Crunchbase News

JANUARY 10, 2025

DDN , $300M, data storage: Data is the big-money game right now. 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. However, as usual, a company with AI ties is on top. The round was led by Kleiner Perkins.

Biotech 120

Biotech Artificial Inteligence Storage Artificial Intelligence 120

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 Inteligence Artificial Intelligence 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 Survey 209

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 80

Artificial Inteligence Training AWS Machine Learning 80

CIO

APRIL 25, 2025

Artificial Intelligence Average salary: $130,277 Expertise premium: $23,525 (15%) AI tops the list as the skill that can earn you the highest pay bump, earning tech professionals nearly an 18% premium over other tech skills. Read on to find out how such expertise can make you stand out in any industry.

Artificial Inteligence 204

Artificial Inteligence DevOps Virtualization Industry 204

CIO

APRIL 29, 2025

Imagine, for example, asking an LLM which Amazon S3 storage buckets or Azure storage accounts contain data that is publicly accessible, then change their access settings? Or having an LLM identify documents in an Amazon DynamoDB database that havent been updated in over a year and delete or archive them.

DevOps 198

DevOps Artificial Inteligence Technical Review Software Review 198

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

AWS Machine Learning - AI

APRIL 16, 2025

Out-of-the-box models often lack the specific knowledge required for certain domains or organizational terminologies. To address this, businesses are turning to custom fine-tuned models, also known as domain-specific large language models (LLMs). You have the option to quantize the model.

Artificial Inteligence 106

Artificial Inteligence Generative AI AWS Storage 106

AWS Machine Learning - AI

APRIL 23, 2025

National Laboratory has implemented an AI-driven document processing platform that integrates named entity recognition (NER) and large language models (LLMs) on Amazon SageMaker AI. In this post, we discuss how you can build an AI-powered document processing platform with open source NER and LLMs on SageMaker.

Artificial Inteligence 69

Artificial Inteligence Open Source AWS Serverless 69

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. ” Generating DNA sequences.

Artificial Inteligence 274

Artificial Inteligence Machine Learning Biotech Training 274

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 113

Artificial Inteligence Generative AI Travel AWS 113

CIO

APRIL 16, 2025

Artificial intelligence has contributed to complexity. Businesses now want to monitor large language models as well as applications to spot anomalies that may contribute to inaccuracies,bias, and slow performance. Support for a wide range of large language models in the cloud and on premises.

Artificial Inteligence 88

Artificial Inteligence Artificial Intelligence Analysis Banking 88

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 110

Artificial Inteligence AWS Machine Learning Load Balancer 110

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 126

Case Study Artificial Inteligence Study Generative AI 126

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 115

Artificial Inteligence Technical Review Healthcare Systems Review 115

AWS Machine Learning - AI

APRIL 30, 2025

With advancement in AI technology, the time is right to address such complexities with large language models (LLMs). Amazon Bedrock has helped democratize access to LLMs, which have been challenging to host and manage. The workflow starts with user authentication and authorization (steps 1-3).

Artificial Inteligence 109

Artificial Inteligence Technical Review Software Review Generative AI 109

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 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 111

Artificial Inteligence Applications Generative AI Off-The-Shelf 111

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 113

Training Artificial Inteligence AWS Machine Learning 113

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

APRIL 21, 2025

The human customer can either be fully serviced by the AI engines or be routed to a live agent with an accelerated path to resolution based on the bots analysis and intelligent routing methodology. Most major advances have occurred within the past 50 years. New thinking and capability have emerged every year in the last decade.

Artificial Inteligence 114

Artificial Inteligence Artificial Intelligence Technical Review Generative AI 114

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 Inteligence Artificial Intelligence 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

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 113

Generative AI Video Engineering Artificial Inteligence 113

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 Artificial Inteligence 265

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 115

AWS Artificial Inteligence Generative AI Machine Learning 115

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

AWS Machine Learning - AI

MARCH 3, 2025

Training jobs are executed across a distributed cluster, with seamless integration to multiple storage solutions, including Amazon Simple Storage Service (Amazon S3), Amazon Elastic File Storage (Amazon EFS), and Amazon FSx for Lustre. His expertise includes: End-to-end Machine Learning, model customization, and generative AI.

Artificial Inteligence 102

Artificial Inteligence Generative AI AWS Training 102

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

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

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

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 108

Knowledge Base Applications Artificial Inteligence Generative AI 108

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 Inteligence 157