Unite.AI

JUNE 27, 2024

Two key techniques driving these advancements are prompt engineering and few-shot learning. Prompt engineering involves carefully crafting inputs to guide AI models in producing desired outputs, ensuring more relevant and accurate responses.

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Prompt Engineering Prompt Engineer AI Modeling Large Language Models 147

Marktechpost

JUNE 21, 2024

In this article we will explain a number of sophisticated prompt engineering strategies, simplifying these difficult ideas through straightforward human metaphors. The post Some Commonly Used Advanced Prompt Engineering Techniques Explained Using Simple Human Analogies appeared first on MarkTechPost.

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Prompt Engineering Prompt Engineer Explainability Large Language Models 111

Marktechpost

MARCH 30, 2024

However, to get the best results from ChatGPT, one must master the art of prompt engineering. Crafting precise and effective prompts is crucial in guiding ChatGPT in generating the desired outputs. This predictive capability is harnessed through prompt engineering, where the prompts guide the model’s predictions.

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Prompt Engineering Prompt Engineer ChatGPT Machine Learning 128

AWS Machine Learning Blog

AUGUST 2, 2024

Solution overview We apply two methods to generate the first draft of an earnings call script for the new quarter using LLMs: Prompt engineering with few-shot learning – We use examples of the past earnings scripts with Anthropic Claude 3 Sonnet on Amazon Bedrock to generate an earnings call script for a new quarter.

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Prompt Engineering Prompt Engineer LLM Generative AI 134

Flipboard

DECEMBER 19, 2023

It’s like a business technical skillset that’s also creative,” explained Greg Beltzer, head of technology at RBC Wealth Management. “It’s not just development.

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Prompt Engineering Prompt Engineer Explainability AI 173

Artificial Corner

JULY 7, 2023

One of the key aspects of NLP is prompt engineering, a skill that is becoming increasingly important in the AI field. This blog post will serve as a comprehensive guide to prompt engineering, helping you understand its importance, how it works, and how to effectively use it. What is Prompt Engineering?

Prompt Engineering 98

Prompt Engineering Prompt Engineer NLP Explainability 98

Towards AI

MAY 30, 2024

The Verbal Revolution: Unlocking Prompt Engineering with Langchain Peter Thiel, the visionary entrepreneur and investor, mentioned in a recent interview that the post-AI society may favour strong verbal skills over math skills. Buckle up, and let’s dive into the fascinating world of prompt engineering with Langchain!

Prompt Engineering 105

Prompt Engineering Prompt Engineer LLM Neural Network 105

Towards AI

APRIL 10, 2023

It’s worth noting that prompt engineering plays a critical role in the success of training such models. In carefully crafting effective “prompts,” data scientists can ensure that the model is trained on high-quality data that accurately reflects the underlying task. Some examples of prompts include: 1.

Prompt Engineering 98

Prompt Engineering Prompt Engineer Data Scientist Natural Language Processing 98

Marktechpost

JULY 4, 2023

What is prompt engineering? For developing any GPT-3 application, it is important to have a proper training prompt along with its design and content. Prompt is the text fed to the Large Language Model. Prompt engineering involves designing a prompt for a satisfactory response from the model.

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Prompt Engineering Prompt Engineer Artificial Intelligence Artificial Intelligence 116

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

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

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

AWS Machine Learning Blog

NOVEMBER 15, 2023

Prompt engineering has become an essential skill for anyone working with large language models (LLMs) to generate high-quality and relevant texts. Although text prompt engineering has been widely discussed, visual prompt engineering is an emerging field that requires attention.

Prompt Engineering 118

Prompt Engineering Prompt Engineer Computer Vision Machine Learning 118

Heartbeat

APRIL 10, 2023

At this point, a new concept emerged: “Prompt Engineering.” What is Prompt Engineering? The output produced by language models varies significantly with the prompt served. If this reasoning process is explained with examples, the AI can generally achieve more accurate results.

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Prompt Engineering Prompt Engineer OpenAI ChatGPT 83

Towards AI

FEBRUARY 13, 2024

Understanding Prompt Engineering At the heart of effectively leveraging ChatGPT lies ‘prompt engineering’ — a crucial skill that involves crafting specific inputs or prompts to guide the AI in producing the desired outputs. Examples: “Explain the solar system. Assume that I am a curious 6-year-old.” “Act

Prompt Engineering 105

Prompt Engineering Prompt Engineer ChatGPT Large Language Models 105

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

AWS Machine Learning Blog

FEBRUARY 19, 2025

Though these models can produce sophisticated outputs through the interplay of pre-training, fine-tuning , and prompt engineering , their decision-making process remains less transparent than classical predictive approaches. FMs are probabilistic in nature and produce a range of outcomes.

Automation 86

Automation Explainability Auto-complete Generative AI 86

Unite.AI

JULY 22, 2024

And it’s only as effective as the prompts you give it. I recently asked ChatGPT how to develop your prompt engineering skills. The first response was: “Experimentation and Iteration: Continuously experiment with different types of prompts and refine them based on the AI's outputs. The rub: it’s not always accurate.

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ChatGPT Prompt Engineer Prompt Engineering Explainability 278

AI News

SEPTEMBER 27, 2024

“Upon release, DBRX outperformed all other leading open models on standard benchmarks and has up to 2x faster inference than models like Llama2-70B,” Everts explains. “It ” Genie: Everts explains this as “a conversational interface for addressing ad-hoc and follow-up questions through natural language.”

Large Language Models 307

Large Language Models Big Data Explainability ETL 307

Ehud Reiter

MARCH 13, 2025

I tried to explain that good classifier performance on a test set may not mean much ( blog ), I’m not sure he understood me. Using obvious and simple prompts, without worrying about prompt engineering. Approach 2: Small-scale experiments A more hands-on approach is to do small-scale experiments.

LLM 148

LLM Software Development Prompt Engineer Prompt Engineering 148

Unite.AI

NOVEMBER 20, 2024

Artifacts: Track intermediate outputs, memory states, and prompt templates to aid debugging. Prompt Management Prompt engineering plays an important role in forming agent behavior. Key features include: Versioning: Track iterations of prompts for performance comparison.

LLM 182

LLM AI AI DevOps 182

Towards AI

OCTOBER 19, 2024

Yet, for all their sophistication, they often can’t explain their choices — this lack of transparency isn’t just frustrating — it’s increasingly problematic as AI becomes more integrated into critical areas of our lives. Enter Explainable AI (XAI), a field dedicated to making AI’s decision-making process more transparent and understandable.

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Explainability Explainable AI Natural Language Processing Prompt Engineer 105

Towards AI

NOVEMBER 7, 2024

It also explains early tests on Claude models show initial sabotage abilities, pointing to the need for advanced oversight strategies as AI capabilities evolve and become more sophisticated. It covers installing Tesseract, Pillow, and Pytesseract for text extraction from images and using the Gemini API for translation with prompt engineering.

Black Box AI 115

Black Box AI Machine Learning Prompt Engineer Prompt Engineering 115

AWS Machine Learning Blog

NOVEMBER 15, 2024

For now, we consider eight key dimensions of responsible AI: Fairness, explainability, privacy and security, safety, controllability, veracity and robustness, governance, and transparency. For example, you can ask the model to explain why it used certain information and created a certain output.

Responsible AI 113

Responsible AI Prompt Engineer Prompt Engineering AI 113

AI News

NOVEMBER 15, 2023

As McLoone explains, it is all a question of purpose. “I So you get these fun things where you can say ‘explain why zebras like to eat cacti’ – and it’s doing its plausibility job,” says McLoone. “It It teaches the LLM to recognise the kinds of things that Wolfram|Alpha might know – our knowledge engine,” McLoone explains.

Generative AI 323

Generative AI LLM Big Data Explainability 323

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 87

Prompt Engineer Prompt Engineering LLM Explainability 87

Marktechpost

FEBRUARY 23, 2024

This method significantly reduces the manual labor involved in prompt engineering and allows models to reason autonomously across a broader spectrum of tasks. Don’t Forget to join our Telegram Channel The post How Google DeepMind’s AI Bypasses Traditional Limits: The Power of Chain-of-Thought Decoding Explained!

Explainability 131

Explainability Large Language Models Prompt Engineering Prompt Engineer 131

Unite.AI

FEBRUARY 4, 2025

This means ensuring that AI agents provide transparent, explainable, and traceable responses. Unlike interactions with documents, where users can trace answers back to specific PDFs or policies to verify accuracy, interactions with structured data via AI agents often lack this level of traceability and explainability.

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Prompt Engineering Prompt Engineer AI AI 193

AWS Machine Learning Blog

MARCH 27, 2025

In the following sections, we explain how to take an incremental and measured approach to improve Anthropics Claude 3.5 Sonnet prediction accuracy through prompt engineering. We suggest consulting LLM prompt engineering documentation such as Anthropic prompt engineering for experiments.

Categorization 113

Categorization ETL Prompt Engineer Prompt Engineering 113

Towards AI

JANUARY 21, 2025

Many articles about how-to-use, prompt engineering and the logic behind have been published. I will explain conceptually how LLMs calculate their responses step-by-step, go deep into the attention mechanism, and demonstrate the inner workings in a code example.So, lets get started! Introduction to Transformers1.2 Tokenization1.3

Algorithm 105

Algorithm ChatGPT Large Language Models Neural Network 105

AI News

MARCH 7, 2024

Indeed, as Anthropic prompt engineer Alex Albert pointed out, during the testing phase of Claude 3 Opus, the most potent LLM (large language model) variant, the model exhibited signs of awareness that it was being evaluated. The company says it has also achieved ‘near human’ proficiency in various tasks.

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Prompt Engineer Prompt Engineering OpenAI Large Language Models 336

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 Engineering 158

Prompt Engineering Prompt Engineer Artificial Intelligence Artificial Intelligence 158

AWS Machine Learning Blog

JANUARY 22, 2025

We explain the end-to-end solution workflow, the prompts needed to produce the transcript and perform security analysis, and provide a deployable solution architecture. The key to the capability of the solution is the prompts we have engineered to instruct Anthropics Claude what to do.

Generative AI 113

Generative AI Prompt Engineer Prompt Engineering AI 113

ODSC - Open Data Science

APRIL 11, 2025

Real-Time Delivery of Impressions at Scale Tulika Bhatt, Senior Software Engineer at Netflix Go behind the scenes at Netflix to learn how they deliver 18 billion impressions daily in near real-time. This talk explains the hybrid architecture powering adaptive recommendations, and how they balance performance, scalability, andcost.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Software Engineer Data Scientist 52

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 110

ChatGPT Prompt Engineering Prompt Engineer Large Language Models 110

AWS Machine Learning Blog

APRIL 4, 2025

The lower per-token costs and higher output per second of Amazon Nova give you the flexibility to simplify prompts for real-time applications so you can balance quality, speed, and cost for your use case. Across both model families, quality accuracy is achieved through clarity of instructions, structured prompts, and iterative refinement.

OpenAI 110

OpenAI Prompt Engineer Prompt Engineering Large Language Models 110

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.

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Prompt Engineering Prompt Engineer Data Science LLM 52