Towards AI

NOVEMBER 14, 2024

This week, I am super excited to finally announce that we released our first independent industry-focus course: From Beginner to Advanced LLM Developer. It is a one-stop conversion for software developers, machine learning engineers, data scientists, or AI/Computer Science students. Check the course here!

LLM 116

LLM Machine Learning Python Prompt Engineer 116

Ehud Reiter

MARCH 13, 2025

Even the better venues (like the Economist) highlight LLM benchmarks which have little relevance to how people actually use LLMs ( blog ). I guess the focus of media/etc is on attracting eyeballs instead of educating people… Anyways, below are a few suggestions on how people perhaps could assess whether LLMs can help them.

LLM 150

LLM Software Development Prompt Engineer Prompt Engineering 150

Unite.AI

JULY 8, 2024

The quest for efficiency and speed remains vital in software development. 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.

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LLM Large Language Models Software Development Software Engineer 200

Ehud Reiter

MARCH 26, 2025

I recently talked to a journalist about LLM benchmarks, expressing my frustration with the current situation. Standard benchmarks are an essential tool for guiding the development of models. For example, very few people use LLMs to solve math problems (MATH, GSM8K, etc) or to answer complex scientific questions (MMLU, GPQA, etc).

Software Development 111

Software Development LLM AI AI 111

AWS Machine Learning Blog

JUNE 11, 2024

Amazon Q Developer is an AI-powered assistant for software development that reimagines the experience across the entire software development lifecycle, making it faster to build, secure, manage, and optimize applications on or off of AWS. You can accept the plan or ask the agent to iterate on it.

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Software Development LLM Python Large Language Models 135

AWS Machine Learning Blog

FEBRUARY 21, 2025

Similar to how a customer service team maintains a bank of carefully crafted answers to frequently asked questions (FAQs), our solution first checks if a users question matches curated and verified responses before letting the LLM generate a new answer. No LLM invocation needed, response in less than 1 second.

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LLM Large Language Models Natural Language Processing Machine Learning 120

Unite.AI

APRIL 25, 2024

Recent innovations include the integration and deployment of Large Language Models (LLMs), which have revolutionized various industries by unlocking new possibilities. More recently, LLM-based intelligent agents have shown remarkable capabilities, achieving human-like performance on a broad range of tasks.

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LLM Large Language Models Software Development BERT 200

Analytics Vidhya

NOVEMBER 22, 2023

Introduction Embark on a thrilling journey into the future of software development with ‘Launching into Autogen: Exploring the Basics of a Multi-Agent Framework.’

Software Development 306

Software Development LLM ChatGPT OpenAI 306

NVIDIA

DECEMBER 24, 2024

LLM-powered chatbots have transformed computing from basic, rule-based interactions to dynamic conversations. Introduced in March, ChatRTX is a demo app that lets users personalize a GPT LLM with their own content, such as documents, notes and images. For many, tools like ChatGPT were their first introduction to AI.

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LLM Software Development AI AI 132

AWS Machine Learning Blog

MARCH 5, 2025

However, traditional machine learning approaches often require extensive data-specific tuning and model customization, resulting in lengthy and resource-heavy development. Enter Chronos , a cutting-edge family of time series models that uses the power of large language model ( LLM ) architectures to break through these hurdles.

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LLM Machine Learning Natural Language Processing Computer Vision 108

Analytics Vidhya

SEPTEMBER 12, 2024

Introduction Large language model (LLM) agents are the latest innovation boosting workplace business efficiency. Unlike typical task automation, LLM agents can also interpret and generate human-like text. They automate repetitive activities, boost collaboration, and provide useful insights across departments.

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LLM Large Language Models Software Development Automation 143

Marktechpost

JULY 11, 2024

Recently, advancements in large language models (LLMs) have revolutionized these processes, enabling more sophisticated automation of software development tasks. A significant challenge has emerged in the context of automating software engineering tasks. Check out the Paper.

Software Development 104

Software Development Software Engineer Large Language Models LLM 104

AWS Machine Learning Blog

MARCH 25, 2025

In this post, we demonstrate how to enhance enterprise productivity for your large language model (LLM) solution by using the Amazon Q index for ISVs. ISV becoming a data accessor for Amazon Q Business A data accessor is an ISV who has registered with AWS and is authorized to use their customers Amazon Q index for their LLM solution.

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LLM Generative AI Explainability Software Development 91

Marktechpost

SEPTEMBER 9, 2023

The idea of emerging abilities is intriguing because it suggests that with further development of language models, even more complex abilities might arise. However, integrating LLMs into software development is more complex. AskIt can do a wide array of tasks and is a domain-specific language designed for LLMs.

Large Language Models 128

Large Language Models Software Development Prompt Engineer Prompt Engineering 128

Topbots

NOVEMBER 27, 2023

AI has played a supporting role in software development for years, primarily automating tasks like analytics, error detection, and project cost and duration forecasting. However, the emergence of generative AI has reshaped the software development landscape, driving unprecedented productivity gains. Enjoy this article?

Software Development 105

Software Development Generative AI Prompt Engineer Prompt Engineering 105

Flipboard

DECEMBER 26, 2024

This year, IEEE Spectrum readers had a keen interest in all things software: Whats going on in the tumultuous world of open-source, why the sheer size of code is causing security vulnerabilities, and how we need to take seriously the energy costs of inefficient code. Heres hoping the next thirty years brings software bloat under control.

Software Engineer 177

Software Engineer BERT Artificial Intelligence Artificial Intelligence 177

Unite.AI

JANUARY 3, 2025

Why is waste a significant challenge for software development teams, and in what ways can AI reduce it? Waste in software development often stems from inefficiencies like poor prioritization, excessive debugging, or misaligned team efforts. AI will continue to transform business operations in the coming decade.

Data Scientist 130

Data Scientist Software Development Data Science Generative AI 130

Towards AI

JANUARY 6, 2025

Everyone and their granny is talking about the latest open-source LLM model from the folks over at Deepseek, called Deepseek V3. As I write this story, Deepseek V3 is currently sitting in seventh place on the Chatbot Arena leaderboard and is currently the top open-source LLM there.

Software Development 105

Software Development LLM Chatbots AI 105

Marktechpost

SEPTEMBER 19, 2024

LLMs now automate tasks like code generation, debugging, and software testing, reducing human involvement in these repetitive tasks. These approaches are becoming critical in addressing the growing challenges in modern software development.

Software Engineer 137

Software Engineer LLM Software Development Automation 137

O'Reilly Media

MARCH 25, 2025

Lets be real: building LLM applications today feels like purgatory. Weve seen this across dozens of companies, and the teams that break out of this trap all adopt some version of Evaluation-Driven Development (EDD), where testing, monitoring, and evaluation drive every decision from the start. What makes LLM applications so different?

LLM 69

LLM Software Development Prompt Engineer Prompt Engineering 69

AI Weekly

APRIL 11, 2024

We explore how AI can transform roles and boost performance across business functions, customer operations and software development. readwrite.com A survey on large language model based autonomous agents LLMs have shown potential in human-level intelligence, leading to a surge in research on LLM-based autonomous agents.

Robotics 264

Robotics Artificial Intelligence Artificial Intelligence Large Language Models 264

Unite.AI

SEPTEMBER 11, 2023

Last time we delved into AutoGPT and GPT-Engineering , the early mainstream open-source LLM-based AI agents designed to automate complex tasks. Enter MetaGPT — a Multi-agent system that utilizes Large Language models by Sirui Hong fuses Standardized Operating Procedures (SOPs) with LLM-based multi-agent systems.

Python 328

Python Software Development OpenAI Software Engineer 328

AI Weekly

FEBRUARY 29, 2024

We explore how AI can transform roles and boost performance across business functions, customer operations and software development. We explore how AI can transform roles and boost performance across business functions, customer operations and software development.

Artificial Intelligence 264

Artificial Intelligence Artificial Intelligence Software Development Large Language Models 264

Flipboard

FEBRUARY 25, 2025

Our mission, at a high level, is to bring autonomy to software engineering, says Factory CEO Matan Grinberg, who founded the company with CTO Eno Reyes. Software developers of the future will be delegating away some tasks, he says. Factory aims to go beyond the code-autocomplete features offered by tools such as GitHub Copilot.

Software Development 126

Software Development Software Engineer AI AI 126

Unite.AI

NOVEMBER 6, 2024

Key Agent Types: Assistant Agent : An LLM-powered assistant that can handle tasks such as coding, debugging, or answering complex queries. User Proxy Agent : Simulates user behavior, enabling developers to test interactions without involving an actual human user.

Automation 147

Automation Python Software Engineer AI 147

AWS Machine Learning Blog

FEBRUARY 20, 2025

Verisk developed an evaluation tool to enhance response quality. LLM linguistics Although appropriate context can be retrieved from enterprise data sources, the underlying LLM manages the linguistics and fluency. The full conversation summary and new excerpts are input to the LLM to generate the next response.

Generative AI 112

Generative AI LLM Auto-classification Categorization 112

O'Reilly Media

JANUARY 21, 2025

TL;DR: Enterprise AI teams are discovering that purely agentic approaches (dynamically chaining LLM calls) dont deliver the reliability needed for production systems. When an LLM doesnt do what you want, your main recourse is to change the input. LLM deployments in the enterprise.

Conversational AI 114

Conversational AI LLM Automation Software Engineer 114

Towards AI

JANUARY 20, 2025

Much of becoming a great LLM developer and building a great LLM product is about integrating advanced techniques and customization to help an LLM pipeline ultimately cross a threshold where the product is good enough for widescale adoption. It is a programming language-agnostic 1-day LLM Bootcamp designed for developers.

LLM 104

LLM Large Language Models ChatGPT Software Development 104

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. Ensuring ethical use and addressing these biases is crucial for the responsible development of AI-driven programming tools.

Large Language Models 331

Large Language Models Software Engineer Computer Scientist ChatGPT 331

Unite.AI

SEPTEMBER 13, 2024

As the demand for large language models (LLMs) continues to rise, ensuring fast, efficient, and scalable inference has become more crucial than ever. NVIDIA's TensorRT-LLM steps in to address this challenge by providing a set of powerful tools and optimizations specifically designed for LLM inference.

Large Language Models 130

Large Language Models LLM Natural Language Processing Auto-complete 130

Marktechpost

AUGUST 11, 2024

Successfully addressing this challenge is essential for advancing automated software engineering, particularly in enabling LLMs to handle real-world software development tasks that require a deep understanding of large-scale repositories. Check out the Paper and GitHub.

Artificial Intelligence 123

Artificial Intelligence Artificial Intelligence LLM Software Engineer 123

Marktechpost

OCTOBER 12, 2024

A promising application of these models is the development of autonomous multi-agent systems (MAS), which aim to utilize the collective intelligence of multiple LLM-based agents for collaborative problem-solving. Existing methods discussed in this paper include LLM-based MAS and Iterative Refinement of LLMs.

LLM 116

LLM Natural Language Processing Large Language Models Software Development 116

Marktechpost

NOVEMBER 23, 2024

Google Gemini AI Course for Beginners This beginner’s course provides an in-depth introduction to Google’s AI model and the Gemini API, covering AI basics, Large Language Models (LLMs), and obtaining an API key. It’s ideal for those looking to build AI chatbots or explore LLM potentials.

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DevOps Data Analysis Large Language Models Generative AI 108

Marktechpost

AUGUST 10, 2024

However, their application in requirement engineering, a crucial aspect of software development, remains underexplored. Software engineers have shown reluctance to use LLMs for higher-level design tasks due to concerns about complex requirement comprehension.

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Software Engineer LLM Large Language Models Categorization 113

IBM Journey to AI blog

SEPTEMBER 3, 2024

“This is across all industries and disciplines, from transforming HR processes and marketing transformations through branded content to contact centers or software development.” Imagine a telecommunications company where an agentic workflow orchestrated by an LLM efficiently manages customer support inquiries.

Generative AI 308

Generative AI LLM Large Language Models AI 308

AWS Machine Learning Blog

JANUARY 7, 2025

However, the industry is seeing enough potential to consider LLMs as a valuable option. The following are a few potential benefits: Improved accuracy and consistency LLMs can benefit from the high-quality translations stored in TMs, which can help improve the overall accuracy and consistency of the translations produced by the LLM.

Large Language Models 108

Large Language Models Prompt Engineer Prompt Engineering Metadata 108

Towards AI

JANUARY 20, 2025

LLMs are moving so fast, with updates being released almost every day; what you need is an intuitive framework, and just like LLMs, you need enough context to know what developments are relevant to you and your use case so you can make the most out of this transformative technology. Find information on the course page!

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Generative AI Software Development ChatGPT LLM 98