Jiwon Jang

works on

error budget 1 evaluation metrics 1 large language models 1 quantization 1 tool-calling agents 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

Flat Score, Amplified Failures: How the Error Budget Masks Damage in Quantized LLM Agents

Jiwon Jang, Kisu Yang, Heuiseok Lim +1

The paper evaluates 4-bit post‑training quantization of multi‑turn, tool‑calling LLM agents and finds that while standard scores remain unchanged, quantization substantially increa…