Why LLMs Hallucinate And What Enterprises Must Do About It

Academic Summarization: LLMs have been found to fabricate study results, blend findings from unrelated papers or invent ...

Monitoring LLM behavior: Drift, retries, and refusal patterns

The offline pipeline's primary objective is regression testing — identifying failures, drift, and latency before production.
Virtualization Review

Running AI on VMware Workstation

Testing small LLMs in a VMware Workstation VM on an Intel-based laptop reveals performance speeds orders of magnitude faster than on a Raspberry Pi 5, demonstrating that local AI limitations are ...

Natural-language AI helps chemists design molecules step by step

Designing molecules is one of chemistry's most complex challenges. From life-saving drugs to advanced materials, each ...

LLMs don’t get mental health right. We need a two-pronged approach to fix them

Many people have begun turning to LLMs for advice, seeking guidance on anything from fitness plans to interpersonal ...
IEEE

Advancing Simulation-Based Optimization with LLMs for Traffic Problems

Abstract: This paper introduces a novel framework for addressing expensive-to-evaluate simulation-based optimization (SBO) problems in traffic systems by incorporating the global reasoning ...