Marktechpost

MARCH 23, 2025

Traditional prompt engineering techniques fail to deliver consistent results. The two most common approaches are: Iterative prompt engineering, which leads to inconsistent, unpredictable behavior. Ensuring reliable instruction-following in LLMs remains a critical challenge.

Prompt Engineer 86

Prompt Engineer Prompt Engineering LLM Explainability 86

Unite.AI

SEPTEMBER 15, 2023

In the fast-evolving world of technology, chatbots have become a mainstay in both professional and personal spheres. How ChatGPT Adopts a Persona As we interact with various chatbots or digital assistants, we often encounter distinct “personalities” or styles of interaction.

ChatGPT 314

ChatGPT Prompt Engineer Prompt Engineering Conversational AI 314

Unite.AI

DECEMBER 13, 2023

.” Explanation: While the original prompt is quite general, the tuned version specifies the audience (senior manager), the project (XYZ), and the content focus (recent milestones and next steps), ensuring a more targeted and appropriate email for a corporate environment.

Chatbots 253

Chatbots LLM Explainability Large Language Models 253

Towards AI

JULY 27, 2024

It can interact with users like a normal AI chatbot; however, it also boasts some unique features that make it different from others. Emphasizes Explainability While many of the AI and LLMs currently operate as ‘black boxes’, Claude offers a high level of explainability surpassing other models.

ChatGPT 119

ChatGPT Prompt Engineering Prompt Engineer Explainability 119

Marktechpost

APRIL 28, 2024

IBM AI Developer Professional Certificate This is a comprehensive course that introduces the fundamentals of software engineering and artificial intelligence and also covers some of the emerging technologies like generative AI. It teaches how to build generative AI-powered apps and chatbots and deploy AI applications using Python and Flask.

Artificial Intelligence 107

Artificial Intelligence Artificial Intelligence Prompt Engineering Prompt Engineer 107

Marktechpost

MAY 3, 2024

Prompt Engineering for ChatGPT This course teaches how to effectively work with large language models, like ChatGPT, by applying prompt engineering. It covers leveraging prompt patterns to tap into powerful capabilities within these models.

ChatGPT 106

ChatGPT Prompt Engineering Prompt Engineer Large Language Models 106

Snorkel AI

MARCH 26, 2025

AI judges must be scalable yet cost-effective , unbiased yet adaptable , and reliable yet explainable. A typical LLM-as-Judge prompt template includes: The task definition : Evaluate the following contract clause for ambiguity. Justification request : Explain why this response was rated higher. However, challenges remain.

LLM 52

LLM Data Scientist Prompt Engineer Prompt Engineering 52

Marktechpost

APRIL 1, 2024

and explains how they work. ChatGPT for Beginners The book explains the fundamentals and the technology behind ChatGPT and its innovative use cases in diverse fields. ChatGPT for Beginners The book explains the fundamentals and the technology behind ChatGPT and its innovative use cases in diverse fields.

ChatGPT 114

ChatGPT Large Language Models Prompt Engineering Prompt Engineer 114

Heartbeat

AUGUST 25, 2023

Introduction Prompt Engineering is arguably the most critical aspect in harnessing the power of Large Language Models (LLMs) like ChatGPT. However; current prompt engineering workflows are incredibly tedious and cumbersome. Logging prompts and their outputs to .csv First install the package via pip.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Large Language Models Metadata 52

AWS Machine Learning Blog

AUGUST 6, 2024

The wide applicability of LLMs explains why customers across healthcare, financial services, and media and entertainment are moving quickly to adopt them. Customization includes varied techniques such as Prompt Engineering, Retrieval Augmented Generation (RAG), and fine-tuning and continued pre-training. Learn more here.

Generative AI 131

Generative AI Prompt Engineering Prompt Engineer Large Language Models 131

O'Reilly Media

FEBRUARY 13, 2025

Most readers get the correct answer, but when they feed the same question into an AI chatbot, the AI almost never gets it right. The AI typically explains the logic of the loop wellbut its final answer is almost always wrong , because LLM-based AIs dont execute code.

Prompt Engineer 69

Prompt Engineer Prompt Engineering AI AI 69

ODSC - Open Data Science

JANUARY 29, 2024

The role of prompt engineer has attracted massive interest ever since Business Insider released an article last spring titled “ AI ‘Prompt Engineer Jobs: $375k Salary, No Tech Backgrund Required.” It turns out that the role of a Prompt Engineer is not simply typing questions into a prompt window.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Data Science LLM 52

IBM Journey to AI blog

MAY 13, 2024

This involves using academic benchmarks and domain-specific data sets to evaluate output quality and tweaking the model, for example, through prompt engineering or model tuning to optimize its performance. Test model options : Conduct tests to see if the model performs as expected under conditions that mimic real-world scenarios.

Generative AI 225

Generative AI AI AI Prompt Engineer 225

Marktechpost

APRIL 16, 2024

The framework is widely used in building chatbots, retrieval-augmented generation, and document summarization apps. It explains the fundamentals of LLMs and generative AI and also covers prompt engineering to improve performance. LangChain Crash Course This is a short book covering the fundamentals of LangChain.

Large Language Models 103

Large Language Models Auto-complete Prompt Engineering Prompt Engineer 103

Towards AI

FEBRUARY 15, 2023

Meanwhile, Chinese web giant Baidu is preparing to launch a generative AI chatbot, ERNIE, later this year. This week we published a new blog Learn Prompting 101: Prompt Engineering Course & Challenges as a summary of Prompt Engineering and how to talk to LLMs and get the most out of them. Hottest News 1.

Large Language Models 98

Large Language Models Prompt Engineering Prompt Engineer AI Chatbots 98

Unite.AI

SEPTEMBER 19, 2024

Conversational AI : Developing intelligent chatbots that can handle both customer service queries and more complex, domain-specific tasks. Model Explainability : Features like built-in model evaluation tools ensure transparency and traceability, crucial for regulated industries.

LLM 246

LLM Automation Large Language Models OpenAI 246

Marktechpost

DECEMBER 8, 2024

Practice Prompt Engineering Prompt engineering is also a valuable tool for mitigating hallucinations. This method involves crafting well-thought-out prompts that guide the model to produce relevant outputs. Conversely, a lower temperature for technical or factual outputs can help ensure accuracy and consistency.

Prompt Engineering 111

Prompt Engineering Prompt Engineer Large Language Models LLM 111

ODSC - Open Data Science

AUGUST 24, 2023

5 Jobs That Will Use Prompt Engineering in 2023 Whether you’re looking for a new career or to enhance your current path, these jobs that use prompt engineering will become desirable in 2023 and beyond. That’s why enriching your analysis with trusted, fit-for-use, third-party data is key to ensuring long-term success.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Data Science Data Scientist 52

ODSC - Open Data Science

DECEMBER 21, 2023

Conditional Probability and Bayes’ Theorem Simply Explained Here, we will cover the two core ideas in Bayesian statistics: conditional probability and Bayes’ theorem. Learn from leading experts in LLMs, Generative AI, Prompt Engineering, Machine Learning, and more. Grab your tickets for 70% off by Friday! Register here!

LLM 98

LLM Data Science Prompt Engineering Prompt Engineer 98

Marktechpost

MAY 29, 2024

Generative AI Explained This course provides an overview of Generative AI, its concepts, applications, challenges, and opportunities. Prompt Engineering with LLaMA-2 This course covers the prompt engineering techniques that enhance the capabilities of large language models (LLMs) like LLaMA-2.

Neural Network 91

Neural Network Natural Language Processing Large Language Models Deep Learning 91

AWS Machine Learning Blog

MARCH 6, 2025

LangChain is primarily used for building chatbots, question-answering systems, and other AI-driven applications that require complex language processing capabilities. Diagram Architecture The following diagram is a high-level reference architecture that explains how you can evaluate the RAG solution with RAGAS or LlamaIndex.

LLM 102

LLM Generative AI ML Prompt Engineer 102

Artificial Corner

JULY 30, 2023

In this world of complex terminologies, someone who wants to explain Large Language Models (LLMs) to some non-tech guy is a difficult task. So that’s why I tried in this article to explain LLM in simple or to say general language. Machine translation, summarization, ticket categorization, and spell-checking are among the examples.

Large Language Models 98

Large Language Models LLM Natural Language Processing Deep Learning 98

AssemblyAI

AUGUST 21, 2024

While much attention has been given to prompt engineering —techniques for tweaking input prompts to improve model outputs—these methods are developed on top of a bedrock of anecdotal findings. At their core, LLMs generate probability distributions over word sequences.

LLM 257

LLM Prompt Engineer Prompt Engineering Algorithm 257

Artificial Corner

JANUARY 25, 2024

Here are some of my favorite commands: Diving deeper into the code: /explain Getting unstuck or fixing code snags: /fix Conducting tests on the code: /tests I have to say Copilot is one of my favorite tools. However, chatbots might not always be the best option. I've encountered an issue with the create_list function in my code.

Auto-complete 111

Auto-complete ChatGPT Explainability Prompt Engineer 111

AWS Machine Learning Blog

JANUARY 28, 2025

We begin by explaining latency in LLM applications. Prompt engineering for latency optimization When optimizing LLM applications for latency, the way you craft your prompts affects both input processing and output generation. This approach helps maintain responsiveness regardless of task complexity.

LLM 70

LLM Generative AI AI AI 70

Towards AI

MARCH 28, 2024

It is a roadmap to the future tech stack, offering advanced techniques in Prompt Engineering, Fine-Tuning, and RAG, curated by experts from Towards AI, LlamaIndex, Activeloop, Mila, and more. Dianasanimals is looking for students to test several free chatbots. If this sounds interesting, reach out in the thread!

Large Language Models 97

Large Language Models Prompt Engineer Prompt Engineering LLM 97

ODSC - Open Data Science

AUGUST 14, 2023

Funny enough, you can use AI to explain AI. When I asked Bard to explain AI to me like I’m 5 (as we may have to do with our less tech-savvy friends, family, and coworkers), it said: “Artificial intelligence (AI) is like a really smart machine that can do things that humans can do, like understanding language, learning, and making decisions.”

Artificial Intelligence 98

Artificial Intelligence Artificial Intelligence Data Science Explainability 98

O'Reilly Media

FEBRUARY 18, 2025

The eval process combines: Human review Model-based evaluation A/B testing The results then inform two parallel streams: Fine-tuning with carefully curated data Prompt engineering improvements These both feed into model improvements, which starts the cycle again. It explains common AI terms in plain language.

AI 66

AI AI Prompt Engineer Prompt Engineering 66

AWS Machine Learning Blog

NOVEMBER 19, 2024

Learn how analysts can build interactive dashboards rapidly, and discover how business users can use natural language to instantly create documents and presentations explaining data and extract insights beyond what’s available in dashboards with data Q&A and executive summaries. Hear from Availity on how 1.5

ML 88

ML Generative AI AI AI 88

Chatbots Life

MAY 12, 2023

As everything is explained from scratch but extensively I hope you will find it interesting whether you are NLP Expert or just want to know what all the fuss is about. We will discuss how models such as ChatGPT will affect the work of software engineers and ML engineers. and we will also explain how GPT can create jobs.

ChatGPT 90

ChatGPT Software Engineer NLP ML Engineer 90

Pickl AI

SEPTEMBER 19, 2024

How Prompt Tuning Fits into the Broader Context of AI and Machine Learning In the broader context of AI and Machine Learning , prompt tuning is part of a larger strategy known as “prompt engineering.” Prompt tuning is a more focused method compared to full model fine-tuning.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Machine Learning Artificial Intelligence 52

AWS Machine Learning Blog

SEPTEMBER 14, 2023

This means that controlling access to the chatbot is crucial to prevent unintended access to sensitive information. The following section explains how the workflow can be used in different industries and verticals. Specific use case: Use customer financial history and previous loan applications to decide and explain loan decision.

Generative AI 114

Generative AI LLM Large Language Models Software Engineer 114

Heartbeat

FEBRUARY 8, 2024

AI Chatbots offer 24/7 availability support, minimize errors, save costs, boost sales, and engage customers effectively. Businesses are drawn to chatbots not only for the aforementioned reasons but also due to their user-friendly creation process. Creating a chatbot is now more accessible with many development platforms available.

Conversational AI 52

Conversational AI Chatbots LLM Prompt Engineer 52

The MLOps Blog

MARCH 12, 2024

Tools range from data platforms to vector databases, embedding providers, fine-tuning platforms, prompt engineering, evaluation tools, orchestration frameworks, observability platforms, and LLM API gateways. with efficient methods and enhancing model performance through prompt engineering and retrieval augmented generation (RAG).

Prompt Engineering 52

Prompt Engineering Prompt Engineer Large Language Models LLM 52

deepsense.ai

NOVEMBER 9, 2024

Apparently, they didn’t verify the information… In the medical field, probably everyone has heard of the dangerous conversation with a mental health chatbot that suggested taking a user’s life as an option. Prompt engineering Let’s start simple. With this in mind, we strongly recommend starting with prompt engineering.

Prompt Engineering 59

Prompt Engineering Prompt Engineer LLM ChatGPT 59

AWS Machine Learning Blog

AUGUST 14, 2023

Prompt engineering for zero-shot and few-shot NLP tasks on BLOOM models Prompt engineering deals with creating high-quality prompts to guide the model towards the desired responses. Prompts need to be designed based on the specific task and dataset being used. The [robot] is very nice and empathetic.

NLP 82

NLP Prompt Engineer Prompt Engineering Robotics 82

Heartbeat

DECEMBER 20, 2023

This level of interaction is made possible through prompt engineering, a fundamental aspect of fine-tuning language models. By carefully choosing prompts, we can shape their behavior and enhance their performance in specific tasks. The Iterative Process of Prompt Refinement Prompt engineering is not a one-size-fits-all process.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Deep Learning Natural Language Processing 52