Flipboard

JUNE 6, 2023

Despite the buzz surrounding it, the prominence of prompt engineering may be fleeting. A more enduring and adaptable skill will keep enabling us to harness the potential of generative AI? It is called problem formulation — the ability to identify, analyze, and delineate problems.

Prompt Engineering 171

Prompt Engineering Prompt Engineer Generative AI AI 171

Marktechpost

NOVEMBER 16, 2024

Its ability to automate and enhance creative tasks makes it a valuable skill for professionals across industries. It covers how generative AI works, its applications, and its limitations, with hands-on exercises for practical use and effective prompt engineering.

Artificial Intelligence 103

Artificial Intelligence Artificial Intelligence Prompt Engineer Prompt Engineering 103

Flipboard

JUNE 27, 2023

There is no doubt that even in the era of prompt engineering, software developers are still relevant to solve problems that these automated platforms …

Prompt Engineering 123

Prompt Engineering Prompt Engineer Software Development Automation 123

Flipboard

SEPTEMBER 15, 2023

The OPRO program automates the task of trying different prompts that get closer to solving a task. You've just figured out your next career move: …

Prompt Engineering 178

Prompt Engineering Prompt Engineer Automation AI 178

AWS Machine Learning Blog

FEBRUARY 14, 2024

It enables you to privately customize the FMs with your data using techniques such as fine-tuning, prompt engineering, and Retrieval Augmented Generation (RAG), and build agents that run tasks using your enterprise systems and data sources while complying with security and privacy requirements.

Prompt Engineering 138

Prompt Engineering Prompt Engineer Chatbots Generative AI 138

Marktechpost

MARCH 4, 2024

The system iteratively refines prompts, akin to curriculum learning, generating challenging cases to align with user intent efficiently. In conclusion, the IPC system automates prompt engineering by combining synthetic data generation and prompt optimization modules, iteratively refining prompts using prompting LLMs until convergence.

Prompt Engineering 102

Prompt Engineering Prompt Engineer LLM Automation 102

IBM Journey to AI blog

JUNE 14, 2023

Sometimes the problem with artificial intelligence (AI) and automation is that they are too labor intensive. Starting from this foundation model, you can start solving automation problems easily with AI and using very little data—in some cases, called few-shot learning, just a few examples.

Automation 258

Automation Neural Network Natural Language Processing AI 258

Towards AI

JUNE 9, 2024

Hands-On Prompt Engineering for LLMs Application Development Once such a system is built, how can you assess its performance? Automating Evaluation Metrics1.3. Last Updated on June 10, 2024 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Incremental Development of Test Sets1.2.

Prompt Engineering 103

Prompt Engineering Prompt Engineer LLM Machine Learning 103

Towards AI

MAY 6, 2024

Validating Output from Instruction-Tuned LLMs Checking outputs before showing them to users can be important for ensuring the quality, relevance, and safety of the responses provided to them or used in automation flows. In this article, we will learn how to use the Moderation API by OpenAI to ensure safety and free of harassment output.

Prompt Engineering 96

Prompt Engineering Prompt Engineer LLM OpenAI 96

Flipboard

MARCH 4, 2025

This solution automates portions of the WAFR report creation, helping solutions architects improve the efficiency and thoroughness of architectural assessments while supporting their decision-making process. The quality of prompt (the system prompt, in this case) has significant impact on the model output.

Generative AI 157

Generative AI Prompt Engineering Prompt Engineer AI 157

ODSC - Open Data Science

SEPTEMBER 19, 2023

Prompt engineers are responsible for developing and maintaining the code that powers large language models or LLMs for short. But to make this a reality, prompt engineers are needed to help guide large language models to where they need to be. But what exactly is a prompt engineer ?

Prompt Engineering 98

Prompt Engineering Prompt Engineer Large Language Models Software Engineer 98

ODSC - Open Data Science

OCTOBER 3, 2023

Who hasn’t seen the news surrounding one of the latest jobs created by AI, that of prompt engineering ? If you’re unfamiliar, a prompt engineer is a specialist who can do everything from designing to fine-tuning prompts for AI models, thus making them more efficient and accurate in generating human-like text.

Prompt Engineering 97

Prompt Engineering Prompt Engineer Large Language Models Data Science 97

ODSC - Open Data Science

AUGUST 29, 2023

With that said, companies are now realizing that to bring out the full potential of AI, prompt engineering is a must. So we have to ask, what kind of job now and in the future will use prompt engineering as part of its core skill set?

Prompt Engineering 98

Prompt Engineering Prompt Engineer Large Language Models Natural Language Processing 98

Flipboard

MARCH 31, 2025

It simplifies the creation and management of AI automations using either AI flows, multi-agent systems, or a combination of both, enabling agents to work together seamlessly, tackling complex tasks through collaborative intelligence. At a high level, CrewAI creates two main ways to create agentic automations: flows and crews.

LLM 174

LLM Automation Generative AI AI Automation 174

Towards AI

FEBRUARY 13, 2024

ChatGPT’s advanced language understanding, and generation capacities have not only increased user engagement but also opened new avenues for increased productivity and automation in personal life as well as business problems. It requires an understanding of the subtleties of language and the AI’s processing abilities.

Prompt Engineering 105

Prompt Engineering Prompt Engineer ChatGPT Large Language Models 105

Marktechpost

AUGUST 11, 2024

These models, such as those used for text summarization, automated customer support, and content creation, are designed to interpret and generate human-like text. However, the true potential of these LLMs is realized through effective prompt engineering.

Prompt Engineering 114

Prompt Engineering Prompt Engineer Natural Language Processing Large Language Models 114

Artificial Corner

AUGUST 3, 2023

Prompt engineering in under 10 minutes — theory, examples and prompting on autopilot Master the science and art of communicating with AI. Prompt engineering is the process of coming up with the best possible sentence or piece of text to ask LLMs, such as ChatGPT, to get back the best possible response.

Prompt Engineering 98

Prompt Engineering Prompt Engineer Large Language Models Explainability 98

Unite.AI

NOVEMBER 14, 2024

The LLM-as-a-Judge framework is a scalable, automated alternative to human evaluations, which are often costly, slow, and limited by the volume of responses they can feasibly assess. Step 3: Crafting Effective Prompts Prompt engineering is crucial for guiding the LLM judge effectively.

LLM 182

LLM Chatbots Automation Prompt Engineering 182

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. Both data and LLM models can save banks and other financial services millions by enhancing automation, efficiency, accuracy, and more.

Generative AI 304

Generative AI Large Language Models Prompt Engineer Prompt Engineering 304

AWS Machine Learning Blog

JANUARY 7, 2025

Localization relies on both automation and humans-in-the-loop in a process called Machine Translation Post Editing (MTPE). The solution proposed in this post relies on LLMs context learning capabilities and prompt engineering. One of LLMs most fascinating strengths is their inherent ability to understand context.

Large Language Models 107

Large Language Models Prompt Engineer Prompt Engineering Metadata 107

AI News

SEPTEMBER 27, 2024

BMC Software’s director of solutions marketing, Basil Faruqui, discusses the importance of DataOps, data orchestration, and the role of AI in optimising complex workflow automation for business success. GenAI is mainstreaming practices such as prompt engineering, prompt chaining etc.

AI Strategy 295

AI Strategy Automation Data Quality Big Data 295

AWS Machine Learning Blog

JUNE 25, 2024

Operational efficiency Uses prompt engineering, reducing the need for extensive fine-tuning when new categories are introduced. This provides an automated deployment experience on your AWS account. Prerequisites This post is intended for developers with a basic understanding of LLM and prompt engineering.

Automation 124

Automation Prompt Engineering Prompt Engineer Categorization 124

Flipboard

MARCH 12, 2025

These are the best online AI courses you can take for free this month: A Gentle Introduction to Generative AI AI-900: Microsoft Azure AI Fundamentals AI Art Generation Guide: Create AI Images For Free AI Filmmaking AI for Beginners: Learn The Basics of ChatGPT AI for Business and Personal Productivity: A Practical Guide AI for Everyone AI Literacy (..)

Prompt Engineer 158

Prompt Engineer Prompt Engineering Artificial Intelligence Artificial Intelligence 158

Marktechpost

OCTOBER 9, 2024

As the landscape of generative models evolves rapidly, organizations, researchers, and developers face significant challenges in systematically evaluating different models, including LLMs (Large Language Models), retrieval-augmented generation (RAG) setups, or even variations in prompt engineering.

Automation 124

Automation LLM AI Tools Prompt Engineering 124

AWS Machine Learning Blog

JANUARY 30, 2025

By combining the advanced NLP capabilities of Amazon Bedrock with thoughtful prompt engineering, the team created a dynamic, data-driven, and equitable solution demonstrating the transformative potential of large language models (LLMs) in the social impact domain. Focus solely on providing the assessment based on the given inputs.

Prompt Engineering 89

Prompt Engineering Prompt Engineer Generative AI Software Development 89

Unite.AI

JULY 22, 2024

At my company Jotform, we have incorporated AI tools to automate tedious tasks, or as I call it, “busywork,” and free up employees to focus on the meaningful work that only humans can do. And it’s only as effective as the prompts you give it. I recently asked ChatGPT how to develop your prompt engineering skills.

ChatGPT 278

ChatGPT Prompt Engineering Prompt Engineer Explainability 278

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. Prompt engineering plays a crucial role in this landscape, as it directly influences the quality and relevance of AI-generated outputs. What is Prompt Engineering?

Prompt Engineering 52

Prompt Engineering Prompt Engineer Artificial Intelligence Artificial Intelligence 52

AI News

NOVEMBER 15, 2023

“Where I see it, [approaches to AI] all share something in common, which is all about using the machinery of computation to automate knowledge,” says McLoone. What’s changed over that time is the concept of at what level you’re automating knowledge. So if it’s in charge you have to give really strong prompt engineering,” he adds.

Generative AI 321

Generative AI LLM Big Data Explainability 321

Marktechpost

AUGUST 30, 2024

YiVal ‘s approach to addressing these problems involves automating the prompt engineering and configuration tuning procedures for GenAI applications. YiVal automatically optimizes prompts and model settings using a data-driven approach rather than relying on trial and error.

Prompt Engineering 60

Prompt Engineering Prompt Engineer Artificial Intelligence Artificial Intelligence 60

Unite.AI

NOVEMBER 22, 2024

Automating and smoothing out various tasks in this area, AI-powered testing tools can do the work of identifying bugs and inconsistencies before they can present a problem. This frees up the product manager to worry about quality assurance and product consistency.

Data Analysis 147

Data Analysis AI AI Artificial Intelligence 147

Pickl AI

JANUARY 7, 2025

Summary: Prompt Engineers play a crucial role in optimizing AI systems by crafting effective prompts. It also highlights the growing demand for Prompt Engineers in various industries. Introduction The demand for Prompt Engineering in India has surged dramatically. What is Prompt Engineering?

Prompt Engineering 52

Prompt Engineering Prompt Engineer Natural Language Processing NLP 52

AWS Machine Learning Blog

NOVEMBER 6, 2023

The good news is that automating and solving the summarization challenge is now possible through generative AI. Using LLMs to automate call summarization allows for customer conversations to be summarized accurately and in a fraction of the time needed for manual summarization.

Automation 131

Automation Generative AI LLM AI 131

IBM Journey to AI blog

JULY 22, 2024

The challenges included using prompt engineering to analyze customer experience by using IBM® watsonx.ai™, automating repetitive manual tasks to improve productivity by using IBM watsonx™ Orchestrate, and building a generative AI-powered virtual assistant by using IBM watsonx™ Assistant and IBM watsonx™ Discovery.

Prompt Engineering 249

Prompt Engineering Prompt Engineer Generative AI Artificial Intelligence 249

AWS Machine Learning Blog

NOVEMBER 15, 2024

If you are planning on using automated model evaluation for toxicity, start by defining what constitutes toxic content for your specific application. Automated evaluations come with curated datasets to choose from. This may include offensive language, hate speech, and other forms of harmful communication.

Responsible AI 110

Responsible AI Prompt Engineering Prompt Engineer AI 110

ODSC - Open Data Science

FEBRUARY 14, 2025

Generative AI has revolutionized the way we interact with technology, unlocking new possibilities in content creation, automation, and problem-solving. However, the effectiveness of these models depends on one critical factorhow they are prompted. This is where prompt engineering comes into play.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Generative AI Data Scientist 52

Analytics Vidhya

MARCH 14, 2024

Introduction The field of large language models (LLMs) like Anthropic’s Claude AI holds immense potential for creative text generation, informative question answering, and task automation. This is where the art of prompting comes into play.

Large Language Models 313

Large Language Models Automation AI AI 313

Unite.AI

FEBRUARY 6, 2025

But GenAI agents can fully automate responses without involving people. Copilots are already starting to automate some basic tasks, optionally allowing users to confirm actions and automating the steps needed to complete them. These are often referred to as agents or agentic AI. Some people view these as two separate approaches.

LLM 113

LLM Automation Data Quality Prompt Engineering 113