Agile Engine

APRIL 15, 2024

Open-source large language models (LLMs) have improved significantly in the past twelve months in terms of performance, developer experience, and community support. Let’s explore what advantages can make open-source LLMs a viable solution for your company in 2024. That’s where open-source LLMs come into play.

Open Source 97

Open Source Artificial Inteligence Weak Development Team Compliance 97

AWS Machine Learning - AI

NOVEMBER 15, 2024

The solution had to adhere to compliance, privacy, and ethics regulations and brand standards and use existing compliance-approved responses without additional summarization. It was important for Principal to maintain fine-grained access controls and make sure all data and sources remained secure within its environment.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

AWS Machine Learning - AI

MARCH 13, 2025

When customers receive incoming calls at their call centers, MaestroQA employs its proprietary transcription technology, built by enhancing open source transcription models, to transcribe the conversations. MaestroQA integrated Amazon Bedrock into their existing architecture using Amazon Elastic Container Service (Amazon ECS).

Generative AI 113

Generative AI CTO Coach AWS Artificial Inteligence 113

CIO

FEBRUARY 18, 2025

But in many cases, the prospect of migrating to modern cloud native, open source languages 1 seems even worse. Greater integration and scalability: This modular architecture distributes tasks across multiple agents working in parallel, so Code Harbor can perform more work in less time.

Software Review 78

Software Review Artificial Inteligence Government Data 78

Palo Alto Networks

OCTOBER 22, 2024

According to the Unit 42 Cloud Threat Report : The rate of cloud migration shows no sign of slowing down—from $370 billion in 2021, with predictions to reach $830 billion in 2025—with many cloud-native applications and architectures already having had time to mature. Maintain compliance with industry regulations.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

Perficient

FEBRUARY 13, 2025

I want to understand more about the architecture from a Databricks perspective and I was able to find out some information from the Introducing SAP Databricks post on the internal Databricks blog page. Open Source Sharing The promise of SAP Databricks is the ability to easily combine SAP data with the rest of the enterprise data.

Government 64

Government Open Source Artificial Inteligence Machine Learning 64

CIO

FEBRUARY 25, 2025

Unlike a single product or vendor-driven solution, private AI is an architectural strategya way of thinkingthat brings substantial advantages in cost, control, and flexibility. Moving it to the cloud may raise privacy, compliance, and even security concerns. Why is this approach valuable?

Artificial Inteligence 78

Artificial Inteligence Artificial Intelligence Hardware Cloud 78

Cloudera

SEPTEMBER 9, 2022

The promise of a modern data lakehouse architecture. This is the promise of the modern data lakehouse architecture. We’re bringing in new data sets in real time, from more diverse sources than ever before. Iceberg is a next-generation, cloud-native table format designed to be open and scalable to petabyte datasets.

Architecture 102

Architecture Innovation Data Open Source 102

AWS Machine Learning - AI

APRIL 1, 2025

Were excited to announce the open source release of AWS MCP Servers for code assistants a suite of specialized Model Context Protocol (MCP) servers that bring Amazon Web Services (AWS) best practices directly to your development workflow. Developers need code assistants that understand the nuances of AWS services and best practices.

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AWS Software Review Knowledge Base Artificial Inteligence 119

Cloudera

OCTOBER 7, 2021

Within the context of a data mesh architecture, I will present industry settings / use cases where the particular architecture is relevant and highlight the business value that it delivers against business and technology areas. Introduction to the Data Mesh Architecture and its Required Capabilities.

Architecture 124

Architecture Data Security Technical Review 124

CIO

MAY 12, 2022

Open Source. Alteryx open source options available. Open source core. Open source core. Supports larger data management architecture; modular options available. Free trials and open source options are available. Top predictive analytics tools compared. Highlights.

Analytics 206

Analytics Tools Artificial Inteligence Open Source 206

AWS Machine Learning - AI

APRIL 29, 2025

In this post, we explore how AWS services can be seamlessly integrated with open source tools to help establish a robust red teaming mechanism within your organization. LangFuse , an open source tool, plays a key role in providing transparency by keeping an audit trail of model decisions.

Generative AI 73

Generative AI Weak Development Team AWS Artificial Inteligence 73

CIO

FEBRUARY 3, 2023

Top RPA tools RPA tools have grown to be parts of larger ecosystems that map out and manage the enterprise computing architecture. AI routines can also help look for patterns that may speed up the bots in the future. These systems can manage the various APIs and services while also helping the data flow with extra bots.

Tools 218

Tools Open Source Lambda Weak Development Team 218

Cloudera

AUGUST 1, 2024

The survey, ‘ The State of Enterprise AI and Modern Data Architecture ’ uncovered the challenges and barriers that exist with AI adoption, current enterprise AI deployment plans, and the state of data infrastructures and data management. While every business has adopted some form of data architecture, the types they use vary widely.

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Survey Architecture Enterprise Data 82

AWS Machine Learning - AI

JANUARY 29, 2025

In this post, we evaluate different generative AI operating model architectures that could be adopted. While LOBs drive their AI use cases, the central team governs guardrails, model risk management, data privacy, and compliance posture. The following diagram shows the architecture of the decentralized operating model.

Generative AI 94

Generative AI Organization Enterprise Artificial Inteligence 94

AWS Machine Learning - AI

NOVEMBER 7, 2024

You can also bring your own customized models and deploy them to Amazon Bedrock for supported architectures. A centralized service that exposes APIs for common prompt-chaining architectures to your tenants can accelerate development. As a result, building such a solution is often a significant undertaking for IT teams.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

AWS Machine Learning - AI

APRIL 30, 2025

Typical examples include enhancing customer experience, optimizing operations, maintaining compliance with legal standards, improving level of services, or increasing employee productivity. We love open source, and we feel it will play an important role in the evolution of generative AI, Rob Francis, Chief Technology Officer of Booking.com.

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Generative AI Artificial Inteligence AWS Machine Learning 67

CIO

SEPTEMBER 25, 2024

Companies typically start with either a commercial or open-source model and then fine-tune it on their own data to improve accuracy, avoiding the need to create their own foundation model from scratch. Instead, they use a commercially available or an open-source one, and then customize or fine-tune it for their own needs.

Artificial Inteligence 214

Artificial Inteligence Open Source Training Software Review 214

AWS Machine Learning - AI

APRIL 16, 2025

A solution for this is provided by an open source software tool called LoRAX that provides weight-swapping mechanisms for inference toward serving multiple variants of a base FM. The following diagram is the solution architecture. For larger models and more adapters, you might need to increase this value accordingly.

Artificial Inteligence 97

Artificial Inteligence Generative AI AWS Storage 97

CIO

FEBRUARY 28, 2024

When a company wants to fine-tune a model or create a new one in a particular subject area, it requires data architecture, critical choices about which model or type of model to pursue, and more. “It What you have to do as a CIO is take an architectural approach and invest in a common platform.” This is imperative for us to do.”

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Artificial Inteligence Technical Review Fractional CTO Generative AI 197

Mentormate

FEBRUARY 12, 2024

In a world dominated by headlines featuring proprietary models, open-source Large Language Models (LLMs) revolutionize industries and democratize AI access In this blog post, we delve into this unfolding narrative, demonstrating the potential of open-source LLMs and their role in shaping the future of AI-driven success.

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Open Source Artificial Inteligence Machine Learning Education 52

TechCrunch

APRIL 5, 2022

“Knowledge graphs are the ideal architectural foundation for data catalogs, delivering value unattainable by relational and traditional graph datastores [and] bridging the gap between how data consumers understand their business world and how the company stores its data,” Hurt said. ” Growth into the future.

Enterprise 249

Enterprise Organization Data Government 249

CIO

AUGUST 16, 2023

Companies are looking at Google’s Bard, Anthropic’s Claude, Databricks’ Dolly, Amazon’s Titan, or IBM’s WatsonX, but also open source AI models like Llama 2 from Meta. Open source models are also getting easier to deploy. We feel that every hyperscaler will have open source generative AI models quickly.”

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Artificial Inteligence Generative AI Open Source ChatGPT 148

AWS Machine Learning - AI

MARCH 3, 2025

Unlike many open source alternatives, Pixtral 12B achieves strong results in text-based benchmarkssuch as instruction following, coding, and mathematical reasoningwithout sacrificing its proficiency in multimodal tasks. Mistral developed a novel architecture for Pixtral 12B, optimized for both computational efficiency and performance.

Insurance 104

Insurance AWS eCommerce Software Review 104

CIO

DECEMBER 14, 2023

John Marcante, US CIO in residence at Deloitte and former global CIO at Vanguard, stresses the importance of selecting an architecture that does not rely on vendors’ most proprietary services. Many companies have multiple cloud providers and understand the nuances of developing in multiple cloud environments.

Cloud 197

Cloud Generative AI Survey Data Center 197

CTOvision

JUNE 3, 2014

One is Intel corporation started a deep focus on enhanced security, including creating an open source community activity that leveraged smart design that could leverage Intel Data Protection Technology with AES-NI ( Project Rhino ) in 2013. Then some very positive things started happening.

Big Data 108

Big Data Open Source Weak Development Team Compliance 108

CIO

DECEMBER 20, 2023

Compliance with best practices: AI can verify compliance with coding best practices and recommend optimizations to enhance performance. As human error is one of the most time-intensive parts of the development cycle, Generative AI allows fewer feedback loops.

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Generative AI Software Review Technical Review Weak Development Team 193

CIO

NOVEMBER 16, 2022

Transforming and modernizing software are key priorities for global organizations and critical to achieving the highest level of security and compliance. And by developing, adopting and promoting Open Source technologies Google Cloud ensures the neutrality of cloud and helps safeguard investments.

Google Cloud 158

Google Cloud Software Cloud Automotive 158

O'Reilly Media - Data

JULY 23, 2018

The rise of deep learning has made this even more pronounced, as many modern neural network architectures rely on very large amounts of training data. Model serving and management at scale using open-source tools. Ethics and compliance are areas of interest to many in the data community. Model lifecycle management".

Machine Learning 182

Machine Learning Artificial Inteligence How To Case Study 182

Mobilunity

DECEMBER 26, 2024

This guide is designed to streamline the Amazon Web Services migration procedure by offering a comprehensive checklist that addresses major challenges and resolves frequent issues like data integrity, compliance, and cost control. Ensure security compliance Tackle compliance requirements that are specific to the industry, like GDPR or HIPAA.

AWS 52

AWS Cloud Weak Development Team DevOps 52

Perficient

JANUARY 27, 2023

Enabling compliance with security and regulatory standards by supplying visibility into the security of software systems and ensuring that they meet relevant requirements. The tools in the suite are designed to help organizations improve the quality, security, and compliance of their software systems.

Tools 111

Tools Software Review Open Source SDLC 111

AWS Machine Learning - AI

MARCH 11, 2025

DeepSeek-R1 uses a Mixture of Experts (MoE) architecture and is 671 billion parameters in size. The MoE architecture allows activation of 37 billion parameters, enabling efficient inference by routing queries to the most relevant expert clusters. By default, the model runs in a shared AWS managed VPC with internet access.

Artificial Inteligence 75

Artificial Inteligence AWS Generative AI Metrics 75

AWS Machine Learning - AI

MARCH 13, 2025

Model Variants The current DeepSeek model collection consists of the following models: DeepSeek-V3 An LLM that uses a Mixture-of-Experts (MoE) architecture. These models retain their existing architecture while gaining additional reasoning capabilities through a distillation process. deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B

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Artificial Inteligence AWS Machine Learning Load Balancer 103

John Snow Labs

APRIL 14, 2025

Effective deidentification ensures compliance with privacy laws while enabling valuable insights to be drawn from real-world data especially in healthcare, where access to clinical text can drive innovation in patient care and medical research. Tools Compared What is PII-Redact?

Artificial Inteligence 52

Artificial Inteligence Open Source Tools Healthcare 52

CIO

AUGUST 18, 2022

Using Apache Ignite technology from GridGain, Wiesenfeld created an in-memory computing architecture. Starburst takes a mesh approach, leveraging open-source Trino technology in Starburst Enterprise to improve access to distributed data. Now users can write their own scripts and run them over the data,” he explains. .

Data 210

Data Technical Advisors Technical Review Artificial Inteligence 210

CIO

AUGUST 14, 2024

Good data hygiene, and information architecture has always been a problem,” Wong says. Enterprises with strong experience in open source may look to open foundation models as an option to reduce costs, but Curran cautions against equating open weight models with the more familiar open source ecosystem.

Enterprise 204

Enterprise Azure ChatGPT Open Source 204

AWS Machine Learning - AI

MARCH 20, 2025

Asure , a company of over 600 employees, is a leading provider of cloud-based workforce management solutions designed to help small and midsized businesses streamline payroll and human resources (HR) operations and ensure compliance. This is powered by the web app portion of the architecture diagram (provided in the next section).

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Generative AI Artificial Inteligence Metrics AWS 87