Network World

FEBRUARY 18, 2025

For example, the open-source AI model from Chinese company DeepSeek seems to have shown that an LLM can produce very high-quality results at a very low cost with some clever architectural changes to how the models work. His projections account for recent advances in AI and data center efficiency, he says.

Data Center 387

Data Center Data Network Budget 387

CIO Business Intelligence

MARCH 17, 2025

This change affects the entire IT architectural stack and impacts everything youre currently doing from business transformation to digital transformation and more. To future-proof your IT stack, youll also want to consider the role open source will play within the stack, as well as emerging technologies such as quantum computing.

Government 256

Government Policies Open Source Agile 256

CTOvision

DECEMBER 28, 2015

We know you, dear readers, have been tracking the megatrend of artificial intelligence. This part of the market is very likely going to take off, since open source platforms and open cloud API's and services like Prediction.io is a service with easy to use, open templates for a variety of advanced AI workloads.

Artificial Intelligence 150

Artificial Intelligence Tools Open Source Web Services 150

CIO Business Intelligence

MARCH 31, 2025

Sovereign AI refers to a national or regional effort to develop and control artificial intelligence (AI) systems, independent of the large non-EU foreign private tech platforms that currently dominate the field. Ensuring that AI systems are transparent, accountable, and aligned with national laws is a key priority.

Vmware 195

Vmware Open Source Hardware Training 195

CIO Business Intelligence

DECEMBER 30, 2024

Weve also seen the emergence of agentic AI, multi-modal AI, reasoning AI, and open-source AI projects that rival those of the biggest commercial vendors. Agents can be more loosely coupled than services, making these architectures more flexible, resilient and smart. Now, it will evolve again, says Malhotra.

CTO Hire 354

CTO Hire Software Development Software Software 354

CIO Business Intelligence

FEBRUARY 18, 2025

But in many cases, the prospect of migrating to modern cloud native, open source languages 1 seems even worse. Artificial intelligence (AI) tools have emerged to help, but many businesses fear they will expose their intellectual property, hallucinate errors or fail on large codebases because of their prompt limits.

Government 130

Government Data Open Source Banking 130

CIO Business Intelligence

JANUARY 30, 2025

Chinese AI startup DeepSeek made a big splash last week when it unveiled an open-source version of its reasoning model, DeepSeek-R1, claiming performance superior to OpenAIs o1 generative pre-trained transformer (GPT). But Gartner researchers said the DeepSeek model doesnt represent a new model paradigm.

Training 293

Training Research Architecture Hardware 293

CIO Business Intelligence

MARCH 19, 2025

It also underscores how the scale of AI models is no longer the sole factor determining intelligence. Lastly, open-source AI models are simply becoming more competitive. First, it has shifted industry focus, from merely increasing computing power to optimizing its use.

Industry 130

Industry Open Source Chemicals Artificial Intelligence 130

CIO Business Intelligence

MAY 12, 2022

Predictive analytics tools blend artificial intelligence and business reporting. Open Source. Alteryx open source options available. Open source core. Open source core. Supports larger data management architecture; modular options available. Highlights. Deployment.

Tools 344

Tools Open Source SAP IBM 344

CIO Business Intelligence

FEBRUARY 18, 2025

What is different about artificial intelligence (AI) aside from the fact it that has completely absorbed our collective conscience and attention seemingly overnight is how impactful it will be to efficient business operations and business value. This time however, its different.

Enterprise 226

Enterprise Enterprise Data Artificial Intelligence 226

CIO Business Intelligence

SEPTEMBER 19, 2024

The challenge is that these architectures are convoluted, requiring multiple models, advanced RAG [retrieval augmented generation] stacks, advanced data architectures, and specialized expertise.” The company isn’t building its own discrete AI models but is instead harnessing the power of these open-source AIs.

Open Source 345

Open Source Fractional CTO Architecture Video 345

Dataconomy

MARCH 26, 2025

Part of the secret lies in DeepSeeks mixture-of-experts (MoE) architecture , which intelligently activates only a fraction of its total parameters for any given task. Open source: The great differentiator DeepSeeks success cant be divorced from the bigger conversation around Chinese AI companies embracing open-source licensing.

Open Source 50

Open Source Data Center Licensing Research 50

CIO Business Intelligence

MARCH 12, 2025

The open-source system is available in practically every public cloud, and most local cloud providers also offer Kubernetes. Terraform Terraform, an open-source tool for Infrastructure as Code (IaC), is recommended for building an infrastructure for application environments. Microsoft Azure.

Cloud 179

Cloud Applications Web Services Open Source 179

Network World

APRIL 2, 2025

At the Open Networking & Edge Summit in London, which is co-located with the Kubecon conference, LF Networking detailed an ambitious strategic roadmap that emphasizes the convergence of open source, artificial intelligence, and cloud-native technologies as the foundation for next-generation networking infrastructure.

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CIO Business Intelligence

OCTOBER 1, 2024

This reimposed the need for cybersecurity leveraging artificial intelligence to generate stronger weapons for defending the ever-under-attack walls of digital systems. Automated application scanning tools Again, a wide set of pen testing tools fall under this umbrella (both open source and commercial).

Artificial Intelligence 323

Artificial Intelligence Applications Tools Engineering 323

CIO Business Intelligence

OCTOBER 2, 2024

But with today’s IT world being completely rewritten by generative artificial intelligence (genAI), the deal illustrates a new IT reality. Llama is an open source offering from Meta. And a couple of years ago, that would have been fair. Given that Accenture has been a Nvidia partner for years, why is this a big deal?

Strategy 337

Strategy Open Source Enterprise Enterprise 337

GeekWire

NOVEMBER 5, 2024

Pictures) Some say artificial intelligence will be humanity’s greatest helper. But Oren Etzioni , the founder of TrueMedia.org and the former CEO of the Seattle-based Allen Institute for Artificial Intelligence, says it’s not so far-fetched. “If Intelligence is about doing, while consciousness is about being.”

Artificial Intelligence 109

Artificial Intelligence Architecture Open Source Exercises 109

CIO Business Intelligence

MAY 9, 2024

With Saab moving as a company toward being software-driven, where software is at the core of almost all services and products, Eriksson knows why it’s critical to analyze how to effectively use a range of available technologies, such as open source and AI. There are requirements for architecture and integration.”

Cloud 246

Cloud Agile Artificial Intelligence Architecture 246

CIO Business Intelligence

DECEMBER 10, 2024

Companies in various industries are now relying on artificial intelligence (AI) to work more efficiently and develop new, innovative products and business models. KAWAII KAWAII stands for Knowledge Assistant for Wiki with Artificial Intelligence and Interaction. A detailed view of the KAWAII architecture.

Company 245

Company Artificial Intelligence Open Source Development 245

CIO Business Intelligence

MARCH 24, 2022

The second is to host mobile applications, containers, and artificial intelligence (AI) applications — what Sonnenstein calls “acting as a full-fledged member of the modern universe.”. Z upgrades and open source. But hardware alone will not guarantee the future of IBM’s mainframe architecture.

IBM 360

IBM Banking Linux Open Source 360

CIO Business Intelligence

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.

Open Source 358

Open Source Training Examples Enterprise 358

CIO Business Intelligence

AUGUST 30, 2024

As you pursue such initiatives, you can leverage the shift to more efficient processors and hardware and smaller, open-source models running on edge devices. Business and regulatory requirements will also influence which platforms and architecture you pick.

Data 306

Data Dell Open Source Applications 306

CIO Business Intelligence

FEBRUARY 7, 2024

Of course, these technologies must integrate back into the larger architecture, but the IT team can help them with that.” We released a couple of options for our employees to experiment with, one commercial LLM service and one that’s open source.” I believe your employees can experiment regardless of your architecture,” he says.

Architecture 263

Architecture Engineering Artificial Intelligence Tools 263

CIO Business Intelligence

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. S&P Global Market Intelligence is looking at them all. “We

Open Source 246

Open Source Training Licensing Enterprise 246

CIO Business Intelligence

JANUARY 24, 2024

Deep learning AI: A rising workhorse Deep learning AI uses the same neural network architecture as generative AI, but can’t understand context, write poems or create drawings. Fortunately, most organizations can build on publicly available proprietary or open-source models. Great for: Turning prompts into new material.

Dell 281

Dell Intel Open Source Hardware 281

CIO Business Intelligence

JANUARY 31, 2024

Use more efficient processes and architectures Boris Gamazaychikov, senior manager of emissions reduction at SaaS provider Salesforce, recommends using specialized AI models to reduce the power needed to train them. “Is He also recommends tapping the open-source community for models that can be pre-trained for various tasks.

Data Center 337

Data Center Training Energy Artificial Intelligence 337

CIO Business Intelligence

SEPTEMBER 21, 2023

Open-source AI Open source has long been a driver of innovation in the AI space. Many data science tools and base models are open source, or are based heavily on open-source projects. Some of these open-source models are even small enough to run on desktop computers or mobile devices.

Enterprise 325

Enterprise Enterprise Trends Open Source 325

CIO Business Intelligence

JUNE 16, 2022

Open-source options are also available for use by companies that have the developers to support them. Some areas are already using artificial intelligence to speed up workflows through automated classification and clause extraction. . There are a wide variety of pricing plans for the BPM systems. Arrayworks. Bonitasoft.

Tools 299

Tools IBM Open Source Oracle 299

CIO Business Intelligence

NOVEMBER 1, 2023

It’s published two new resources for using BTP — a guidance framework with methodologies and reference architectures, and a developers’ guide including building blocks and step-by-step guides — and released an open-source SDK for building extensions on BTP.

SAP 331

SAP Tools Enterprise Enterprise 331

CIO Business Intelligence

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. Artificial Intelligence, Cloud Computing, IT Strategy, Risk Management Don’t companies have the same issue for data centers on-premise?

Cloud 328

Cloud Strategy Business Continuity Oracle 328

CIO Business Intelligence

JANUARY 15, 2024

Recognizing that giving scientists and researchers access to its data was fundamental to its purpose, SMD developed its Open Source Science Initiative (OSSI) as a result of that report in an effort to make publicly funded scientific research transparent, inclusive, accessible, and reproducible.

Research 328

Research Data Artificial Intelligence Open Source 328

CIO Business Intelligence

MAY 26, 2022

When companies first start deploying artificial intelligence and building machine learning projects, the focus tends to be on theory. They can be open source or proprietary. There are general principles, dozens of vendors, and even more open-source tool sets. How can it be built? How can it be trained?

Devops 363

Devops Tools Artificial Intelligence Data 363

CIO Business Intelligence

MAY 28, 2022

When companies first start deploying artificial intelligence and building machine learning projects, the focus tends to be on theory. They can be open source or proprietary. There are general principles, dozens of vendors, and even more open-source tool sets. How can it be built? How can it be trained?

Devops 358

Devops Tools Artificial Intelligence Data 358

CIO Business Intelligence

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.”

Fractional CTO 329

Fractional CTO Open Source Enterprise Enterprise 329

CIO Business Intelligence

SEPTEMBER 26, 2024

Naturally, you’ll consider the scope of your use cases, including what architecture, processes and tools will help you achieve the outcomes you seek. Meta’s Llama open-source LLM makes for a solid choice; enterprises such as Goldman Sachs, AT&T, and Accenture use Llama for customer service, code generation, and document reviews.

Strategy 352

Strategy Training Survey Applications 352

CIO Business Intelligence

APRIL 27, 2022

Many enterprises around the world are discovering new insights, revenue and efficiencies through the use of artificial intelligence (AI). With no changes to the architecture or code, the group immediately experienced a 2x acceleration in training time.

Enterprise 246

Enterprise Enterprise Case Study Training 246

CIO Business Intelligence

AUGUST 18, 2022

Traditionally, organizations have maintained two systems as part of their data strategies: a system of record on which to run their business and a system of insight such as a data warehouse from which to gather business intelligence (BI). Using Apache Ignite technology from GridGain, Wiesenfeld created an in-memory computing architecture.

Data 350

Data Pharmaceuticals Retail System 350