agent/papers/items/2026-2604-04131-profile-then-reason-bounded-semantic-complexity-for-tool-augmented-language-agen.md

Paper: Profile-Then-Reason: Bounded Semantic Complexity for Tool-Augmented Language Agents

---

type: paper title: "Profile-Then-Reason: Bounded Semantic Complexity for Tool-Augmented Language Agents" authors: Paulo Akira F. Enabe year: 2026 venue: arXiv url: https://arxiv.org/abs/2604.04131 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-04-05 updated_at: 2026-04-05 status: queued relevance: high topics:

• agent-evaluation
• rag
• reasoning
• tool-use
• workflow-agent methods:

benchmarks:

models:

datasets:

• cs.AI related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 16 collection_queries: language-agent

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: language-agent
• inferred topics: agent-evaluation, rag, reasoning, tool-use, workflow-agent
• arXiv categories: cs.AI
• collection score: 16

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2604.04131