Progressive Skill Discovery as Access Control for Tool-Using LLM Agents: Structural Governance through Role-Scoped Capability Delivery
arXiv:2609.28693v1 Announce Type: new Abstract: Large Language Model (LLM) agents struggle to scale safely when exposed to vast enterprise toolsets. Providing an agent with access to every internal tool leads to oversized context windows, degraded tool selection, and severe…
AI Summary & Key Takeaways
- arXiv:2609.28693v1 Announce Type: new Abstract: Large Language Model (LLM) agents struggle to scale safely when exposed to vast enterprise toolsets
- Providing an agent with access to every internal tool leads to oversized context windows, degraded tool selection, and severe…
Progressive Skill Discovery as Access Control for Tool-Using LLM Agents: Structural Governance through Role-Scoped Capability Delivery
Related stories
The scientific article is too long, so I just want to ask the AI to paraphrase it. But there is a fear that he will miss...
The scientific article is too long, so I just want to ask the AI to paraphrase it. But there is a fear that he will miss important mathematical calculations and conditions. And if you need to return to the original, you will have to look for the desired section again. The developers of TextFold have created quite…
Popular AI Wearables You Should Know
Browse popular AI wearables, including Bee, Friend, and Limitless.
The hottest AI wearables and gadgets you should know about
We compiled a list of all the hottest AI wearables, including Muse Charm, Bee, Friend, Plaud, and more.
Walmart will allow AI agents to make purchases on their own while Amazon blocks them
Walmart will allow AI agents to make purchases on their own while Amazon blocks them The American retail chain Walmart has introduced Agent Gateway, a new system that will allow AI agents to select products and make purchases on behalf of users. Unlike the competitor...