CIO

OCTOBER 24, 2024

Take for instance large language models (LLMs) for GenAI. While LLMs are trained on large amounts of information, they have expanded the attack surface for businesses. Artificial Intelligence: A turning point in cybersecurity The cyber risks introduced by AI, however, are more than just GenAI-based.

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Artificial Inteligence Artificial Intelligence Generative AI Training 192

CIO

DECEMBER 10, 2024

Large language models (LLMs) just keep getting better. In just about two years since OpenAI jolted the news cycle with the introduction of ChatGPT, weve already seen the launch and subsequent upgrades of dozens of competing models. From Llama3.1 to Gemini to Claude3.5 In fact, business spending on AI rose to $13.8

Artificial Inteligence 174

Artificial Inteligence Off-The-Shelf Insurance Analytics 174

CIO

NOVEMBER 27, 2024

Recent research shows that 67% of enterprises are using generative AI to create new content and data based on learned patterns; 50% are using predictive AI, which employs machine learning (ML) algorithms to forecast future events; and 45% are using deep learning, a subset of ML that powers both generative and predictive models.

Architecture 193

Architecture Artificial Inteligence Data Development Team Review 193

CIO

OCTOBER 29, 2024

This will require the adoption of new processes and products, many of which will be dependent on well-trained artificial intelligence-based technologies. Stolen datasets can now be used to train competitor AI models. AI companies and machine learning models can help detect data patterns and protect data sets.

Enterprise 202

Enterprise Artificial Inteligence Data Weak Development Team 202

Cloudera

JANUARY 9, 2025

Thats why were moving from Cloudera Machine Learning to Cloudera AI. Its a signal that were fully embracing the future of enterprise intelligence. From Science Fiction Dreams to Boardroom Reality The term Artificial Intelligence once belonged to the realm of sci-fi and academic research.

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Artificial Inteligence Machine Learning Enterprise Artificial Intelligence 85

CIO

MARCH 14, 2025

As Artificial Intelligence (AI)-powered cyber threats surge, INE Security , a global leader in cybersecurity training and certification, is launching a new initiative to help organizations rethink cybersecurity training and workforce development.

Artificial Inteligence 103

Artificial Inteligence Training Generative AI Artificial Intelligence 103

CIO

OCTOBER 24, 2024

Educate and train help desk analysts. Equip the team with the necessary training to work with AI tools. High quality documentation results in high quality data, which both human and artificial intelligence can exploit.” Ivanti’s service automation offerings have incorporated AI and machine learning.

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Artificial Inteligence Knowledge Base Artificial Intelligence Machine Learning 165

AWS Machine Learning - AI

NOVEMBER 27, 2024

Large language models (LLMs) have witnessed an unprecedented surge in popularity, with customers increasingly using publicly available models such as Llama, Stable Diffusion, and Mistral. To maximize performance and optimize training, organizations frequently need to employ advanced distributed training strategies.

Training 108

Training Artificial Inteligence AWS Machine Learning 108

CIO

NOVEMBER 12, 2024

We are happy to share our learnings and what works — and what doesn’t. The whole idea is that with the apprenticeship program coupled with our 100 Experiments program , we can train a lot more local talent to enter the AI field — a different pathway from traditional academic AI training. And why that role?

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Artificial Inteligence Weak Development Team Training Artificial Intelligence 174

CIO

NOVEMBER 16, 2023

A large language model (LLM) is a type of gen AI that focuses on text and code instead of images or audio, although some have begun to integrate different modalities. But there’s a problem with it — you can never be sure if the information you upload won’t be used to train the next generation of the model.

Artificial Inteligence 209

Artificial Inteligence ChatGPT Open Source Azure 209

TechCrunch

NOVEMBER 29, 2023

At its re:Invent conference today, Amazon’s AWS cloud arm announced the launch of SageMaker HyperPod, a new purpose-built service for training and fine-tuning large language models (LLMs). SageMaker HyperPod is now generally available. All rights reserved.

Artificial Inteligence 261

Artificial Inteligence Training Machine Learning AWS 261

Cloudera

NOVEMBER 13, 2024

Large Language Models (LLMs) will be at the core of many groundbreaking AI solutions for enterprise organizations. Here are just a few examples of the benefits of using LLMs in the enterprise for both internal and external use cases: Optimize Costs. The Need for Fine Tuning Fine tuning solves these issues.

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Artificial Inteligence Training Machine Learning Performance 87

CIO

OCTOBER 30, 2024

Whether it’s a financial services firm looking to build a personalized virtual assistant or an insurance company in need of ML models capable of identifying potential fraud, artificial intelligence (AI) is primed to transform nearly every industry.

Enterprise 209

Enterprise Artificial Inteligence Architecture Artificial Intelligence 209

AWS Machine Learning - AI

NOVEMBER 6, 2024

The rise of large language models (LLMs) and foundation models (FMs) has revolutionized the field of natural language processing (NLP) and artificial intelligence (AI). For this post, we run the code in a Jupyter notebook within VS Code and use Python.

Software Review 116

Software Review Artificial Inteligence Generative AI AWS 116

AWS Machine Learning - AI

FEBRUARY 12, 2025

Large language models (LLMs) have revolutionized the field of natural language processing with their ability to understand and generate humanlike text. Researchers developed Medusa , a framework to speed up LLM inference by adding extra heads to predict multiple tokens simultaneously.

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Artificial Inteligence Training AWS Machine Learning 74

Crunchbase News

NOVEMBER 25, 2024

The Austin, Texas-based startup has developed a platform that uses artificial intelligence and machine learning trained on ransomware to reverse the effects of a ransomware attack — making sure businesses’ operations are never actually impacted by an attack.

Artificial Inteligence 119

Artificial Inteligence Artificial Intelligence Machine Learning Training 119

Xebia

FEBRUARY 28, 2025

Both the tech and the skills are there: Machine Learning technology is by now easy to use and widely available. So then let me re-iterate: why, still, are teams having troubles launching Machine Learning models into production? No longer is Machine Learning development only about training a ML model.

Technical Review 182

Technical Review Weak Development Team Machine Learning Artificial Inteligence 182

CIO

MARCH 14, 2025

Much of the AI work prior to agentic focused on large language models with a goal to give prompts to get knowledge out of the unstructured data. Ive spent more than 25 years working with machine learning and automation technology, and agentic AI is clearly a difficult problem to solve. Agentic AI goes beyond that.

Artificial Inteligence 146

Artificial Inteligence Technology eCommerce Compliance 146

CIO

DECEMBER 16, 2024

The Kingdom has committed significant resources to developing a robust cybersecurity ecosystem, encompassing threat detection systems, incident response frameworks, and cutting-edge defense mechanisms powered by artificial intelligence and machine learning.

Strategy 158

Strategy Artificial Inteligence Artificial Intelligence Education 158

AWS Machine Learning - AI

NOVEMBER 1, 2024

Fine-tuning is a powerful approach in natural language processing (NLP) and generative AI , allowing businesses to tailor pre-trained large language models (LLMs) for specific tasks. This process involves updating the model’s weights to improve its performance on targeted applications.

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Artificial Inteligence Generative AI Training Metrics 95

CIO

DECEMBER 3, 2024

But it’s important to understand that AI is an extremely broad field and to expect non-experts to be able to assist in machine learning, computer vision, and ethical considerations simultaneously is just ridiculous.” Tkhir calls on organizations to invest in AI training.

Strategy 199

Strategy Fractional CTO Training Artificial Inteligence 199

Crunchbase News

JANUARY 2, 2025

Artificial intelligence dominated the venture landscape last year. The San Francisco-based company which helps businesses process, analyze, and manage large amounts of data quickly and efficiently using tools like AI and machine learning is now the fourth most highly valued U.S.-based based companies?

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Artificial Inteligence Artificial Intelligence ChatGPT Journal 138

CIO

DECEMBER 30, 2024

AI and machine learning are poised to drive innovation across multiple sectors, particularly government, healthcare, and finance. AI and machine learning evolution Lalchandani anticipates a significant evolution in AI and machine learning by 2025, with these technologies becoming increasingly embedded across various sectors.

Trends 158

Trends Innovation IoT Disaster Recovery 158

CIO

OCTOBER 24, 2024

We have companies trying to build out the data centers that will run gen AI and trying to train AI,” he says. TRECIG, a cybersecurity and IT consulting firm, will spend more on IT in 2025 as it invests more in advanced technologies such as artificial intelligence, machine learning, and cloud computing, says Roy Rucker Sr.,

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Artificial Inteligence Data Center Generative AI Artificial Intelligence 200

TechCrunch

MAY 30, 2022

Strong Compute , a Sydney, Australia-based startup that helps developers remove the bottlenecks in their machine learning training pipelines, today announced that it has raised a $7.8 ” Strong Compute wants to speed up your ML model training. . ” Strong Compute wants to speed up your ML model training.

Training 278

Training Artificial Inteligence Machine Learning Company 278

CIO

JANUARY 6, 2025

They want to expand their use of artificial intelligence, deliver more value from those AI investments, further boost employee productivity, drive more efficiencies, improve resiliency, expand their transformation efforts, and more. I am excited about the potential of generative AI, particularly in the security space, she says.

Generative AI 210

Generative AI Artificial Inteligence Off-The-Shelf Innovation 210

TechCrunch

JULY 20, 2021

Alex Dalyac is the CEO and co-founder of Tractable , which develops artificial intelligence for accident and disaster recovery. Here’s how we did it, and what we learned along the way. In 2013, I was fortunate to get into artificial intelligence (more specifically, deep learning) six months before it blew up internationally.

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Artificial Inteligence Artificial Intelligence Disaster Recovery Machine Learning 316

O'Reilly Media - Ideas

NOVEMBER 19, 2024

Reasons for using RAG are clear: large language models (LLMs), which are effectively syntax engines, tend to “hallucinate” by inventing answers from pieces of their training data. Also, in place of expensive retraining or fine-tuning for an LLM, this approach allows for quick data updates at low cost.

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Artificial Inteligence Construction Open Source Training 128

Xebia

MARCH 13, 2025

Unfortunately, the blog post only focuses on train-serve skew. Feature stores solve more than just train-serve skew. Sharing features across teams in an organization reduces the time to production for models. This becomes more important when a company scales and runs more machine learning models in production.

Training 130

Training Machine Learning Artificial Inteligence Data 130

AWS Machine Learning - AI

MARCH 13, 2025

DeepSeek-R1 , developed by AI startup DeepSeek AI , is an advanced large language model (LLM) distinguished by its innovative, multi-stage training process. Instead of relying solely on traditional pre-training and fine-tuning, DeepSeek-R1 integrates reinforcement learning to achieve more refined outputs.

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Artificial Inteligence AWS Machine Learning Load Balancer 77

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. At the time, Lyft had to glue together various open source systems to put these models into production. ” Image Credits: Union.ai

Artificial Inteligence 246

Artificial Inteligence Machine Learning Open Source Data 246

CIO

MARCH 13, 2025

To help address the problem, he says, companies are doing a lot of outsourcing, depending on vendors and their client engagement engineers, or sending their own people to training programs. In the Randstad survey, for example, 35% of people have been offered AI training up from just 13% in last years survey.

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Part-Time VPE Weak Development Team Fractional VPE Fractional CTO 194

Palo Alto Networks

OCTOBER 30, 2024

As policymakers across the globe approach regulating artificial intelligence (AI), there is an emerging and welcomed discussion around the importance of securing AI systems themselves. These models are increasingly being integrated into applications and networks across every sector of the economy.

Security 105

Security Artificial Inteligence Infrastructure Government 105

AWS Machine Learning - AI

MARCH 3, 2025

However, customizing DeepSeek models effectively while managing computational resources remains a significant challenge. Tuning model architecture requires technical expertise, training and fine-tuning parameters, and managing distributed training infrastructure, among others. recipes=recipe-name.

Artificial Inteligence 90

Artificial Inteligence Generative AI AWS Training 90

CIO

JANUARY 6, 2025

AI and Machine Learning will drive innovation across the government, healthcare, and banking/financial services sectors, strongly focusing on generative AI and ethical regulation. How do you foresee artificial intelligence and machine learning evolving in the region in 2025?

Trends 122

Trends Artificial Inteligence IoT Energy 122

TechCrunch

APRIL 19, 2023

For many, ChatGPT and the generative AI hype train signals the arrival of artificial intelligence into the mainstream. “Vector databases are the natural extension of their (LLMs) capabilities,” Zayarni explained to TechCrunch. ” Investors have been taking note, too. . That Qdrant has now raised $7.5

Open Source 246

Open Source Artificial Inteligence Development Data 246

Crunchbase News

MARCH 3, 2025

But large language models and innovations in agentic reasoning such as DeepSeek -R1 and the recently launched deep research mode in Gemini and ChatGPT transform whats possible in search. New market opportunities in LLM-powered search LLM-powered search will create new market opportunities in three key areas.

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Artificial Inteligence Hotels Advertising Machine Learning 67