#Tool Use

4 articles with this tag

SMITH: Joint Tool Creation & Use
AI Research

SMITH: Joint Tool Creation & Use

SMITH, a new RL framework, jointly trains tool creation and use, achieving SOTA accuracy and boosting performance of larger LLMs.

about 2 months ago
Agents Need Receipts, Not More Tool Calls
Artificial Intelligence

Agents Need Receipts, Not More Tool Calls

Armanas Povilionis of Alithea Bio argues that AI agents need direct knowledge retrieval ('receipts') over excessive tool calls for greater efficiency.

3 months ago
Causal Verification for Reliable Tool Use
AI Research

Causal Verification for Reliable Tool Use

CIVeX, a causal intervention verifier, ensures reliable tool use by focusing on intervention identifiability, not just action validity, achieving zero false executions in adversarial settings.

5 months ago
Bridging Vision Tools and LLMs with P2
AI Research

Bridging Vision Tools and LLMs with P2

Perception Programs (P2) transforms raw vision tool outputs into structured summaries, dramatically enhancing MLLM reasoning without retraining.

6 months ago