LLM Digest

Story

infoq_ai_ml · Sep 7, 2026 · news

Source brief

Presentation: From AI Agent Demo to Production: Automated Testing and Evaluation

infoq.comSep 7, 2026
original source linked

In brief

Zhou Yu discusses why AI agents stall in demo phase and shares how simulation-driven testing solves compliance and reliability bottlenecks. Learn how Columbia and Arklex AI use synthetic user personas, trajectory entr...

Feed lens

agentevaluation

Read the original at infoq.com →Open in live feed

Presentation: From AI Agent Demo to Production: Automated Testing and Evaluation

Earlier in this thread 4 items

Synthetic evaluation datasets for testing AI agents before production deployment

TruthInsightBench: An Evidence-Grounded Benchmark for Automated Evaluation of Open-Ended Scientific Discovery Agents

10 questions every startup should answer before moving to production with their AI prototype

A Multi-Agent Platform for Automated Enterprise Analytics and Insight Generation