IBM Journey to AI blog

FEBRUARY 13, 2024

For example, organizations can use generative AI to: Quickly turn mountains of unstructured text into specific and usable document summaries, paving the way for more informed decision-making. Automate tedious, repetitive tasks. Imagine training a generative AI model on a dataset of only romance novels.

Generative AI 354

Generative AI AI AI Chatbots 354

AI Weekly

MARCH 28, 2024

We explore how AI can transform roles and boost performance across business functions, customer operations and software development. billion into AI company Anthropic Amazon said on Wednesday it is pouring an additional $2.75 therobotreport.com Applied use cases US farms are making an urgent push into AI.

Robotics 211

Robotics Artificial Intelligence Artificial Intelligence Large Language Models 211

AWS Machine Learning Blog

JUNE 25, 2024

Generative AI models offer advantages with pre-trained language understanding, prompt engineering, and reduced need for retraining on label changes, saving time and resources compared to traditional ML approaches. You can further fine-tune a generative AI model to tailor the model’s performance to your specific domain or task.

Automation 119

Automation Prompt Engineer Prompt Engineering Categorization 119

Unite.AI

AUGUST 1, 2024

The short answer is no, but as AI research accelerates the right question to ask is, “How can we balance AGI ambition with realistic expectations ?” Adam highlighted that increased automation from AGI will shift human roles rather than eliminate them, leading to faster economic growth and more efficient productivity.

Software Development 200

Software Development Software Engineer Automation Large Language Models 200

IBM Journey to AI blog

AUGUST 9, 2024

Generative AI (gen AI) is artificial intelligence that responds to a user’s prompt or request with generated original content, such as audio, images, software code, text or video. Gen AI models are trained on massive volumes of raw data.

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Unite.AI

JUNE 28, 2024

We also look at how these strengths can be applied in real-world scenarios, showcasing the model's potential in various use cases. For instance, in an MMLU scenario, an AI might be asked to explain the fundamental principles of machine learning algorithms like decision trees and neural networks.

Software Development 162

Software Development AI AI Neural Network 162

NVIDIA

NOVEMBER 12, 2024

Japanese AI Pioneers to Power Homegrown Innovation Putting Japan in a position to become a global AI leader begins with AI-driven language models. Japanese tech leaders are developing advanced AI models that can better interpret Japanese cultural and linguistic nuances.

Robotics 112

Robotics AI AI Automation 112

IBM Journey to AI blog

AUGUST 12, 2024

The integration of generative AI, particularly LLMs, offers transformative potential to automate compliance processes, detect anomalies, and provide comprehensive insights into regulatory requirements. Financial institutions are prioritizing the integration of AI to address pressing challenges and enhance their competitive edge.

Automation 162

Automation Generative AI AI AI 162

IBM Journey to AI blog

DECEMBER 8, 2023

But what exactly defines a SDV, and what is the architectural foundation behind the car that provides connectivity, automation and personalization? The SDV separates hardware from software, allowing for updates and upgrades, automation or autonomy and constant connectivity.

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Automation Data Platform Software Development AI Engineer 229

Marktechpost

JUNE 19, 2024

In recent years, generative AI has surged in popularity, transforming fields like text generation, image creation, and code development. Its ability to automate and enhance creative tasks makes it a valuable skill for professionals across industries.

Artificial Intelligence 122

Artificial Intelligence Artificial Intelligence Prompt Engineer Prompt Engineering 122

Unite.AI

NOVEMBER 13, 2024

The answer lies leveraging AI to reimage, optimize, and automate existing processes and operations. For example, one of the ways an AI driven predictive analytics solution can save costs is by identifying high-risk patients, suggesting and implementing targeted interventions, and reducing hospital readmissions.

Software Development 264

Software Development Continuous Learning Automation Generative AI 264

Marktechpost

APRIL 4, 2024

The field of software development is evolving rapidly, and the integration of artificial intelligence (AI) with coding practices is poised to transform the way developers work on their projects. Against this backdrop, there is a new project called Plandex that aims to simplify the process of building complex software.

Software Development 106

Software Development OpenAI Automation Artificial Intelligence 106

Unite.AI

NOVEMBER 14, 2023

The era of manually crafting code is giving way to AI-driven systems, trained instead of programmed, signifying a fundamental change in software development. The mundane tasks of programming may soon fall to AI, reducing the need for deep coding expertise. The post Will Large Language Models End Programming?

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Large Language Models Software Engineer Computer Scientist ChatGPT 331

NVIDIA

AUGUST 20, 2024

To help automate tollbooths across India, Calsoft , an Indian-American technology company, helped implement a broad range of NVIDIA technologies integrated with the country’s dominant payment system, known as the unified payments interface, or UPI, for a client. Manual tollbooths demand more time and labor compared to automated ones.

Automation 112

Automation Software Development AI Modeling AI 112

Marktechpost

MARCH 14, 2024

Existing tools in AI-assisted programming have offered valuable support by simplifying aspects like code completion and problem identification. However, they need a holistic approach to software development. Devin , with its advanced capabilities, bridges this gap.

Software Engineer 131

Software Engineer Software Development Artificial Intelligence Artificial Intelligence 131

Unite.AI

NOVEMBER 17, 2023

During the coding and testing phases, AI algorithms can detect vulnerabilities that human developers might miss. Below, I am listing several ways in which AI can assist developers in creating secure apps. Automated Code Review and Analysis AI can review and analyze code for potential vulnerabilities.

Artificial Intelligence 299

Artificial Intelligence Artificial Intelligence DevOps Automation 299

IBM Journey to AI blog

AUGUST 11, 2023

It advances the scalability of ML in real-world applications by using algorithms to improve model performance and reproducibility. MLOps aims to streamline the time and resources it takes to run data science models using automation, ML and iterative improvements on each model version. What is MLOps?

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Data Science DevOps Machine Learning Data Scientist 188

Unite.AI

NOVEMBER 21, 2023

Training models have become more user-friendly, and the rise of open-source models has reduced resource requirements. Secondly, the development of tools that simplify AI interactions, such as automated prompt generation and vector databases for document retrieval, has made AI more approachable for a broader range of organizations.

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Generative AI Data Analysis AI AI 227

Towards AI

NOVEMBER 4, 2024

Last Updated on November 4, 2024 by Editorial Team Author(s): Myra Roldan Originally published on Towards AI. Anthropic Claude Computer Use Anthropic’s latest update to their AI models, Claude 3.5 Sonnet and Claude 3.5 Haiku, has introduced a new feature called “computer use.”

Software Development 101

Software Development AI AI Generative AI 101

AWS Machine Learning Blog

AUGUST 22, 2024

With AI-powered analysis, the process of reviewing an average file of a few hundred pages is reduced to minutes with Discovery Navigator. It employs sophisticated AI to extract medical information from records, providing users with structured information that can be easily reviewed and uploaded into their claims management system.

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Generative AI Auto-complete Software Development Automation 105

Marktechpost

MAY 21, 2024

Generative AI models, particularly Large Language Models (LLMs), have seen a surge in adoption across various industries, transforming the software development landscape. Historically, symbolic programming has dominated, where developers use symbolic code to express logic for tasks or problem-solving.

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Neural Network LLM Prompt Engineer Prompt Engineering 110

Unite.AI

MARCH 13, 2024

LLMs can provide a more systematic and automated way to reduce flaws and strengthen software security. This leads to a second advantage of AI: Efficiency. Automating the process of fixing software vulnerabilities helps minimize the window of vulnerability for those hoping to exploit them.

Large Language Models 147

Large Language Models Software Development Automation Generative AI 147

Unite.AI

FEBRUARY 23, 2024

Prompt engineering is the art and science of crafting inputs (or “prompts”) to effectively guide and interact with generative AI models, particularly large language models (LLMs) like ChatGPT. teaches students to automate document handling and data extraction, among other skills.

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Prompt Engineer Prompt Engineering Large Language Models ChatGPT 272

Unite.AI

MAY 6, 2024

They can automate tasks, optimize processes, and empower individuals or small teams to achieve remarkable feats. The bulk of Persistent Systems business comes from building software for enterprises, how has the advent of generative AI transformed how your team operates?

Automation 147

Automation Software Engineer Generative AI Software Development 147

Marktechpost

NOVEMBER 3, 2023

In today’s fast-paced world of software development, one of the key challenges enterprises face is the need to code quickly and accurately. Developers often grapple with complex coding tasks, and finding practical solutions can be a time-consuming process. for AI model development, watsonx.

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Automation Software Development AI AI 108

ODSC - Open Data Science

OCTOBER 17, 2024

AI is rapidly transforming industries, and a significant part of this evolution comes from startups that are pushing the boundaries of what’s possible. These start-ups are leading the charge by offering cutting-edge AI-driven solutions to address complex problems.

Software Development 40

Software Development Automation AI AI 40

Unite.AI

JUNE 19, 2024

Sergey’s dedication to collaborating with leadership and his strong technical vision has facilitated enhancements to IntelePeer’s Smart Automation products and solutions with the latest AI tools while leading the communications automation platform (CAP) category and improving business insights and analytics in support of IntelePeer’s AI mission.

Automation 130

Automation Large Language Models Generative AI LLM 130

IBM Journey to AI blog

DECEMBER 15, 2023

The diversity and accessibility of open-source AI allow for a broad set of beneficial use cases, like real-time fraud protection, medical image analysis, personalized recommendations and customized learning. This availability makes open-source projects and AI models popular with developers, researchers and organizations.

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AI Tools Deep Learning Computer Vision Python 222

Unite.AI

SEPTEMBER 27, 2023

Having been there for over a year, I've recently observed a significant increase in LLM use cases across all divisions for task automation and the construction of robust, secure AI systems. Every financial service aims to craft its own fine-tuned LLMs using open-source models like LLAMA 2 or Falcon.

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Generative AI Large Language Models Prompt Engineer Prompt Engineering 304

Unite.AI

MARCH 20, 2024

With the advent of generative models, particularly transformer-like models, we predicted a pivotal shift in the industry. We observed that, in a world increasingly dominated by generative AI models, the value for end users would not merely lie in providing infrastructure. But the success doesn’t just lie in the numbers.

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Software Development Deep Learning Data Scientist Automation 130

Chatbots Life

OCTOBER 7, 2024

Generative AI programming tools offer developers a powerful way to enhance productivity, streamline workflows, and explore new possibilities. These tools leverage machine learning to automate tasks, suggest code snippets, and even generate entire functions. Custom Model Training: Allows you to train your own custom models.

Generative AI 75

Generative AI Machine Learning AI AI 75

TheSequence

NOVEMBER 17, 2024

📝 Editorial: The Toughest Math Benchmark Ever Built Mathematical reasoning is often considered one of the most critical abilities of foundational AI models and serves as a proxy for general problem-solving. This means that AI models cannot rely on pattern matching or brute-force approaches to arrive at the correct answer.

Large Language Models 59

Large Language Models Python Generative AI Automation 59

Pickl AI

NOVEMBER 6, 2024

Summary : Prompt engineering is a crucial practice in Artificial Intelligence that involves designing specific prompts to guide Generative AI models. This discipline is essential for optimising human-AI interactions. As of 2024, the global AI market is projected to reach $1.5 What is Prompt Engineering?

Prompt Engineer 52

Prompt Engineer Prompt Engineering Artificial Intelligence Artificial Intelligence 52

NVIDIA

MAY 21, 2024

ORT and DirectML are high-performance tools used to run AI models locally on Windows PCs. WebNN, an application programming interface for web developers to deploy AI models, is now accelerated with RTX via DirectML, enabling web apps to incorporate fast, AI-powered capabilities.

Generative AI 122

Generative AI AI AI Large Language Models 122

Unite.AI

SEPTEMBER 4, 2024

The Claude Enterprise Plan is an advanced offering that allows organizations to securely integrate AI capabilities into their workflows using internal knowledge. This plan is built on the foundation of Claude, Anthropic's sophisticated AI model, but with enhanced features tailored for enterprise use.

DevOps 147

DevOps Large Language Models Automation Software Development 147

Unite.AI

DECEMBER 5, 2023

As a result, it's critical that we start thinking about where and how to reskill the workforce for an age of AI-powered software. The Impact of AI on the workforce AI is already having a significant impact on the workforce. According to a study by PwC , up to 30% of jobs in the UK could be automated by the early 2030s.

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AI AI AI Tools Natural Language Processing 312

Marktechpost

NOVEMBER 11, 2024

In the world of software development, there is a constant need for more intelligent, capable, and specialized coding language models. While existing models have made significant strides in automating code generation, completion, and reasoning, several issues persist. Don’t Forget to join our 55k+ ML SubReddit.

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Large Language Models Software Development Python Automation 85