CIO

DECEMBER 3, 2024

Samsung, in particular, is in a bind as it has struggled to gain a foothold in AI and now has to give up one of its largest markets in China,” said Park, referring to the significant share of Samsung’s HBM chip sales generated in the Chinese market.

Tools 182

Tools Research Technology Industry 182

CIO

JANUARY 3, 2025

These changes can cause many more unexpected performance and availability issues. IT leaders are looking for good AI content that their employees can reference, plus opportunities for employees to develop AI skills. At the same time, the scale of observability data generated from multiple tools exceeds human capacity to manage.

Organization 159

Organization Artificial Inteligence Artificial Intelligence DevOps 159

AWS Machine Learning - AI

NOVEMBER 1, 2024

This process involves updating the model’s weights to improve its performance on targeted applications. The result is a significant improvement in task-specific performance, while potentially reducing costs and latency. However, achieving optimal performance with fine-tuning requires effort and adherence to best practices.

Artificial Inteligence 95

Artificial Inteligence Generative AI Training Metrics 95

CIO

DECEMBER 4, 2024

And to ensure a strong bench of leaders, Neudesic makes a conscious effort to identify high performers and give them hands-on leadership training through coaching and by exposing them to cross-functional teams and projects. “But for practical learning of the same technologies, we rely on the internal learning academy we’ve established.”

Recruiting 203

Recruiting Artificial Inteligence Programming Technology 203

CIO

NOVEMBER 25, 2024

The term “ghost work,” popularized by researchers Mary Gray and Siddartha Suri in 2019 , refers to work performed remotely in the digital space, such as content marketing or proofreading, without formal employment status.

Recruiting 174

Recruiting Technical Review Artificial Inteligence Advertising 174

AWS Machine Learning - AI

OCTOBER 31, 2024

If you don’t have an AWS account, refer to How do I create and activate a new Amazon Web Services account? If you don’t have an existing knowledge base, refer to Create an Amazon Bedrock knowledge base. Performance optimization The serverless architecture used in this post provides a scalable solution out of the box.

Generative AI 122

Generative AI Lambda Applications AWS 122

CIO

DECEMBER 11, 2024

An abundance of choice In the most general definition, open source here refers to the code thats available, and that the model can be modified and used for free in a variety of contexts. Agus Huerta, SVP of digital innovation and VP of technology at Globant, says hes seen better performance on code generation using Llama 3 than ChatGPT.

Open Source 173

Open Source Artificial Inteligence Technical Review Software Review 173

AWS Machine Learning - AI

OCTOBER 29, 2024

Refer to Supported Regions and models for batch inference for current supporting AWS Regions and models. For instructions on how to start your Amazon Bedrock batch inference job, refer to Enhance call center efficiency using batch inference for transcript summarization with Amazon Bedrock.

Scalability 123

Scalability Lambda Generative AI AWS 123

N2Growth Blog

NOVEMBER 5, 2024

However, in today’s dynamic markets, past performance alone is no longer a reliable predictor of future success. What previously was referred to as soft skills are becoming core skills and are increasingly seen as necessary in navigating uncertain markets and leading teams through periods of intense growth.

Development Team Review 152

Development Team Review Metrics Weak Development Team Leadership 152

Hacker Earth Developers Blog

DECEMBER 17, 2024

However, some top-performing companies manage to fill positions in as little as 14 days, especially when leveraging automated screening tools and skill-based assessments. It evaluates how well new employees perform in their roles and how they contribute to the organization.

Recruiting 130

Recruiting Metrics Technical Review Software Review 130

AWS Machine Learning - AI

NOVEMBER 7, 2024

The agents also automatically call APIs to perform actions and access knowledge bases to provide additional information. Effective agent instructions are crucial for optimizing the performance of AI-powered assistants. For more information, refer to the PowerTools documentation on Amazon Bedrock Agents.

Lambda 127

Lambda Enterprise Automotive Knowledge Base 127

AWS Machine Learning - AI

MARCH 11, 2025

A recent evaluation conducted by FloTorch compared the performance of Amazon Nova models with OpenAIs GPT-4o. Amazon Nova is a new generation of state-of-the-art foundation models (FMs) that deliver frontier intelligence and industry-leading price-performance. Hemant Joshi, CTO, FloTorch.ai Each provisioned node was r7g.4xlarge,

Artificial Inteligence 93

Artificial Inteligence Knowledge Base Comparison Generative AI 93

AWS Machine Learning - AI

NOVEMBER 14, 2024

In this post, we explore advanced prompt engineering techniques that can enhance the performance of these models and facilitate the creation of compelling imagery through text-to-image transformations. Large Medium – This refers to the material or technique used in creating the artwork. A photo of a (red:1.2)

Engineering 113

Engineering AWS 3D Generative AI 113

AWS Machine Learning - AI

NOVEMBER 20, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Artificial Inteligence 115

Artificial Inteligence Applications Knowledge Base Generative AI 115

Apiumhub

NOVEMBER 6, 2024

In Agile environments, maintaining focus is crucial to achieving optimal performance, especially in complex tasks like software development. Whether in physical activity or intellectual work, there is a strong correlation between the right level of arousal and optimal performance. References Robert M. Yerkes & John D.

Weak Development Team 103

Weak Development Team Agile Meeting SCRUM 103

AWS Machine Learning - AI

NOVEMBER 7, 2024

Shared components refer to the functionality and features shared by all tenants. If it leads to better performance, your existing default prompt in the application is overridden with the new one. Refer to Perform AI prompt-chaining with Amazon Bedrock for more details. This logic sits in a hybrid search component.

Generative AI 111

Generative AI AWS Enterprise Artificial Inteligence 111

AWS Machine Learning - AI

NOVEMBER 22, 2024

Building applications from individual components that each perform a discrete function helps you scale more easily and change applications more quickly. Inline mapping The inline map functionality allows you to perform parallel processing of array elements within a single Step Functions state machine execution.

Generative AI 89

Generative AI AWS Technical Review Backup 89

AWS Machine Learning - AI

DECEMBER 3, 2024

Digital experience interruptions can harm customer satisfaction and business performance across industries. NR AI responds by analyzing current performance data and comparing it to historical trends and best practices. This report provides clear, actionable recommendations and includes real-time application performance insights.

Technical Review 104

Technical Review AWS eCommerce Systems Review 104

AWS Machine Learning - AI

DECEMBER 23, 2024

Proving that graphs are more accurate To substantiate the accuracy improvements of graph-enhanced RAG, Lettria conducted a series of benchmarks comparing their GraphRAG solutiona hybrid RAG using both vector and graph storeswith a baseline vector-only RAG reference.

Generative AI 128

Generative AI Artificial Inteligence AWS Knowledge Base 128

AWS Machine Learning - AI

OCTOBER 29, 2024

Observability refers to the ability to understand the internal state and behavior of a system by analyzing its outputs, logs, and metrics. For a detailed breakdown of the features and implementation specifics, refer to the comprehensive documentation in the GitHub repository.

Generative AI 110

Generative AI Applications AWS Knowledge Base 110

AWS Machine Learning - AI

MARCH 13, 2025

The following figure illustrates the performance of DeepSeek-R1 compared to other state-of-the-art models on standard benchmark tests, such as MATH-500 , MMLU , and more. To learn more about Hugging Face TGI support on Amazon SageMaker AI, refer to this announcement post and this documentation on deploy models to Amazon SageMaker AI.

Artificial Inteligence 75

Artificial Inteligence AWS Machine Learning Load Balancer 75

AWS Machine Learning - AI

JANUARY 22, 2025

Security and compliance regulations require that security teams audit the actions performed by systems administrators using privileged credentials. Video recordings cant be easily parsed like log files, requiring security team members to playback the recordings to review the actions performed in them.

Generative AI 109

Generative AI Video Analysis Technical Review 109

Perficient

DECEMBER 31, 2024

However, improper memory handling can lead to memory leaks, causing your application to consume more memory than necessary and eventually degrade in performance. Monitor Performance Record memory usage using the Performance tab to detect increasing trends. What are Memory Leaks? Happy coding!

How To 52

How To UI/UX Performance Software Development 52

AWS Machine Learning - AI

JANUARY 13, 2025

For more on MuleSofts journey to cloud computing, refer to Why a Cloud Operating Model? The following diagram shows the reference architecture for various personas, including developers, support engineers, DevOps, and FinOps to connect with internal databases and the web using Amazon Q Business.

Generative AI 102

Generative AI AWS Innovation Knowledge Base 102

AWS Machine Learning - AI

NOVEMBER 13, 2024

Authentication is performed against the Amazon Cognito user pool. For more details about the authentication and authorization flows, refer to Accessing AWS services using an identity pool after sign-in. For additional details, refer to Creating a new user in the AWS Management Console.

Generative AI 129

Generative AI AWS Lambda Authentication 129

TechCrunch

FEBRUARY 21, 2023

” “[Foundry allows] inference at scale with full control over the model configuration and performance profile,” the documentation reads. The context window refers to the text that the model considers before generating additional text; longer context windows allow the model to “remember” more text essentially.)

ChatGPT 262

ChatGPT Artificial Inteligence Windows Azure 262

AWS Machine Learning - AI

NOVEMBER 12, 2024

You may check out additional reference notebooks on aws-samples for how to use Meta’s Llama models hosted on Amazon Bedrock. I will supply multiple instances with features and the corresponding label for reference. High five-year return**: Funds with higher fiveyearreturncur indicate better performance over the past 5 years.

Generative AI 107

Generative AI Artificial Inteligence Industry Analysis 107

AWS Machine Learning - AI

MARCH 3, 2025

To achieve optimal performance for specific use cases, customers are adopting and adapting these FMs to their unique domain requirements. This often forces companies to choose between model performance and practical implementation constraints, creating a critical need for more accessible and streamlined model customization solutions.

Artificial Inteligence 87

Artificial Inteligence Generative AI AWS Training 87

xmatters

JANUARY 7, 2025

Types of Workflows Types of workflows refer to the method or structure of task execution, while categories of workflows refer to the purpose or context in which they are used. Define the order in which tasks are performed. Manual Workflows: These are processes that require human intervention at each step.

Software Review 98

Software Review Technical Review DevOps Systems Review 98

TechCrunch

APRIL 6, 2023

.” Anthropic describes the frontier model as a “next-gen algorithm for AI self-teaching,” making reference to an AI training technique it developed called “constitutional AI.” “These models could begin to automate large portions of the economy,” the pitch deck reads.

Artificial Inteligence 294

Artificial Inteligence Research Analysis Google Cloud 294

TechCrunch

AUGUST 26, 2021

Alex Tabor, Paul Ascher and Juan Pascual met each other on the engineering team of Peixe Urbano, a company Tabor co-founded and he referred to as a “Groupon for Brazil.” Tuna is on a mission to “fine tune” the payments space in Latin America and has raised two seed rounds totaling $3 million, led by Canary and by Atlantico.

Technical Review 319

Technical Review Software Review Banking Fashion 319

TechEmpower CTO

OCTOBER 9, 2023

One of the most compelling features of LLM-driven search is its ability to perform "fuzzy" searches as opposed to the rigid keyword match approach of traditional systems. Structured Data refers to information organized in a defined manner, making it easier to search and analyze.

Generative AI 346

Generative AI Artificial Inteligence How To Systems Review 346

AWS Machine Learning - AI

OCTOBER 16, 2024

For some content, additional screening is performed to generate subtitles and captions. The evaluation focused on two key factors: price-performance and transcription quality. To evaluate the metadata quality, the team used reference-free LLM metrics, inspired by LangSmith.

Media 116

Media Video Artificial Inteligence Generative AI 116

CIO

JUNE 27, 2024

It arrives alongside the announcement of SAP’s Open Reference Architecture project as part of the EU’s IPCEI-CIS initiative. Organizations are choosing these platforms based on effective cost, performance, and scalability.”

Open Source 191

Open Source Architecture Linux Exercises 191

AWS Machine Learning - AI

MARCH 5, 2025

Ground truth data in AI refers to data that is known to be factual, representing the expected use case outcome for the system being modeled. These benchmarks are essential for tracking performance drift over time and for statistically comparing multiple assistants in accomplishing the same task.

Generative AI 75

Generative AI Systems Review Software Review Artificial Inteligence 75

O'Reilly Media - Ideas

FEBRUARY 4, 2025

The first programmers connected physical circuits to perform each calculation. It lets a programmer use a human-like language to tell the computer to move data to locations in memory and perform calculations on it. Theres a lot of chatter in the media that software developers will soon lose their jobs to AI. I dont buy it.

Programming 145

Programming Software Review Technical Review CTO 145

AWS Machine Learning - AI

MARCH 3, 2025

Overview of Pixtral 12B Pixtral 12B, Mistrals inaugural VLM, delivers robust performance across a range of benchmarks, surpassing other open models and rivaling larger counterparts, according to Mistrals evaluation. Mistral developed a novel architecture for Pixtral 12B, optimized for both computational efficiency and performance.

Insurance 89

Insurance AWS eCommerce Software Review 89