TechCrunch

MAY 15, 2023

With Together, Prakash, Zhang, Re and Liang are seeking to create open source generative AI models and services that, in their words, “help organizations incorporate AI into their production applications.” The number of open source models both from community groups and large labs grows by the day , practically.

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Open Source Generative AI ChatGPT Hardware 229

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 87

Artificial Inteligence AWS Machine Learning Load Balancer 87

CIO

DECEMBER 20, 2024

AI and machine learning models. Data streaming is data flowing continuously from a source to a destination for processing and analysis in real-time or near real-time. A container orchestration system, such as open-source Kubernetes, is often used to automate software deployment, scaling, and management.

Architecture 183

Architecture Data Fractional CTO Technical Review 183

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.

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Artificial Inteligence Company ChatGPT Generative AI 255

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. Talent shortages AI development requires specialized knowledge in machine learning, data science, and engineering.

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Technical Review Artificial Inteligence Compliance Open Source 117

TechCrunch

MAY 9, 2023

It’s often said that large language models (LLMs) along the lines of OpenAI’s ChatGPT are a black box, and certainly, there’s some truth to that. Even for data scientists, it’s difficult to know why, always, a model responds in the way it does, like inventing facts out of whole cloth.

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Artificial Inteligence Tools Weak Development Team Open Source 278

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.

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Artificial Inteligence Generative AI Storage Artificial Intelligence 203

O'Reilly Media - Data

JULY 23, 2018

Recognizing the interest in ML, the Strata Data Conference program is designed to help companies adopt ML across large sections of their existing operations. Recognizing the interest in ML, we assembled a program to help companies adopt ML across large sections of their existing operations. Machine Learning in the enterprise".

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Artificial Inteligence Machine Learning How To Case Study 182

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. Amazon DynamoDB is a fully managed NoSQL database service that provides fast and predictable performance with seamless scalability.

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Generative AI Video Engineering Artificial Inteligence 105

Dzone - DevOps

DECEMBER 24, 2024

Microservices have become a popular architectural style for building scalable and modular applications. ServiceBricks aims to simplify this by allowing you to quickly generate fully functional, open-source microservices based on a simple prompt using artificial intelligence and source code generation.

Microservices 97

Microservices Artificial Intelligence Artificial Inteligence Open Source 97

AWS Machine Learning - AI

MARCH 13, 2025

Advancements in multimodal artificial intelligence (AI), where agents can understand and generate not just text but also images, audio, and video, will further broaden their applications. Conversely, asynchronous event-driven systems offer greater flexibility and scalability through their distributed nature.

Artificial Inteligence 90

Artificial Inteligence Lambda Travel Generative AI 90

CIO

DECEMBER 6, 2023

Many enterprises are accelerating their artificial intelligence (AI) plans, and in particular moving quickly to stand up a full generative AI (GenAI) organization, tech stacks, projects, and governance. We think this is a mistake, as the success of GenAI projects will depend in large part on smart choices around this layer.

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Artificial Inteligence Generative AI Enterprise Scalability 138

CIO

FEBRUARY 18, 2025

But in many cases, the prospect of migrating to modern cloud native, open source languages 1 seems even worse. Artificial intelligence (AI) tools have emerged to help, but many businesses fear they will expose their intellectual property, hallucinate errors or fail on large codebases because of their prompt limits.

Software Review 78

Software Review Artificial Inteligence Government Data 78

AWS Machine Learning - AI

MARCH 11, 2025

DeepSeek-R1 is a large language model (LLM) developed by DeepSeek AI that uses reinforcement learning to enhance reasoning capabilities through a multi-stage training process from a DeepSeek-V3-Base foundation. See the following GitHub repo for more deployment examples using TGI, TensorRT-LLM, and Neuron.

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Artificial Inteligence AWS Generative AI Metrics 70

Cloudera

NOVEMBER 1, 2023

And so we are thrilled to introduce our latest applied ML prototype (AMP) — a large language model (LLM) chatbot customized with website data using Meta’s Llama2 LLM and Pinecone’s vector database. We invite you to explore the improved functionalities of this latest AMP.

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Artificial Inteligence Machine Learning Knowledge Base Architecture 110

AWS Machine Learning - AI

APRIL 1, 2025

Were excited to announce the open source release of AWS MCP Servers for code assistants a suite of specialized Model Context Protocol (MCP) servers that bring Amazon Web Services (AWS) best practices directly to your development workflow. Justin Lewis leads the Emerging Technology Accelerator at AWS.

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AWS Software Review Knowledge Base Artificial Inteligence 116

TechCrunch

NOVEMBER 16, 2020

Arrikto , a startup that wants to speed up the machine learning development lifecycle by allowing engineers and data scientists to treat data like code, is coming out of stealth today and announcing a $10 million Series A round. “We make it super easy to set up end-to-end machine learning pipelines. .

Machine Learning 280

Machine Learning Artificial Inteligence Open Source Software Development 280

O'Reilly Media - Ideas

APRIL 17, 2019

Watch highlights from expert talks covering AI, machine learning, deep learning, ethics, and more. People from across the AI world are coming together in New York for the O'Reilly Artificial Intelligence Conference. Machine learning for personalization. Watch " Machine learning for personalization.".

Artificial Inteligence 108

Artificial Inteligence Artificial Intelligence Conference Machine Learning 108

AWS Machine Learning - AI

MARCH 11, 2025

OpenAI launched GPT-4o in May 2024, and Amazon introduced Amazon Nova models at AWS re:Invent in December 2024. Large language models (LLMs) are generally proficient in responding to user queries, but they sometimes generate overly broad or inaccurate responses. About FloTorch FloTorch.ai

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Artificial Inteligence Knowledge Base Comparison Generative AI 94

Cloudera

DECEMBER 4, 2024

Today, Artificial Intelligence (AI) and Machine Learning (ML) are more crucial than ever for organizations to turn data into a competitive advantage. To unlock the full potential of AI, however, businesses need to deploy models and AI applications at scale, in real-time, and with low latency and high throughput.

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Artificial Inteligence Architecture Machine Learning Metrics 73

CIO

OCTOBER 6, 2023

Lutz says Salesforce IT will leverage gen AI for basic automation and scripting as part of the migration, but it will also deploy higher-level LLM-based generative AI to handle the health and telemetry of the infrastructure in real-time. Artificial Intelligence, Data Center, Generative AI, IT Operations, Red Hat

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Generative AI Artificial Inteligence Data Center Operating System 211

O'Reilly Media - Data

FEBRUARY 28, 2018

This is the third and final installment in this blog series comparing two leading open source natural language processing software libraries: John Snow Labs’ NLP for Apache Spark and Explosion AI’s spaCy. Training scalability. Scalability difference is significant. Scalability.

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Scalability Performance Comparison Training 222

TechCrunch

NOVEMBER 22, 2021

Berlin-based Jina.ai , an open-source startup that uses neural search to help its users find information in their unstructured data (including videos and images), today announced that it has raised a $30 million Series A funding round led by Canaan Partners. New investor Mango Capital, as well as existing investors GGV Capital, SAP.iO

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Artificial Inteligence Open Source Machine Learning Video 236

CIO

OCTOBER 20, 2023

With the power of real-time data and artificial intelligence (AI), new online tools accelerate, simplify, and enrich insights for better decision-making. Embrace scalability One of the most critical lessons from Bud’s journey is the importance of scalability. Artificial Intelligence, Machine Learning

Google Cloud 197

Google Cloud Artificial Inteligence Development Team Review Banking 197

AWS Machine Learning - AI

MARCH 13, 2025

When customers receive incoming calls at their call centers, MaestroQA employs its proprietary transcription technology, built by enhancing open source transcription models, to transcribe the conversations. MaestroQA integrated Amazon Bedrock into their existing architecture using Amazon Elastic Container Service (Amazon ECS).

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Generative AI CTO Coach AWS Artificial Inteligence 104

AWS Machine Learning - AI

NOVEMBER 15, 2024

Principal also used the AWS open source repository Lex Web UI to build a frontend chat interface with Principal branding. Model monitoring of key NLP metrics was incorporated and controls were implemented to prevent unsafe, unethical, or off-topic responses. He lives with his wife (Tina) and dog (Figaro), in New York, NY.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

CIO

AUGUST 5, 2024

However, to avoid the risk of reidentification or breach of privacy when using that data in a large language model (LLM), it is important to implement several risk mitigation strategies.

Healthcare 186

Healthcare Artificial Inteligence Technical Review Software Review 186

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 106

Generative AI AWS Enterprise Artificial Inteligence 106

The Crazy Programmer

MARCH 15, 2021

Average number of job openings (as per search on Indeed.com): 12,446 in US. It is a very versatile, platform independent and scalable language because of which it can be used across various platforms. Python is a high-level, interpreted, general purpose programming language. It is highly scalable and easy to learn.

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Programming Open Source Trends Quality Assurance 317

TechCrunch

APRIL 20, 2023

Fast-forward to today and CoreWeave provides access to over a dozen SKUs of Nvidia GPUs in the cloud, including H100s, A100s, A40s and RTX A6000s, for use cases like AI and machine learning, visual effects and rendering, batch processing and pixel streaming. ” It’ll also be put toward expanding CoreWeave’s team.

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Artificial Inteligence Cloud Generative AI Google Cloud 244

CIO

DECEMBER 1, 2023

Since its origins in the early 1970s, LexisNexis and its portfolio of legal and business data and analytics services have faced competitive threats heralded by the rise of the Internet, Google Search, and open source software — and now perhaps its most formidable adversary yet: generative AI, Reihl notes. We will pick the optimal LLM.

Generative AI 193

Generative AI Artificial Inteligence ChatGPT Azure 193

AWS Machine Learning - AI

JULY 24, 2024

This post is a joint collaboration between Salesforce and AWS and is being cross-published on both the Salesforce Engineering Blog and the AWS Machine Learning Blog. These models are designed to provide advanced NLP capabilities for various business applications. Salesforce, Inc.

Artificial Inteligence 122

Artificial Inteligence Performance Open Source Machine Learning 122

O'Reilly Media - Data

OCTOBER 31, 2019

Opening keynote. Jeff Dean explains why Google open-sourced TensorFlow and discusses its progress. Watch “ Opening keynote “ Accelerating ML at Twitter. Theodore Summe offers a glimpse into how Twitter employs machine learning throughout its product.

Artificial Inteligence 246

Artificial Inteligence Machine Learning IoT Open Source 246

CIO

SEPTEMBER 21, 2023

This is where large language models get me really excited. AI vendor management Only the biggest companies are going to build or manage their own AI models, and even those will rely on vendors to provide most of the AI they use. “You Open-source AI Open source has long been a driver of innovation in the AI space.

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Artificial Inteligence Enterprise Trends Open Source 195

John Snow Labs

AUGUST 22, 2023

The new release delivers material speedups for calculating text embeddings, a critical step in populating vector databases for RAG LLM and Semantic Search applications. Spark NLP provides the fastest calculation of such embeddings currently available to the open-source community, as well as a set of pre-trained, state-of-the-art models.

Artificial Inteligence 98

Artificial Inteligence Scalability Applications Open Source 98

CIO

AUGUST 11, 2023

Aman Bhullar, CIO of Los Angeles County Registrar-Recorder/County Clerk, has heeded the call, having led a widespread overhaul of antiquated voting infrastructure just in time for the contentious 2020 presidential election — a transformation rich in open source software to ensure other counties can benefit from his team’s work.

Open Source 148

Open Source Cloud Weak Development Team Government 148

TechCrunch

MAY 3, 2023

That approach doesn’t work anymore in the age of large language models (LLMs) because the number of assets is growing too quickly (in part because so much of it is machine-generated) and because the overall AI landscape is changing so quickly, standard access controls aren’t able to capture these changes quickly enough.

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Government Artificial Inteligence Data CTO Coach 174