Crunchbase News

JANUARY 9, 2025

Private equity giant Blackstone Group is making a $300 million strategic investment into DDN , valuing the Chatsworth, California-based data storage company at $5 billion. In 2023, it partnered with Digital Realty to develop $7 billion in data centers targeting providers of online content, cloud services and artificial intelligence.

Storage 124

Storage Data Center Artificial Intelligence Artificial Inteligence 124

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

CIO

DECEMBER 10, 2024

Python Python is a programming language used in several fields, including data analysis, web development, software programming, scientific computing, and for building AI and machine learning models. Its widespread use in the enterprise makes it a steady entry on any in-demand skill list.

UI/UX 203

UI/UX Enterprise Artificial Inteligence Database Administration 203

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.

Artificial Inteligence 78

Artificial Inteligence Training AWS Machine Learning 78

CIO

OCTOBER 24, 2024

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., CEO and president there.

Data Center 200

Data Center Artificial Inteligence Generative AI Artificial Intelligence 200

CIO

FEBRUARY 4, 2025

Intelligent tiering Tiering has long been a strategy CIOs have employed to gain some control over storage costs. Hybrid cloud solutions allow less frequently accessed data to be stored cost-effectively while critical data remains on high-performance storage for immediate access. Now, things run much smoother.

Storage 103

Storage Artificial Inteligence Data Meeting 103

AWS Machine Learning - AI

NOVEMBER 14, 2024

If an image is uploaded, it is stored in Amazon Simple Storage Service (Amazon S3) , and a custom AWS Lambda function will use a machine learning model deployed on Amazon SageMaker to analyze the image to extract a list of place names and the similarity score of each place name. Here is an example from LangChain.

Artificial Inteligence 106

Artificial Inteligence Generative AI Travel AWS 106

AWS Machine Learning - AI

MARCH 18, 2025

This is where the integration of cutting-edge technologies, such as audio-to-text translation and large language models (LLMs), holds the potential to revolutionize the way patients receive, process, and act on vital medical information. These insights can include: Potential adverse event detection and reporting.

Artificial Inteligence 106

Artificial Inteligence Technical Review Healthcare Systems Review 106

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.

Artificial Inteligence 90

Artificial Inteligence AWS Machine Learning Load Balancer 90

TechCrunch

MARCH 30, 2023

Co-founder and CEO Matt Welsh describes it as the first enterprise-focused platform-as-a-service for building experiences with large language models (LLMs). “The core of Fixie is its LLM-powered agents that can be built by anyone and run anywhere.” Fixie agents can interact with databases, APIs (e.g.

Artificial Inteligence 255

Artificial Inteligence Company ChatGPT Generative AI 255

AWS Machine Learning - AI

MARCH 13, 2025

This post was co-written with Vishal Singh, Data Engineering Leader at Data & Analytics team of GoDaddy Generative AI solutions have the potential to transform businesses by boosting productivity and improving customer experiences, and using large language models (LLMs) in these solutions has become increasingly popular.

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Artificial Inteligence Systems Review System Generative AI 99

AWS Machine Learning - AI

MARCH 18, 2025

This application allows users to ask questions in natural language and then generates a SQL query for the users request. Large language models (LLMs) are trained to generate accurate SQL queries for natural language instructions. However, off-the-shelf LLMs cant be used without some modification.

Artificial Inteligence 94

Artificial Inteligence Applications Generative AI Off-The-Shelf 94

Perficient

NOVEMBER 20, 2024

Introduction to Multiclass Text Classification with LLMs Multiclass text classification (MTC) is a natural language processing (NLP) task where text is categorized into multiple predefined categories or classes. Traditional approaches rely on training machine learning models, requiring labeled data and iterative fine-tuning.

Artificial Inteligence 52

Artificial Inteligence Metrics Airlines Travel 52

CIO

NOVEMBER 19, 2024

Beware of escalating AI costs for data storage and computing power. AI has an insatiable appetite for data, which means computing and data storage costs can escalate rapidly. Such an approach is limiting and increases the likelihood that crucial capabilities may be implemented too late to deliver maximum business impact.

Strategy 158

Strategy Artificial Intelligence Artificial Inteligence Generative AI 158

TechCrunch

NOVEMBER 2, 2021

Activeloop , a member of the Y Combinator summer 2018 cohort , is building a database specifically designed for media-focused artificial intelligence applications. The company is also launching an alpha version of a commercial product today.

Artificial Inteligence 307

Artificial Inteligence Part-Time VPE Applications Open Source 307

CIO

APRIL 10, 2024

Inferencing has emerged as among the most exciting aspects of generative AI large language models (LLMs). A quick explainer: In AI inferencing , organizations take a LLM that is pretrained to recognize relationships in large datasets and generate new content based on input, such as text or images.

Artificial Inteligence 203

Artificial Inteligence Generative AI Storage Artificial Intelligence 203

CIO

DECEMBER 20, 2024

Its an offshoot of enterprise architecture that comprises the models, policies, rules, and standards that govern the collection, storage, arrangement, integration, and use of data in organizations. It includes data collection, refinement, storage, analysis, and delivery. Cloud storage. AI and machine learning models.

Architecture 183

Architecture Data Fractional CTO Technical Review 183

TechCrunch

DECEMBER 6, 2023

The New York-based startup, which provides a scale-out, unstructured data storage solution designed to eliminate tiered storage (i.e. setups that move data between high- and low-cost storage hardware), today announced that it secured $118 million in a Series E round led by […] © 2023 TechCrunch. All rights reserved.

Storage 265

Storage Data Hardware Machine Learning 265

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. Solution overview We can use SMP with both Amazon SageMaker Model training jobs and Amazon SageMaker HyperPod.

Training 103

Training Artificial Inteligence AWS Machine Learning 103

AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. He helps support large enterprise customers at AWS and is part of the Machine Learning TFC.

Generative AI 107

Generative AI Video Engineering Artificial Inteligence 107

CIO

JANUARY 5, 2025

These narrow approaches also exacerbate data quality issues, as discrepancies in data format, consistency, and storage arise across disconnected teams, reducing the accuracy and reliability of AI outputs. Reliability and security is paramount. Without the necessary guardrails and governance, AI can be harmful.

Enterprise 187

Enterprise Generative AI Weak Development Team Technical Review 187

CIO

OCTOBER 11, 2023

To overcome these challenges, energy companies are increasingly turning to artificial intelligence (AI), particularly generative AI large language models (LLM). addition, to enable AI, organizations need to have the right kind of storage infrastructure.

Artificial Inteligence 205

Artificial Inteligence Company Generative AI Energy 205

CIO

JULY 11, 2024

As enterprises begin to deploy and use AI, many realize they’ll need access to massive computing power and fast networking capabilities, but storage needs may be overlooked. In that case, Duos needs super-fast storage that works alongside its AI computing units. “If If you have a broken wheel, you want to know right now,” he says. “We

Storage 195

Storage Cloud Enterprise Training 195

Xebia

MARCH 30, 2025

” Ted Malaska At Melexis, a global leader in advanced semiconductor solutions, the fusion of artificial intelligence (AI) and machine learning (ML) is driving a manufacturing revolution. Semi-Structured Storage : Measurement values have varying types (e.g., Hence, timely insights are paramount.

Testing 130

Testing Artificial Inteligence Comparison Software Review 130

AWS Machine Learning - AI

OCTOBER 17, 2024

With the advent of generative AI and machine learning, new opportunities for enhancement became available for different industries and processes. It doesn’t retain audio or output text, and users have control over data storage with encryption in transit and at rest. This can lead to more personalized and effective care.

AWS 105

AWS Artificial Inteligence Generative AI Machine Learning 105

CIO

MARCH 4, 2025

There are organizations who spend $1 million plus per year on LLM calls, Ricky wrote. Agent ops is a critical capability think Python SDKs for agent monitoring, LLM cost tracking, benchmarking, to gain visibility into API calls, real-time cost management, and reliability scores for agents in production.

Software Review 179

Software Review Artificial Inteligence Technical Review Government 179

The Crazy Programmer

NOVEMBER 6, 2021

hence, if you want to interpret and analyze big data using a fundamental understanding of machine learning and data structure. And implementing programming languages including C++, Java, and Python can be a fruitful career for you. A cloud architect has a profound understanding of storage, servers, analytics, and many more.

Artificial Inteligence 290

Artificial Inteligence Blockchain Software Review Artificial Intelligence 290

AWS Machine Learning - AI

MARCH 14, 2025

Organizations building and deploying AI applications, particularly those using large language models (LLMs) with Retrieval Augmented Generation (RAG) systems, face a significant challenge: how to evaluate AI outputs effectively throughout the application lifecycle.

Knowledge Base 91

Knowledge Base Applications Artificial Inteligence Generative AI 91

CIO

NOVEMBER 20, 2023

As a technology professional, seeing how artificial intelligence (AI) and generative AI/large language models can improve and save lives makes me think about the significant difference this can have on families and communities worldwide–including mine. Fox says it perfectly: “Family is not an important thing.

Artificial Inteligence 198

Artificial Inteligence Generative AI Artificial Intelligence Storage 198

CIO

JANUARY 30, 2025

There is no doubt that artificial intelligence (AI) will radically transform how the world works. AI has the ability to ingest and decipher the complexities of data at unprecedented speeds that humans just cannot match. Already, leading organizations are seeing significant benefits from the use of AI.

Infrastructure 157

Infrastructure Technical Review Azure Artificial Intelligence 157

CIO

SEPTEMBER 29, 2023

That’s because generative AI large language models (LLMs) have prowess in text-based generation, readily finding language and word patterns. A lesser-known challenge is the need for the right storage infrastructure, a must-have enabler. Fraud detection and prevention.

Generative AI 200

Generative AI Banking Artificial Inteligence Organization 200

Crunchbase News

NOVEMBER 1, 2024

OpenAI , $6.6B, artificial intelligence: OpenAI announced its long-awaited raise of $6.6 tied) Poolside , $500M, artificial intelligence: Poolside closed a $500 million Series B led by Bain Capital Ventures. The startup builds artificial intelligence software for programmers. billion, per Crunchbase.

Biotech 123

Biotech Energy Artificial Intelligence Artificial Inteligence 123

AWS Machine Learning - AI

APRIL 10, 2025

The introduction of Amazon Nova models represent a significant advancement in the field of AI, offering new opportunities for large language model (LLM) optimization. In this post, we demonstrate how to effectively perform model customization and RAG with Amazon Nova models as a baseline.

Case Study 68

Case Study Artificial Inteligence Study Generative AI 68

CIO

SEPTEMBER 7, 2023

That’s why, around the world, governments and the defense industry as a whole are now investing and exploring generative artificial intelligence (AI), or large language models (LLMs), to better understand what’s possible. Specifically, existing storage solutions are inadequate.

Artificial Inteligence 179

Artificial Inteligence Generative AI Storage Government 179

TechCrunch

NOVEMBER 22, 2022

Artificial intelligence has become ubiquitous in clinical diagnosis. “We see ourselves building the foundational layer of artificial intelligence in healthcare. Healthtech startup RedBrick AI has raised $4.6 But researchers need much of their initial time preparing data for training AI systems.

Artificial Inteligence 234

Artificial Inteligence Artificial Intelligence Biotech 3D 234

AWS Machine Learning - AI

MARCH 20, 2025

Traditionally, transforming raw data into actionable intelligence has demanded significant engineering effort. It often requires managing multiple machine learning (ML) models, designing complex workflows, and integrating diverse data sources into production-ready formats.

Data 108

Data Generative AI Artificial Inteligence Compliance 108

AWS Machine Learning - AI

NOVEMBER 7, 2024

You can also bring your own customized models and deploy them to Amazon Bedrock for supported architectures. Prompt catalog – Crafting effective prompts is important for guiding large language models (LLMs) to generate the desired outputs. It’s serverless so you don’t have to manage the infrastructure.

Generative AI 109

Generative AI AWS Enterprise Artificial Inteligence 109