TechCrunch

MAY 10, 2022

Adam Oliner, co-founder and CEO of Graft used to run machine learning at Slack, where he helped build the company’s internal artificial intelligence infrastructure. The market for synthetic data is bigger than you think. “We He says the beauty of the solution is that it provides everything you need to get started.

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Artificial Inteligence Machine Learning Company Artificial Intelligence 316

CIO

NOVEMBER 14, 2024

The data and AI industries are constantly evolving, and it’s been several years full of innovation. Yet, today’s data scientists and AI engineers are expected to move quickly and create value. Explainability is also still a serious issue in AI, and companies are overwhelmed by the volume and variety of data they must manage.

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Artificial Inteligence Machine Learning Open Source Engineering 88

TechCrunch

NOVEMBER 4, 2022

Called OpenBioML , the endeavor’s first projects will focus on machine learning-based approaches to DNA sequencing, protein folding and computational biochemistry. Stability AI’s ethically questionable decisions to date aside, machine learning in medicine is a minefield. Image Credits: OpenBioML.

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Artificial Inteligence Machine Learning Biotech Training 274

CIO

APRIL 23, 2025

In 2025, insurers face a data deluge driven by expanding third-party integrations and partnerships. Many still rely on legacy platforms , such as on-premises warehouses or siloed data systems. Step 1: Data ingestion Identify your data sources. First, list out all the insurance data sources.

Insurance 164

Insurance Artificial Inteligence Data Architecture 164

CIO

DECEMBER 11, 2024

In todays economy, as the saying goes, data is the new gold a valuable asset from a financial standpoint. A similar transformation has occurred with data. More than 20 years ago, data within organizations was like scattered rocks on early Earth.

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Data Technical Review Software Review Weak Development Team 167

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 111

Training Artificial Inteligence AWS Machine Learning 111

CIO

OCTOBER 24, 2024

While LLMs are trained on large amounts of information, they have expanded the attack surface for businesses. From prompt injections to poisoning training data, these critical vulnerabilities are ripe for exploitation, potentially leading to increased security risks for businesses deploying GenAI.

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Artificial Inteligence Artificial Intelligence Generative AI Training 192

CIO

MARCH 13, 2025

Hes seeing the need for professionals who can not only navigate the technology itself, but also manage increasing complexities around its surrounding architectures, data sets, infrastructure, applications, and overall security. There are data scientists, but theyre expensive, he says.

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Part-Time VPE Weak Development Team Fractional VPE Fractional CTO 205

CIO

OCTOBER 24, 2024

Educate and train help desk analysts. Equip the team with the necessary training to work with AI tools. Prioritize high quality data Effective AI is dependent on high quality data. The number one help desk data issue is, without question, poorly documented resolutions,” says Taylor. Click here to find out more.

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Artificial Inteligence Knowledge Base Artificial Intelligence Machine Learning 165

Cloudera

JANUARY 9, 2025

A Name That Matches the Moment For years, Clouderas platform has helped the worlds most innovative organizations turn data into action. Thats why were moving from Cloudera Machine Learning to Cloudera AI. But over the years, data teams and data scientists overcame these hurdles and AI became an engine of real-world innovation.

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Artificial Inteligence Machine Learning Enterprise Artificial Intelligence 85

CIO

DECEMBER 30, 2024

AI and machine learning are poised to drive innovation across multiple sectors, particularly government, healthcare, and finance. Data sovereignty and the development of local cloud infrastructure will remain top priorities in the region, driven by national strategies aimed at ensuring data security and compliance.

Trends 158

Trends Innovation IoT Disaster Recovery 158

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

OCTOBER 30, 2024

AI’s ability to automate repetitive tasks leads to significant time savings on processes related to content creation, data analysis, and customer experience, freeing employees to work on more complex, creative issues. Building a strong, modern, foundation But what goes into a modern data architecture?

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Enterprise Artificial Inteligence Architecture Artificial Intelligence 209

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.

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Training Artificial Inteligence Machine Learning Company 278

CIO

NOVEMBER 25, 2024

When it comes to AI, the secret to its success isn’t just in the sophistication of the algorithms — it’s in the quality of the data that powers them. AI has the potential to transform industries, but without reliable, relevant, and high-quality data, even the most advanced models will fall short.

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Data Google Cloud Strategy Organization 149

Cloudera

NOVEMBER 13, 2024

LLMs deployed as internal enterprise-specific agents can help employees find internal documentation, data, and other company information to help organizations easily extract and summarize important internal content. Given some example data, LLMs can quickly learn new content that wasn’t available during the initial training of the base model.

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Artificial Inteligence Training Machine Learning Performance 87

TechCrunch

JANUARY 2, 2022

Most artificial intelligence models are trained through supervised learning, meaning that humans must label raw data. Data labeling is a critical part of automating artificial intelligence and machine learning model, but at the same time, it can be time-consuming and tedious work. ScreenShot | AIMMO website.

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Artificial Inteligence Technology Artificial Intelligence Data 350

CIO

JANUARY 9, 2025

Before LLMs and diffusion models, organizations had to invest a significant amount of time, effort, and resources into developing custom machine-learning models to solve difficult problems. Companies can enrich these versatile tools with their own data using the RAG (retrieval-augmented generation) architecture.

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Artificial Inteligence Software Review Software Enterprise 192

Xebia

FEBRUARY 28, 2025

These days Data Science is not anymore a new domain by any means. The time when Hardvard Business Review posted the Data Scientist to be the “Sexiest Job of the 21st Century” is more than a decade ago [1]. In 2019 alone the Data Scientist job postings on Indeed rose by 256% [2]. Why is that? That is massively useful.

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Technical Review Weak Development Team Artificial Inteligence Machine Learning 182

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.

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Artificial Inteligence Training Generative AI Artificial Intelligence 103

Xebia

FEBRUARY 23, 2025

The data landscape is constantly evolving, making it challenging to stay updated with emerging trends. That’s why we’ve decided to launch a blog that focuses on the data trends we expect to see in 2025. Poor data quality automatically results in poor decisions. That applies not only to GenAI but to all data products.

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Trends Data Artificial Inteligence Weak Development Team 130

Xebia

MARCH 13, 2025

The implementation was a over-engineered custom Feast implementation using unsupported backend data stores. Unfortunately, the blog post only focuses on train-serve skew. Feature stores solve more than just train-serve skew. This becomes more important when a company scales and runs more machine learning models in production.

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Training Artificial Inteligence Machine Learning Data 130

CIO

NOVEMBER 1, 2024

In the past, creating a new AI model required data scientists to custom-build systems from a frustrating parade of moving parts, but Z by HP has made it easy with tools like Data Science Stack Manager and AI Studio. In some cases, the data ingestion comes from cameras or recording devices connected to the model.

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Artificial Inteligence Artificial Intelligence Open Source Machine Learning 179

Xebia

DECEMBER 23, 2024

Modern Pay-As-You-Go Data Platforms: Easy to Start, Challenging to Control It’s Easier Than Ever to Start Getting Insights into Your Data The rapid evolution of data platforms has revolutionized the way businesses interact with their data. The result? Yet, this flexibility comes with risks.

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Data Storage Culture Resources 130

AWS Machine Learning - AI

MARCH 20, 2025

The McKinsey 2023 State of AI Report identifies data management as a major obstacle to AI adoption and scaling. Enterprises generate massive volumes of unstructured data, from legal contracts to customer interactions, yet extracting meaningful insights remains a challenge.

Data 117

Data Generative AI Artificial Inteligence Compliance 117

TechCrunch

APRIL 20, 2023

Betterdata , a Singapore-based startup that uses programmable synthetic data to keep real data secure, announced today it has raised $1.55 Betterdata says it is different from traditional data sharing methods that use data anonymization to destroy data because it utilizes generative AI and privacy engineering instead.

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Data Artificial Inteligence Machine Learning Blockchain 262

Xebia

DECEMBER 23, 2024

Modern Pay-As-You-Go Data Platforms: Easy to Start, Challenging to Control It’s Easier Than Ever to Start Getting Insights into Your Data The rapid evolution of data platforms has revolutionized the way businesses interact with their data. The result? Yet, this flexibility comes with risks.

Data 130

Data Storage Culture Resources 130

CIO

NOVEMBER 1, 2024

Re-platforming to reduce friction Marsh McLennan had been running several strategic data centers globally, with some workloads on the cloud that had sprung up organically. Several co-location centers host the remainder of the firm’s workloads, and Marsh McLennans big data centers will go away once all the workloads are moved, Beswick says.

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Generative AI Technical Advisors Insurance Weak Development Team 183

AWS Machine Learning - AI

DECEMBER 4, 2024

About the NVIDIA Nemotron model family At the forefront of the NVIDIA Nemotron model family is Nemotron-4, as stated by NVIDIA, it is a powerful multilingual large language model (LLM) trained on an impressive 8 trillion text tokens, specifically optimized for English, multilingual, and coding tasks. You can find him on LinkedIn.

Artificial Inteligence 106

Artificial Inteligence Microservices Generative AI AWS 106

CIO

OCTOBER 28, 2024

In these cases, the AI sometimes fabricated unrelated phrases, such as “Thank you for watching!” — likely due to its training on a large dataset of YouTube videos. Another machine learning engineer reported hallucinations in about half of over 100 hours of transcriptions inspected.

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Tools Study Healthcare Research 179

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. For example, in the digital identity field, a scientist could get a batch of data and a task to show verification results. So its a question-and-answer process. Agentic AI goes beyond that.

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Artificial Inteligence Technology eCommerce Compliance 201

CIO

OCTOBER 24, 2024

growth this year, with data center spending increasing by nearly 35% in 2024 in anticipation of generative AI infrastructure needs. Data center spending will increase again by 15.5% in 2025, but software spending — four times larger than the data center segment — will grow by 14% next year, to $1.24 trillion, Gartner projects.

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Data Center Artificial Inteligence Generative AI Artificial Intelligence 200

CIO

FEBRUARY 19, 2025

The use of synthetic data to train AI models is about to skyrocket, as organizations look to fill in gaps in their internal data, build specialized capabilities, and protect customer privacy, experts predict. Gartner, for example, projects that by 2028, 80% of data used by AIs will be synthetic, up from 20% in 2024.

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Training Artificial Inteligence Data Software Review 152

CIO

DECEMBER 10, 2024

As many companies that have already adopted off-the-shelf GenAI models have found, getting these generic LLMs to work for highly specialized workflows requires a great deal of customization and integration of company-specific data. million on inference, grounding, and data integration for just proof-of-concept AI projects.

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Artificial Inteligence Off-The-Shelf Insurance Analytics 174

TechCrunch

JUNE 14, 2021

It lets you take advantage of the data science platform without going through a complicated setup process that involves a system administrator and your own infrastructure. In particular, Dataiku can be used by data scientists, but also business analysts and less technical people. There are two ways to use Dataiku.

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Enterprise Company Artificial Inteligence Machine Learning 334

TechCrunch

MAY 17, 2023

Union AI , a Bellevue, Washington–based open source startup that helps businesses build and orchestrate their AI and data workflows with the help of a cloud-native automation platform, today announced that it has raised a $19.1 But there was always friction between the software engineers and machine learning specialists.

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Artificial Inteligence Machine Learning Open Source Data 246

AWS Machine Learning - AI

NOVEMBER 6, 2024

These powerful models, trained on vast amounts of data, can generate human-like text, answer questions, and even engage in creative writing tasks. However, training and deploying such models from scratch is a complex and resource-intensive process, often requiring specialized expertise and significant computational resources.

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Software Review Artificial Inteligence Generative AI AWS 119