What is RLHF? Reinforcement learning from human feedback for AI alignment
This article explains how reinforcement learning from human feedback (RLHF) is used to train language models that better reflect human preferences, including practical steps and evaluation techniques.
Learn how LLM-as-a-judge works, when to use it (and when not to), common bias and failure modes, and research-backed best practices for building reliable evaluation systems.
LLM observability: Your guide to monitoring AI in production
Deploying LLM applications into production is complex. This guide explains LLM observability - why it matters, common failure modes like hallucinations, key tool features, and how to get started with W&B Weave.
Generative AI is revolutionizing the financial services industries by automating complex tasks, enhancing customer interactions, and bolstering security. In banking, generative AI models can generate…
Modern quant research at scale: GPU-native compute, unified scheduling, and W&B experiment tracking to turn exploration into deployable trading systems.
Explore the shift to agentic AI in finance. Learn how to build safe, autonomous workflows for banking—from fraud detection to compliance—ensuring auditability with W&B Weave.
Reinforcement learning: A guide to AI’s interactive learning paradigm
On this page What is reinforcement learning? The goal Online vs offline RL Taxonomy Core methods Benchmarks, metrics, and frameworks Advances and trends Successful applications…
The rise of large language models (LLMs) has revolutionized natural language processing, opening the door to powerful applications across industries—from conversational agents and code generation…
What are AI agents? Key concepts, benefits, and risks
In this exploration, we will dive into the architecture, applications, and future potential of AI agents, highlighting their role in transforming modern problem-solving paradigms.
Generative AI is reshaping the retail industry, ushering in a new era of personalization, operational efficiency, and innovation. As this technology advances, retailers are leveraging…
