Are Not Enough
Not on the map. Why?
Abstract (arXiv)
In the midst of the growing integration of Artificial Intelligence (AI) into various aspects of our lives, agents are experiencing a resurgence. These autonomous programs that act on behalf of humans are neither new nor exclusive to the mainstream AI movement. By exploring past incarnations of agents, we can understand what has been done previously, what worked, and more importantly, what did not pan out and why. This understanding lets us to examine what distinguishes the current focus on agents. While generative AI is appealing, this technology alone is insufficient to make new generations of agents more successful. To make the current wave of agents effective and sustainable, we envision an ecosystem that includes not only agents but also Sims, which represent user preferences and behaviors, as well as Assistants, which directly interact with the user and coordinate the execution of user tasks with the help of the agents.
Key facts. Cited by 5 papers in the map (data through 14 Oct 2026). Builds on 2 of its 12 references that are in the map. First posted on arXiv 19 Dec 2024.
Builds on
2 of 12 references.
References · 2
Built on by
Citing papers per year: 2025: 3; 2026: 2.
5 papers.
- 2025Future of Work with AI Agents: Auditing Automation and Augmentation Potential across the U.S. Workforcecited by 38
- 2026Value of Information: A Framework for Human-Agent Communicationcited by 12
- 2025Agentic Workflows for Conversational Human-AI Interaction Designcited by 8
- 2025From Craft to Constitution: A Governance-First Paradigm for Principled Agent Engineeringcited by 1
- 2026Toward Epistemic Stability: Engineering Consistent Procedures for Industrial LLM Hallucination Reductioncited by 0
- 2026Toward Epistemic Stability: Engineering Consistent Procedures for Industrial LLM Hallucination Reduction8 Mar 2026
- 2026Value of Information: A Framework for Human-Agent Communication10 Jan 2026
- 2025From Craft to Constitution: A Governance-First Paradigm for Principled Agent Engineering12 Oct 2025
- 2025Future of Work with AI Agents: Auditing Automation and Augmentation Potential across the U.S. Workforce6 Jun 2025
- 2025Agentic Workflows for Conversational Human-AI Interaction Design29 Jan 2025