Unite.AI

JULY 8, 2024

As artificial intelligence continues to advance, its ability to generate highly optimized code not only promises greater efficiency but also challenges traditional software development methods. Meta's latest achievement, the Large Language Model (LLM) Compiler , is a significant advancement in this field.

LLM 200

LLM Large Language Models Software Development Software Engineer 200

Marktechpost

AUGUST 10, 2024

Large Language Models (LLMs) have significantly impacted software engineering, primarily in code generation and bug fixing. These models leverage vast training data to understand and complete code based on user input.

Software Engineer 111

Software Engineer LLM Large Language Models Categorization 111

Unite.AI

NOVEMBER 20, 2024

The growth of autonomous agents by foundation models (FMs) like Large Language Models (LLMs) has reform how we solve complex, multi-step problems. These agents perform tasks ranging from customer support to software engineering, navigating intricate workflows that combine reasoning, tool use, and memory.

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LLM AI AI DevOps 182

AWS Machine Learning Blog

JANUARY 28, 2025

Evaluating large language models (LLMs) is crucial as LLM-based systems become increasingly powerful and relevant in our society. Rigorous testing allows us to understand an LLMs capabilities, limitations, and potential biases, and provide actionable feedback to identify and mitigate risk.

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LLM Large Language Models ML Algorithm 95

Marktechpost

MARCH 2, 2024

Large Language Models (LLMs) have emerged as a powerful ally for developers, promising to revolutionize how coding tasks are approached. Tools like CodeXGLUE and datasets like HumanEval have been instrumental in benchmarking LLM capabilities in these domains.

Software Engineer 103

Software Engineer Large Language Models Software Development LLM 103

Marktechpost

SEPTEMBER 30, 2023

A revolution in the field of coding work automation has been brought about by introducing Large Language Models (LLMs), such as GPT-3. These models have extraordinary generative skills and have opened the path for the creation of Replit, GitHub Copilot, and Amazon Code Whisperer. Check out the Paper.

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Large Language Models Software Engineer Automation LLM 131

NVIDIA

NOVEMBER 12, 2024

1 The consulting giants’ initiatives and activities include: Accenture has established the Accenture NVIDIA Business Group and will provide solutions and services incorporating a Japanese large language model (LLM), which uses NVIDIA NIM and NVIDIA NeMo, as a Japan-specific offering.

Robotics 119

Robotics Software Engineer Large Language Models Generative AI 119

Flipboard

MARCH 31, 2025

Agentic design An AI agent is an autonomous, intelligent system that uses large language models (LLMs) and other AI capabilities to perform complex tasks with minimal human oversight. Flows CrewAI Flows provide a structured, event-driven framework to orchestrate complex, multi-step AI automations seamlessly.

LLM 177

LLM Automation Generative AI AI Automation 177

Marktechpost

AUGUST 12, 2024

The advent of Large Language Models (LLMs) offers a potential solution to this enduring problem. However, there are several concerns when applying LLMs to mainframe modernization. Challenges in Using LLMs for Mainframe Modernization : 1. FPT Software AI Center has supported us in this content/article.

Large Language Models 111

Large Language Models LLM Software Engineer Software Development 111

Marktechpost

AUGUST 12, 2024

In software engineering, detecting vulnerabilities in code is a crucial task that ensures the security & reliability of software systems. If left unchecked, vulnerabilities can lead to significant security breaches, compromising the integrity of software and the data it handles.

Large Language Models 107

Large Language Models Data Scarcity Software Engineer LLM 107

Unite.AI

MARCH 23, 2025

Reliance on third-party LLM providers could impact operational costs and scalability. Perron has a background in software engineering and artificial intelligence, and he has led Botpress in integrating large language models (LLMs) into its platform to enhance conversational AI capabilities.

AI Chatbots 271

AI Chatbots Chatbots AI AI 271

Marktechpost

MAY 27, 2024

Symflower has recently introduced DevQualityEval , an innovative evaluation benchmark and framework designed to elevate the code quality generated by large language models (LLMs). This release will allow developers to assess and improve LLMs’ capabilities in real-world software development scenarios.

Large Language Models 110

Large Language Models Software Development Software Engineer LLM 110

Unite.AI

SEPTEMBER 11, 2023

With Large Language Models (LLMs) like ChatGPT, OpenAI has witnessed a surge in enterprise and user adoption, currently raking in around $80 million in monthly revenue. Last time we delved into AutoGPT and GPT-Engineering , the early mainstream open-source LLM-based AI agents designed to automate complex tasks.

Python 328

Python Software Development OpenAI Software Engineer 328

Marktechpost

SEPTEMBER 11, 2024

Large Language Models (LLMs) have revolutionized software engineering, demonstrating remarkable capabilities in various coding tasks. Efficiency: Each agent is optimized to manage processes with varying levels of complexity, requiring different degrees of intelligence from LLMs.

Software Engineer 111

Software Engineer Software Development Large Language Models LLM 111

Unite.AI

SEPTEMBER 27, 2023

The success of ChatGPT opened many opportunities across industries, inspiring enterprises to design their own large language models. 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.

Generative AI 304

Generative AI Large Language Models Prompt Engineer Prompt Engineering 304

Marktechpost

JUNE 6, 2023

Over the past few years, AI has caused seismic shifts in the software engineering industry. Basic source code analysis is at the heart of the machine learning-based methodologies that have traditionally been used for code intelligence jobs in software engineering.

Large Language Models 103

Large Language Models AI Researcher AI Research Software Engineer 103

Marktechpost

JULY 30, 2024

Large language models (LLMs) have emerged as powerful tools in artificial intelligence, demonstrating remarkable capabilities in understanding and generating text. However, the application of LLMs to real-world big data presents significant challenges, primarily due to the enormous costs involved.

Large Language Models 107

Large Language Models Neural Network Data Analysis Software Engineer 107

Marktechpost

MARCH 26, 2024

Large language models (LLMs) have proven success in various tasks in the software engineering domain, such as generating code and documentation, translating code between programming languages, writing unit tests, and detecting and fixing bugs. If you like our work, you will love our newsletter.

Large Language Models 99

Large Language Models Neural Network Software Engineer Machine Learning 99

Unite.AI

AUGUST 25, 2023

This breakthrough large language model (LLM) promises to redefine the way we approach coding tasks. Revolutionizing Code Generation Code Llama is not just any LLM. It stands as the pinnacle for publicly available LLMs geared towards coding tasks. Here's a deep dive into what Code Llama brings to the table.

Python 244

Python Software Engineer Large Language Models LLM 244

Flipboard

FEBRUARY 25, 2025

This trend is reflected in programmers embrace of products such as GitHub Copilot and Cursor , which let them call on generative AI to fill in some of the specific code as they tackle a projectessentially a fancy form of autocomplete for software engineering. announced on Monday ).

Software Development 126

Software Development Software Engineer AI AI 126

Marktechpost

AUGUST 11, 2024

Large Language Models (LLMs) have demonstrated exceptional performance on isolated code tasks, such as HumanEval and MBPP, but they struggle significantly when faced with the challenge of handling entire code repositories. Check out the Paper and GitHub.

Artificial Intelligence 120

Artificial Intelligence Artificial Intelligence LLM Software Engineer 120

Unite.AI

MAY 8, 2024

The initial years were intense yet rewarding, propelling his growth to become an Engineering Team Lead. Driven by his aspiration to work with a tech giant, he joined Google in 2022 as a Senior Software Engineer, focusing on the Google Assistant team (later Google Bard). He then moved to Perplexity as the Head of Search.

Machine Learning 298

Machine Learning Software Engineer Large Language Models Data Analysis 298

Towards AI

MARCH 15, 2024

Photo by Martin Martz on Unsplash A new trend has recently reshaped our approach to building software applications: the rise of large language models (LLMs) and their integration into software development. Let’s look at LLM-powered application characters first.

Large Language Models 105

Large Language Models LLM Software Engineer Prompt Engineer 105

AWS Machine Learning Blog

FEBRUARY 21, 2025

Fine-tuning a pre-trained large language model (LLM) allows users to customize the model to perform better on domain-specific tasks or align more closely with human preferences. Continuous fine-tuning also enables models to integrate human feedback, address errors, and tailor to real-world applications.

LLM 79

LLM AI AI Data Scientist 79

Flipboard

FEBRUARY 10, 2025

Agentic design vs. traditional software design Agentic systems offer a fundamentally different approach compared to traditional software, particularly in their ability to handle complex, dynamic, and domain-specific challenges. DeepSeek-R1 is an advanced LLM developed by the AI startup DeepSeek.

LLM 161

LLM AI AI Python 161

Unite.AI

NOVEMBER 1, 2023

It's common for software developers to base decisions on intuition rather than consultation, depending on the complexity of the problem. Today, we're going to discuss ChatDev, a Large Language Model (LLM) based, innovative approach that aims to revolutionize the field of software development.

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Software Development Large Language Models LLM Natural Language Processing 264

AWS Machine Learning Blog

APRIL 1, 2025

Understanding Constitutional AI Constitutional AI is designed to align large language models (LLMs) with human values and ethical considerations. It works by integrating a set of predefined rules, principles, and constraints into the LLMs core architecture and training process. with st.spinner(f"Generating."): .

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LLM Data Scientist Data Science Generative AI 104

AWS Machine Learning Blog

NOVEMBER 26, 2024

Large language models (LLMs) have come a long way from being able to read only text to now being able to read and understand graphs, diagrams, tables, and images. In this post, we discuss how to use LLMs from Amazon Bedrock to not only extract text, but also understand information available in images.

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Convolutional Neural Networks LLM Metadata Explainability 97

Marktechpost

FEBRUARY 26, 2025

This has led to a growing need for more adaptive and context-aware systems that can learn from the complete evolution of software projects rather than isolated snapshots. Meta AI introduces SWE-RL: an AI approach designed to enhance the reasoning capabilities of large language models (LLMs) for real-world software engineering tasks.

Software Engineer 72

Software Engineer LLM Large Language Models Software Development 72

AWS Machine Learning Blog

OCTOBER 16, 2024

The following were some initial challenges in automation: Language diversity – The services host both Dutch and English shows. Some local shows feature Flemish dialects, which can be difficult for some large language models (LLMs) to understand.

Metadata 111

Metadata Automation Generative AI AI 111

Marktechpost

FEBRUARY 23, 2025

Recent studies have addressed this gap by introducing benchmarks that evaluate AI agents on various software engineering and machine learning tasks. A six-level framework categorizes AI research agent capabilities, with MLGym-Bench focusing on Level 1: Baseline Improvement, where LLMs optimize models but lack scientific contributions.

AI Researcher 91

AI Researcher AI Research Software Engineer AI 91

Towards AI

NOVEMBER 15, 2024

Generated with Microsoft Designer With the second anniversary of the ChatGPT earthquake right around the corner, the rush to build useful applications based on large language models (LLMs) of its like seems to be in full force. I believe they are highly relevant to other LLM based applications just as much.

LLM 115

LLM Auto-complete Software Engineer Automation 115

AWS Machine Learning Blog

FEBRUARY 20, 2025

The approach When creating an interactive agent using large language models (LLMs), two common approaches are RAG and model fine-tuning. LLM linguistics Although appropriate context can be retrieved from enterprise data sources, the underlying LLM manages the linguistics and fluency.

Generative AI 104

Generative AI LLM Auto-classification Categorization 104

AWS Machine Learning Blog

NOVEMBER 7, 2023

Large language models (LLMs) with their broad knowledge, can generate human-like text on almost any topic. Without continued learning, these models remain oblivious to new data and trends that emerge after their initial training. To use this service, simply set up the environment via the AWS Cloud9 console.

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Large Language Models Generative AI LLM AI 113

AWS Machine Learning Blog

APRIL 10, 2023

You don’t have to be an expert in machine learning (ML) to appreciate the value of large language models (LLMs). ML practitioners keep improving the accuracy and capabilities of these models. This is particularly useful for large language models.

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Large Language Models Deep Learning Software Development Python 84

Marktechpost

JULY 11, 2024

Software engineering is a dynamic field focused on the systematic design, development, testing, and maintenance of software systems. Recently, advancements in large language models (LLMs) have revolutionized these processes, enabling more sophisticated automation of software development tasks.

Software Development 103

Software Development Software Engineer Large Language Models LLM 103

AWS Machine Learning Blog

NOVEMBER 12, 2024

In this blog post, we demonstrate prompt engineering techniques to generate accurate and relevant analysis of tabular data using industry-specific language. This is done by providing large language models (LLMs) in-context sample data with features and labels in the prompt.

ESG 99

ESG Generative AI LLM Prompt Engineer 99