CIO

MARCH 14, 2025

Ive spent more than 25 years working with machine learning and automation technology, and agentic AI is clearly a difficult problem to solve. One of the best is a penetration test that checks for ways someone could access a network. Could it work through complex, dynamic branch points, make autonomous decisions and act on them?

Artificial Inteligence 201

Artificial Inteligence Technology eCommerce Compliance 201

CIO

JANUARY 30, 2025

Augmented data management with AI/ML Artificial Intelligence and Machine Learning transform traditional data management paradigms by automating labour-intensive processes and enabling smarter decision-making. With machine learning, these processes can be refined over time and anomalies can be predicted before they arise.

Scalability 169

Scalability Government Trends Artificial Inteligence 169

TechCrunch

DECEMBER 12, 2023

Ensuring that usually entails deploying petri-dish-based microbiological monitoring, hardware and waiting for tests to return from labs. The factories that process our food and beverages (newsflash: no, it doesn’t come straight from a farm) have to be kept very clean, or we’d all get very ill, to be blunt. All rights reserved.

Machine Learning 203

Machine Learning Artificial Inteligence Hardware Testing 203

CIO

APRIL 25, 2025

AI skills broadly include programming languages, database modeling, data analysis and visualization, machine learning (ML), statistics, natural language processing (NLP), generative AI, and AI ethics. As one of the most sought-after skills on the market right now, organizations everywhere are eager to embrace AI as a business tool.

Artificial Inteligence 204

Artificial Inteligence DevOps Virtualization Industry 204

AWS Machine Learning - AI

NOVEMBER 22, 2024

Reduced time and effort in testing and deploying AI workflows with SDK APIs and serverless infrastructure. Prerequisites Before implementing the new capabilities, make sure that you have the following: An AWS account In Amazon Bedrock: Create and test your base prompts for customer service interactions in Prompt Management.

Generative AI 121

Generative AI Artificial Inteligence Knowledge Base AWS 121

AWS Machine Learning - AI

APRIL 22, 2025

Over the past several months, we drove several improvements in intelligent prompt routing based on customer feedback and extensive internal testing. In this blog post, we detail various highlights from our internal testing, how you can get started, and point out some caveats and best practices. v1, Haiku 3.5, Sonnet 3.5 8b, 70b, 3.2

Artificial Inteligence 110

Artificial Inteligence AWS Generative AI Metrics 110

Perficient

DECEMBER 4, 2024

Smart Snippet Model in Coveo The Coveo Machine Learning Smart Snippets model shows users direct answers to their questions on the search results page. Navigate to Recommendations : In the left-hand menu, click “models” under the “Machine Learning” section.

Machine Learning 52

Machine Learning Artificial Inteligence Wireless Software Review 52

InfoQ Culture Methods

DECEMBER 4, 2024

If you have automatic end-to-end tests, you have test architecture, even if you’ve never given it a thought. Test architecture encompasses everything from code to more theoretical concerns like enterprise architecture, but with concrete, immediate consequences. By James Westfall

Architecture 90

Architecture Testing Enterprise Machine Learning 90

AWS Machine Learning - AI

DECEMBER 4, 2024

This a revolutionary new capability within Amazon Bedrock that serves as a centralized hub for discovering, testing, and implementing foundation models (FMs). He works with Amazon.com to design, build, and deploy technology solutions on AWS, and has a particular interest in AI and machine learning. You can find him on LinkedIn.

Artificial Inteligence 105

Artificial Inteligence Microservices Generative AI AWS 105

AWS Machine Learning - AI

APRIL 10, 2025

Solution overview To evaluate the effectiveness of RAG compared to model customization, we designed a comprehensive testing framework using a set of AWS-specific questions. Our study used Amazon Nova Micro and Amazon Nova Lite as baseline FMs and tested their performance across different configurations.

Case Study 122

Case Study Artificial Inteligence Study Generative AI 122

AWS Machine Learning - AI

NOVEMBER 7, 2024

The generative AI playground is a UI provided to tenants where they can run their one-time experiments, chat with several FMs, and manually test capabilities such as guardrails or model evaluation for exploration purposes. Hasan helps design, deploy and scale Generative AI and Machine learning applications on AWS.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

CIO

APRIL 23, 2025

The time-travel functionality of the delta format enables AI systems to access historical data versions for training and testing purposes. The machine learning models would target and solve for one use case, but Gen AI has the capability to learn and address multiple use cases at scale.

Insurance 164

Insurance Artificial Inteligence Data Architecture 164

TechCrunch

MAY 17, 2023

At the core of Union is Flyte , an open source tool for building production-grade workflow automation platforms with a focus on data, machine learning and analytics stacks. But there was always friction between the software engineers and machine learning specialists. ” Image Credits: Union.ai

Artificial Inteligence 246

Artificial Inteligence Machine Learning Open Source Data 246

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. You should always perform your own testing using your own datasets and input/output sequence length. Short-length test 512 input tokens, 256 output tokens.

Artificial Inteligence 103

Artificial Inteligence AWS Machine Learning Load Balancer 103

CIO

APRIL 16, 2025

Automation: Maximizing tools and practices in the delivery environments like IAC, CICD, DevOps, SecOps and Test Automation aligned with the technology and cloud provider stacks and enable sustainable agile delivery. This requires close attention to the detail, auditing/testing, planning and designing upfront.

Technical Review 186

Technical Review Enterprise Strategy Innovation 186

CIO

MARCH 20, 2025

Code Harbor automates current-state assessment, code transformation and optimization, as well as code testing and validation by relying on task-specific, finely tuned AI agents. Accelerating modernization As an example of this transformative potential, EXL demonstrated Code Harbor , its generative AI (genAI)-powered code migration tool.

Artificial Inteligence 139

Artificial Inteligence Enterprise Insurance Artificial Intelligence 139

TechCrunch

JULY 20, 2021

In 2013, I was fortunate to get into artificial intelligence (more specifically, deep learning) six months before it blew up internationally. It started when I took a course on Coursera called “Machine learning with neural networks” by Geoffrey Hinton. It was like being love struck.

Artificial Inteligence 316

Artificial Inteligence Artificial Intelligence Disaster Recovery Machine Learning 316

OTS Solutions

JUNE 3, 2022

At the heart of this shift are AI (Artificial Intelligence), ML (Machine Learning), IoT, and other cloud-based technologies. The intelligence generated via Machine Learning. In addition, pharmaceutical businesses can generate more effective drugs and improve medical research and experimentation using machine learning.

Healthcare 345

Healthcare Artificial Inteligence Trends Artificial Intelligence 345

AWS Machine Learning - AI

DECEMBER 2, 2024

In our tests, we’ve seen substantial improvements in scaling times for generative AI model endpoints across various frameworks. With its growing feature set, TorchServe is a popular choice for deploying and scaling machine learning models among inference customers. The implementation of Container Caching for running Llama3.1

Generative AI 106

Generative AI Artificial Inteligence Machine Learning AWS 106

TechCrunch

NOVEMBER 13, 2020

Here are the top five things that fell into the “learning and exploring” cohort, in ranked order: Blockchain. AI/machine learning. They may have departments internally, or test sites externally, where they know they can conduct pilots. AI/machine learning. Augmented reality/mixed reality.

Technology 337

Technology Enterprise Company Survey 337

AWS Machine Learning - AI

NOVEMBER 1, 2024

The TAT-QA dataset has been divided into train (28,832 rows), dev (3,632 rows), and test (3,572 rows). For the model fine-tuning and performance evaluation, we randomly selected 10,000 examples from the TAT-QA dataset to fine-tune the model, and randomly picked 3,572 records from the remainder of the dataset as testing data.

Artificial Inteligence 97

Artificial Inteligence Generative AI Training Metrics 97

AWS Machine Learning - AI

APRIL 30, 2025

Standard development best practices and effective cloud operating models, like AWS Well-Architected and the AWS Cloud Adoption Framework for Artificial Intelligence, Machine Learning, and Generative AI , are key to enabling teams to spend most of their time on tasks with high business value, rather than on recurrent, manual operations.

Generative AI 67

Generative AI Artificial Inteligence AWS Machine Learning 67

CIO

JANUARY 6, 2025

Wetmur says Morgan Stanley has been using modern data science, AI, and machine learning for years to analyze data and activity, pinpoint risks, and initiate mitigation, noting that teams at the firm have earned patents in this space. I am excited about the potential of generative AI, particularly in the security space, she says.

Generative AI 210

Generative AI Artificial Inteligence Innovation Off-The-Shelf 210

AWS Machine Learning - AI

MARCH 3, 2025

These recipes include a training stack validated by Amazon Web Services (AWS) , which removes the tedious work of experimenting with different model configurations, minimizing the time it takes for iterative evaluation and testing. All of this runs under the SageMaker managed environment, providing optimal resource utilization and security.

Artificial Inteligence 94

Artificial Inteligence Generative AI AWS Training 94

TechCrunch

AUGUST 19, 2021

As tempting as it may be to think of a future where there is a machine learning model for every business process, we do not need to tread that far right now. As tempting as it may be to think of a future where there is a machine learning model for every business process, we do not need to tread that far right now.

Company 314

Company Data Artificial Inteligence Machine Learning 314

Cloudera

NOVEMBER 13, 2024

Build and test training and inference prompts. Fine Tuning Studio ships with powerful prompt templating features, so users can build and test the performance of different prompts to feed into different models and model adapters during training. We can then test the prompt against the dataset to make sure everything is working properly.

Artificial Inteligence 87

Artificial Inteligence Training Machine Learning Performance 87

CIO

NOVEMBER 11, 2024

Kakkar and his IT teams are enlisting automation, machine learning, and AI to facilitate the transformation, which will require significant innovation, especially at the edge. Kakkar’s litmus test for pursuing a project depends on whether it has a clear purpose, goal, and measurable objectives.

Construction 165

Construction USP IoT Artificial Inteligence 165

CIO

OCTOBER 30, 2024

Regularly test your site under simulated high-traffic conditions to identify potential weak points and set up alerts for increases in load times, especially on key pages like product and checkout pages. Use A/B testing to identify and eliminate friction points in the mobile user journey.

Software Review 172

Software Review Mobile Metrics Testing 172

AWS Machine Learning - AI

NOVEMBER 14, 2024

If an image is uploaded, it is stored in Amazon Simple Storage Service (Amazon S3) , and a custom AWS Lambda function will use a machine learning model deployed on Amazon SageMaker to analyze the image to extract a list of place names and the similarity score of each place name.

Artificial Inteligence 111

Artificial Inteligence Generative AI Travel AWS 111

AWS Machine Learning - AI

APRIL 1, 2025

These can include single or multiple action groups, with each group having access to multiple MCP clients or AWS Lambda As an option, you can configure your agent to use Code Interpreter to generate, run, and test code for your application. A developer productivity assistant agent that integrates with Slack and GitHub MCP servers.

Generative AI 134

Generative AI AWS Artificial Inteligence Software Review 134

CIO

MARCH 18, 2025

Post-training is a set of processes and techniques for refining and optimizing a machine learning model after its initial training on a dataset. Nvidia said members of the Nvidia Developer Program can access them for free for development, testing, and research.

Artificial Inteligence 139

Artificial Inteligence Microservices Data Center Azure 139

Crunchbase News

OCTOBER 30, 2024

However, that alone is not enough to guarantee a company will endure the test of time. Prior to that, she was a deal lead in Square ’s M&A team leading acquisitions at the intersection of software and machine learning. Illustration: Dom Guzman Mayfield Fund is an investor in Crunchbase. For more, head here.

Artificial Inteligence 121

Artificial Inteligence Artificial Intelligence Machine Learning Marketing 121

AWS Machine Learning - AI

APRIL 10, 2025

To test Pixtral Large on the Amazon Bedrock console, choose Text or Chat under Playgrounds in the navigation pane. This example tests the models ability to generate PostgreSQL-compatible SQL CREATE TABLE statements for creating entities and their relationships. Lets test it with an organization structure.

Generative AI 104

Generative AI AWS Technical Review Artificial Inteligence 104

AWS Machine Learning - AI

DECEMBER 6, 2024

You can try these models with SageMaker JumpStart, a machine learning (ML) hub that provides access to algorithms and models that can be deployed with one click for running inference. You can test the endpoint by passing a sample inference request payload or by selecting the testing option using the SDK. Earth years.

Artificial Inteligence 104

Artificial Inteligence AWS Generative AI Training 104

Xebia

DECEMBER 26, 2024

Its user-friendly, collaborative platform simplifies building data pipelines and machine learning models. Data workers can deploy their resources to a development workspace to test their application. After testing, you can integrate your bundle to a CI/CD pipeline to make deployment to a production environment.

Resources 130

Resources Testing Infrastructure Applications 130

TechCrunch

APRIL 20, 2023

“The idea is to create a fictional version of a real dataset that can be used safely for a variety of purposes including safeguarding confidential data, reducing bias and also improving machine learning models,” he said. Programmatic synthetic data helps developers in many ways.

Data 262

Data Machine Learning Artificial Inteligence Blockchain 262

AWS Machine Learning - AI

APRIL 9, 2025

Careful model selection, fine-tuning, configuration, and testing might be necessary to balance the impact of latency and cost with the desired classification accuracy. Follow the deployment steps in the GitHub repo to create the necessary infrastructure for LLM-assisted routing and run tests to generate responses.

Artificial Inteligence 128

Artificial Inteligence Generative AI AWS Applications 128