In this article, you will learn a clear and practical framework for diagnosing why language models perform poorly and how to quickly examine possible causes. Topics covered include: 5 common failure modes and what they look like Concrete diagnostics that can be performed immediately Practical mitigation tips for each disorder Let’s not waste any more…
google cloud Introducing major updates to maintain AIDevelopers of the Vertex AI platform for conceptualizing, designing, building, testing, deploying, and modifying AI agents in enterprise use cases. New features announced today include additional governance tools for enterprises, enhanced ability to create agents with just a few lines of code, acceleration with a cutting-edge context management…
The loan comes shortly after Metaplanet launched a $500 million stock buyback program backed by Bitcoin after its market-based net asset value fell below 1.0. Source link
10 Python one-liners to calculate model feature importanceImage by editor Understand machine learning models It is a key element in building reliable AI systems. The understandability of such models is based on two fundamental properties: explainability and interpretability. The former refers to how well it can explain the “inside” of the model (i.e., how it…
The intelligence of AI models does not prevent enterprises from adopting them. The problem is that quality cannot be defined and measured in the first place. Now, AI judges are playing an increasingly important role. In AI evaluation, "judge" is an AI system that scores the output from another AI system. Judge Builder is Databricks’…
With rapid advances in generative artificial intelligence, teachers and school leaders are looking for answers to complex questions that will help them successfully incorporate technology into their classrooms while ensuring that students actually learn what they are trying to teach them. Justin Reich, an associate professor in MIT’s Comparative Media Studies and Writing Program, hopes…
7 Quick Engineering Tricks to Reduce LLM Hallucinations introduction large language model (LLM) demonstrates a strong ability to reason, summarize, and creatively generate text. Nevertheless, it remains susceptible to common issues such as: hallucinationThis consists of appearing confident but producing information that is false, unverifiable, or even meaningless. LLM generates text based on complex statistical…
We are excited to announce the addition of a great new member to our leadership team. Karin Levy will join VentureBeat as the new editor-in-chief. Today is her first day. Many may know Karyn from her most recent role as deputy editor at TechCrunch, but her career has been a highlight reel for veteran technology…
Managing the power grid is like solving a giant puzzle. Grid operators must ensure that the right amount of power flows to the right areas when it is needed, and they must do this in a way that minimizes costs without overloading the physical infrastructure. Moreover, this complex problem must be solved iteratively and as…
Opinion: Morgan Krupetsky, VP of On-Chain Finance at Ava Labs Following the passage of the GENIUS Act, the next era of stablecoin use is being driven by a growing constellation of fintechs and neobanks who are integrating stablecoins into their product and service offerings and expanding into areas deemed economically or operationally infeasible with traditional…
