Accounting for cognitive bias in human evaluation of large language models

Accounting for cognitive bias in human evaluation of large language models

Large language models (LLMs) can generate extremely fluent natural-linguistic texts, and move can fool the human mind into neglecting the quality of the content. For example, psychological studies have that very fluent content can pierce as more truthful and useful than fluid content. Preference for Floating Speech is an example of a Cognitive BiasA shortcut … Read more

How the degradation of the task and less LLMs can make AI more affordable

How the degradation of the task and less LLMs can make AI more affordable

The expanding use of generative-IA applications has accomplished the request for accurate, cost-effective large language models (LLMs). LLMS ‘costs vary significantly based on their size, typically measured by the number of parameters: Change to the next smaller size often results in a cost saving of 70% -90%. However, it is not always a viable opportunity … Read more

Lightweight LLM to Conversion of Text to Structured Data

Lightweight LLM to Conversion of Text to Structured Data

One of the most important features of today’s generative models is their ability to take unstructured, partially unstructured or poorly structured input and convert them into structured ones that comply further. Large Language Models (LLMS) can perform this task if you are quick with all schedule specialties and instructions on how to process input. In … Read more

New Amazon Nova-Billed and Video Overlings Models

New Amazon Nova-Billed and Video Overlings Models

Yesterday at the Amazon Web Services’ annual RE: Invent Conference, Amazon CEO Andy Jassy Amazon Nova, a new generation of advanced foundation models providing Frontier Intelligence and Industry-Founding Award performance. The Amazon NOVA models include understanding models of three different sizes for different latency, costs and accuracy needs. We also announced two new generation of … Read more

Model produces pseudocode for security checks in seconds

Model produces pseudocode for security checks in seconds

One of the ways Amazon Web Services (AWS) helps customers stay secure in their cloud is with the AWS Security Hub, which aggregates, organizes, and prioritizes security alerts from AWS services and third-party tools. These alerts are based on security controls – rules that help ensure the services are configured securely and in accordance with … Read more

Understanding the Training Dynamics in Transformers

Understanding the Training Dynamics in Transformers

Most of today’s cutting-edge AI models are based on the transformer architecture, which is characterized by its use of an attention mechanism. In a large language model (LLM), for example, the transformer determines which words in the text string should be given special attention when generating the next word; in a vision language model, it … Read more

Amazon Research Awards recipients announced

Amazon Research Awards recipients announced

Amazon Research Awards (ARA) provides unrestricted funding and AWS Promotional Credits to academic researchers investigating diverse research topics across multiple disciplines. This cycle, ARA received many outstanding research proposals and today publicly announces 10 awardees representing 10 universities. This announcement includes awards funded under three calls for proposals during the Winter 2024 and Spring 2024 … Read more

The 10 most viewed blog posts in 2024

The 10 most viewed blog posts in 2024

Amazon is looking for a passionate, talented and inventive Applied Scientist with a strong machine learning background to help build industry-leading language technology. Our mission is to provide Amazon customers with a delightful experience by pushing the boundaries of Natural Language Processing (NLP), Generative AI, Large Language Model (LLM), Natural Language Understanding (NLU), Machine Learning … Read more

AWS and Box partner to help companies build AI applications

AWS and Box partner to help companies build AI applications

Users of the Box intelligent content management platform can now use Amazon Bedrock to build applications with their data and foundational models, starting with Anthropic’s Claude and Amazon Titan. This capability, which was made generally available Thursday (Oct. 24), is the result of a recently expanded strategic partnership between Box and AWS, the companies said … Read more