AWS Machine Learning - AI

NOVEMBER 27, 2024

Across diverse industries—including healthcare, finance, and marketing—organizations are now engaged in pre-training and fine-tuning these increasingly larger LLMs, which often boast billions of parameters and larger input sequence length. This approach reduces memory pressure and enables efficient training of large models.

Training 96

Training Artificial Inteligence AWS Machine Learning 96

Crunchbase News

MARCH 4, 2025

Lambda , $480M, artificial intelligence: Lambda, which offers cloud computing services and hardware for training artificial intelligence software, raised a $480 million Series D co-led by Andra Capital and SGW. Founded in 2013, NinjaOne has raised nearly $762 million, per Crunchbase. billion valuation.

Artificial Inteligence 116

Artificial Inteligence Artificial Intelligence Biotech Lambda 116

CIO

MARCH 20, 2025

OpenAI is leading the pack with ChatGPT and DeepSeek, both of which pushed the boundaries of artificial intelligence. The application lists various hardware such as AI-powered smart devices, augmented and virtual reality headsets, and even humanoid robots.

Artificial Inteligence 128

Artificial Inteligence ChatGPT Artificial Intelligence Hardware 128

CIO

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. The Data Act framework creates new possibilities to access data that could be used for AI training and development.

Technical Review 117

Technical Review Artificial Inteligence Compliance Open Source 117

TechCrunch

OCTOBER 7, 2022

Early-stage companies are innovating new artificial intelligence-based solutions, but they often face questions as to whether such technology can be protected and the best strategy for doing so. Artificial intelligence innovations are patentable. In 2000, the U.S.

Artificial Inteligence 236

Artificial Inteligence Artificial Intelligence Machine Learning Innovation 236

CIO

APRIL 1, 2024

However, CIOs looking for computing power needed to train AIs for specific uses, or to run huge AI projects will likely see value in the Blackwell project. As AI models get larger, they’ll require more performance for training and inferencing, the process that a trained AI uses to draw conclusions from new data, he says.

Hardware 148

Hardware Artificial Inteligence Off-The-Shelf Generative AI 148

TechCrunch

OCTOBER 27, 2020

To enable this, the company built an end-to-end solution that allows engineers to bring in their pre-trained models and then have Deci manage, benchmark and optimize them before they package them up for deployment. Image Credits: Deci. ”

Artificial Inteligence 270

Artificial Inteligence Artificial Intelligence Machine Learning Healthcare 270

O'Reilly Media - Ideas

APRIL 30, 2019

At the start of O'Reilly's Artificial Intelligence Conference in New York this year, Intel's Gadi Singer made a point that resonated through the conference: "Machine learning and deep learning are being put to work now." Stanford's Chris Ré demonstrated Snorkel , an open source tool for automating the process of tagging training data.

Artificial Inteligence 108

Artificial Inteligence Artificial Intelligence Conference Machine Learning 108

CIO

MARCH 26, 2025

AI-ready data is not something CIOs need to produce for just one application theyll need it for all applications that require enterprise-specific intelligence. Unfortunately, many IT leaders are discovering that this goal cant be reached using standard data practices, and traditional IT hardware and software.

CTO 193

CTO Data Infrastructure Artificial Inteligence 193

CIO

APRIL 9, 2025

Moving workloads to the cloud can enable enterprises to decommission hardware to reduce maintenance, management, and capital expenses. Enterprise IT has made heavy investments in on-premises management tools and employee training, so it is able to use them effectively. Operational readiness is another factor. Refresh cycle.

Cloud 88

Cloud Google Cloud Disaster Recovery Data Center 88

CIO

APRIL 1, 2025

As artificial intelligence (AI) services, particularly generative AI (genAI), become increasingly integral to modern enterprises, establishing a robust financial operations (FinOps) strategy is essential. For AI services, this implies breaking down costs associated with data processing, model training and inferencing.

Technical Review 88

Technical Review Azure Budget Artificial Inteligence 88

CIO

DECEMBER 5, 2024

“The high uncertainty rate around AI project success likely indicates that organizations haven’t established clear boundaries between proprietary information, customer data, and AI model training.” Access control is important, Clydesdale-Cotter adds. The customer really liked the results,” he says. We could hire five people.’”

Metrics 187

Metrics Artificial Inteligence Fractional CTO Strategic Planning 187

CIO

OCTOBER 16, 2023

Predictive AI can help break down the generational gaps in IT departments and address the most significant challenge for mainframe customers and users: operating hardware, software, and applications all on the mainframe. Three main foundational components of technology sit on the mainframe: hardware, software, and applications.

Artificial Inteligence 206

Artificial Inteligence Artificial Intelligence Machine Learning Hardware 206

CIO

JANUARY 22, 2025

Cyberthreats, hardware failures, and human errors are constant risks that can disrupt business continuity. Predictive analytics allows systems to anticipate hardware failures, optimize storage management, and identify potential threats before they cause damage.

Backup 88

Backup Artificial Inteligence Data Artificial Intelligence 88

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. A supply chain attack, targeting a third-party code library, could potentially impact a wide range of downstream entities.

Security 104

Security Artificial Inteligence Infrastructure Government 104

Apiumhub

MAY 15, 2024

Artificial Intelligence 101 has become a transformative force in many areas of our society, redefining our lives, jobs, and perception of the world. Artificial Intelligence 101: What is Artificial Intelligence?

Artificial Inteligence 83

Artificial Inteligence Artificial Intelligence Technical Review Generative AI 83

CIO

NOVEMBER 27, 2023

On top of that, Gen AI, and the large language models (LLMs) that power it, are super-computing workloads that devour electricity.Estimates vary, but Dr. Sajjad Moazeni of the University of Washington calculates that training an LLM with 175 billion+ parameters takes a year’s worth of energy for 1,000 US households. Not at all.

Artificial Inteligence 198

Artificial Inteligence Generative AI ChatGPT Open Source 198

CIO

APRIL 10, 2024

Seekr’s main business is building and training AIs that are transparent to enterprise and other users. We really began last year looking at what it would really take in terms of hardware to scale our business,” Clark says. “We We were looking for like-minded, leading-edge, AI-focused hardware at the same time.”

Artificial Inteligence 179

Artificial Inteligence Cloud Hardware Training 179

CIO

MAY 5, 2023

Artificial intelligence (AI), an increasingly crucial piece of the technology landscape, has arrived. More than 91 percent of businesses surveyed have ongoing — and increasing — investments in artificial intelligence. Without higher performance levels, AI workloads could take months and years to run.

Infrastructure 147

Infrastructure Performance Pharmaceuticals Artificial Inteligence 147

CIO

MARCH 5, 2024

That’s one of the main themes from IDC’s recent predictions report, “IDC FutureScape: Worldwide Artificial Intelligence and Automation 2024 Top 10 Predictions”. Fleming sees a large chunk going to compute-intensive, higher-cost hardware (such as Nvidia’s specialized servers) within that spending increase.

Artificial Inteligence 174

Artificial Inteligence Artificial Intelligence Hardware KPI 174

TechCrunch

APRIL 13, 2021

Artificial intelligence technology holds a huge amount of promise for enterprises — as a tool to process and understand their data more efficiently; as a way to leapfrog into new kinds of services and products; and as a critical stepping stone into whatever the future might hold for their businesses.

Enterprise 248

Enterprise Software Cloud Artificial Inteligence 248

TechCrunch

OCTOBER 20, 2021

Building usable models to run AI algorithms requires not just adequate data to train systems, but also the right hardware subsequently to run them. “So the hardware is just not enough. There is a gap, between the algorithm and the supply of the hardware. Deci is bridging or even closing that gap.”

Hardware 248

Hardware Data Video Construction 248

Crunchbase News

OCTOBER 31, 2024

This month, the company raised a $25 million Series B led by Five Elms Capital to grow its ability to help make inclusive digital products with its accessibility testing and training solutions. AI training datasets can exclude data representing people with disabilities, which can lead to undetected accessibility issues and bias.

Energy 120

Energy Training Hardware Company 120

AWS Machine Learning - AI

NOVEMBER 26, 2024

With the release of powerful publicly available foundation models, tools for training, fine tuning and hosting your own LLM have also become democratized. max-num-seqs 32 : This is set to the hardware batch size or a desired level of concurrency that the model server needs to handle. choices[0].text'

Artificial Inteligence 87

Artificial Inteligence AWS Artificial Intelligence Generative AI 87

TechCrunch

DECEMBER 16, 2021

Elementary , an artificial intelligence machine vision company, closed on $30 million in Series B funding to continue developing its manufacturing quality and inspection tools. We last profiled the Pasadena-based company last June when it raised $12.7 million in a financing round led by Threshold Ventures.

Quality Assurance 175

Quality Assurance Artificial Inteligence Artificial Intelligence Hardware 175

TechCrunch

JANUARY 26, 2021

Traditionally, it was always hard to virtualize GPUs, so even as demand for training AI models has increased, a lot of the physical GPUs often set idle for long periods because it was hard to dynamically allocate them between projects. Image Credits: Run.AI. .”

Automotive 254

Automotive Artificial Inteligence Virtualization Hardware 254

CIO

SEPTEMBER 29, 2023

That’s because vast, real-time, unstructured data sets are used to build, train, and implement generative AI. Key results included a 30x reduction in the number of missed fraud transactions with a 3x reduction in hardware cost. Artificial Intelligence | Dell USA AI in Financial Services – Intel Artificial Intelligence

Generative AI 200

Generative AI Banking Artificial Inteligence Organization 200

AWS Machine Learning - AI

APRIL 16, 2025

Traditional model serving approaches can become unwieldy and resource-intensive, leading to increased infrastructure costs, operational overhead, and potential performance bottlenecks, due to the size and hardware requirements to maintain a high-performing FM. The following diagram represents a traditional approach to serving multiple LLMs.

Artificial Inteligence 78

Artificial Inteligence Generative AI AWS Storage 78

CIO

SEPTEMBER 24, 2024

Accelerated adoption of artificial intelligence (AI) is fuelling rapid expansion in both the amount of stored data and the number of processes needed to train and run machine learning models. It takes huge volumes of data and a lot of computing resources to train a high-quality AI model.

Innovation 173

Innovation Artificial Inteligence Machine Learning Artificial Intelligence 173

Cloudera

DECEMBER 20, 2023

Cloudera is launching and expanding partnerships to create a new enterprise artificial intelligence “AI” ecosystem. Those models are trained or augmented with data from a data management platform. The data management platform, models, and end applications are powered by cloud infrastructure and/or specialized hardware.

Artificial Inteligence 71

Artificial Inteligence Artificial Intelligence Enterprise Machine Learning 71

CIO

JANUARY 22, 2024

To achieve these goals, CIOs are turning to AIOps, a method that uses artificial intelligence (AI) to reduce noise, accurately identify potential issues and their causes, and even automate a significant portion of resolution tasks. Artificial Intelligence Think of it this way. Experience it first-hand with a guided demo.

Artificial Inteligence 179

Artificial Inteligence Artificial Intelligence Data Center Cloud 179

CIO

JANUARY 24, 2024

Retrain and fine-tune an existing model Retraining proprietary or open-source models on specific datasets creates smaller, more refined models that can produce accurate results with lower-cost cloud instances or local hardware. Retraining, refining, and optimizing create efficiency so you can run on less expensive hardware.

Artificial Inteligence 168

Artificial Inteligence Generative AI ChatGPT Machine Learning 168

TechCrunch

AUGUST 9, 2022

He’s the co-founder of Shopic , a startup that sells clip-on touchscreen hardware for shopping carts that identify items to display promotions while acting as a self-service checkout window. Shopic only makes money by charging customers a subscription fee for use of both its hardware and software. Investors see potential.

Retail 259

Retail Hardware Training Insurance 259

CIO

APRIL 10, 2024

Crunching mathematical calculations, the model then makes predictions based on what it has learned during training. Ultimately, it takes a combination of the trained model and new inputs working in near real-time to make decisions or predictions. Artificial Intelligence Learn more about Dell Generative AI.

Artificial Inteligence 203

Artificial Inteligence Generative AI Storage Artificial Intelligence 203

AWS Machine Learning - AI

MAY 1, 2024

Large language models (LLMs) are making a significant impact in the realm of artificial intelligence (AI). It comes in a range of parameter sizes—7 billion, 13 billion, and 70 billion—as well as pre-trained and fine-tuned variations. Llama2 by Meta is an example of an LLM offered by AWS.

AWS 103

AWS Artificial Inteligence Training Generative AI 103

TechCrunch

APRIL 13, 2021

Deeplite , a startup based in Montreal, wants to change that by providing a way to reduce the overall size of the model, allowing it to run on hardware with far fewer resources. How artificial intelligence will be used in 2021. Today, the company announced a $6 million seed investment.

Artificial Inteligence 173

Artificial Inteligence Resources Machine Learning Artificial Intelligence 173

O'Reilly Media - Ideas

NOVEMBER 5, 2024

AI Little Language Models is an educational program that teaches young children about probability, artificial intelligence, and related topics. Does training AI models require huge data centers? PrimeIntellect is training a 10B model using distributed, contributed resources. Is this an opportunity for RISC-V?

Artificial Inteligence 106

Artificial Inteligence Trends Software Review Open Source 106