Monitoring LLM behavior: Drift, retries, and refusal patterns

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

New AI Model Beats Doctors at Clinical Reasoning, Diagnosis

Rapid improvements in artificial intelligence emphasize need for randomized trials ...
Hosted on MSN

The complete LLM showdown: Testing 5 major AI models for real-world performance

The AI assistant market has exploded. Every few months, we hear about another breakthrough model that promises to revolutionize how we work, create, and solve problems. But as someone who likes to see ...
Hosted on MSN

Local LLM experiments reveal hardware, model choice matter most

Months of hands-on testing with locally run large language models (LLMs) show that raw parameter count is less important than architecture, context window, and memory bandwidth. Advances in ...
InfoQ

DoorDash Builds LLM Conversation Simulator to Test Customer Support Chatbots at Scale

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 ...
Nasdaq

Ginkgo Bioworks Launches New Protein LLM and Model API Built on Google Cloud Technology

Protein large language model (LLM) designed to help enterprises accelerate drug development coming to Google Cloud's Vertex AI Model Garden soon; one of the first-of-its-kind in the industry Model API ...
VentureBeat

Fine-tuning vs. in-context learning: New research guides better LLM customization for real-world tasks

Two popular approaches for customizing large language models (LLMs) for downstream tasks are fine-tuning and in-context learning (ICL). In a recent study, researchers at Google DeepMind and Stanford ...
SiliconANGLE

New LLM developed for under $50 outperforms OpenAI’s o1-preview

Researchers have developed a large language model that can perform some tasks better than OpenAI’s o1-preview at a tiny fraction of the cost. Last September, OpenAI introduced a reasoning-optimized ...
InfoWorld

How to choose the best LLM using R and vitals

Is your generative AI application giving the responses you expect? Are there less expensive large language models—or even free ones you can run locally—that might work well enough for some of your ...
Semiconductor Engineering

LLM-based Agentic Framework Automating HW Security Threat Modeling And Test Plan Generation (U. of Florida)

A new technical paper titled “ThreatLens: LLM-guided Threat Modeling and Test Plan Generation for Hardware Security Verification” was published by researchers at University of Florida. “Current ...
Semiconductor Engineering

Customizing A LLM Model For VHDL Design of High-Performance MPUs (IBM)

A new technical paper titled “Customizing a Large Language Model for VHDL Design of High-Performance Microprocessors” was published by researchers at IBM. “The use of Large Language Models (LLMs) in ...