Why LLMs Hallucinate And What Enterprises Must Do About It

Ultimately, hallucinations are a systemic feature of today’s LLMs. Unfortunately, they’re not an anomaly. But with the right ...
InfoQ

OpenAI Study Investigates the Causes of LLM Hallucinations and Potential Solutions

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
VentureBeat

Google DeepMind researchers introduce new benchmark to improve LLM factuality, reduce hallucinations

Hallucinations, or factually inaccurate responses, continue to plague large language models (LLMs). Models falter particularly when they are given more complex tasks and when users are looking for ...
BizTech

LLM Hallucinations: What Small Businesses Need To Know

Generative artificial intelligence tools are becoming increasingly popular for small businesses — helping with customer support, marketing, and even drafting policies or reports. But as powerful as ...

Monitoring LLM behavior: Drift, retries, and refusal patterns

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

Patronus AI open-sources Lynx, a real-time LLM-based judge of AI hallucinations

Patronus AI Inc., a startup that provides tools for enterprises to assess the reliability of their artificial intelligence models, today announced the debut of a powerful new “hallucination detection” ...
Computerworld

AI hallucination mitigation: two brains are better than one

A number of startups and cloud service providers are beginning to offer tools to monitor, evaluate and correct problems with generative AI in the hopes of eliminating errors, hallucinations and other ...
Business Wire

Galileo Launches the First-Ever Large Language Model (LLM) Diagnostics and Explainability Platform to Reduce Model Hallucinations

SAN FRANCISCO--(BUSINESS WIRE)--Today, Galileo, the first-ever machine-learning (ML) data intelligence company for LLMs and Computer Vision, announced a suite of new tools called Galileo LLM Studio — ...
Diginomica

Want better LLM results? Then it's time for AI evaluation tools - learning from Galileo's RAG and agent metrics

A consistent media flood of sensational hallucinations from the big AI chatbots. Widespread fear of job loss, especially due to lack of proper communication from leadership - and relentless overhyping ...
Semiconductor Engineering

Ensuring Accuracy in LLM-Generated Hardware Logic Design Automation (IBM Research)

A new technical paper “Mitigating hallucinations and omissions in LLMs for invertible problems: An application to hardware logic design automation” was published by researchers at IBM Research. “We ...