Unite.AI

JULY 26, 2023

The secret sauce to ChatGPT's impressive performance and versatility lies in an art subtly nestled within its programming – prompt engineering. This makes us all prompt engineers to a certain degree. Venture capitalists are pouring funds into startups focusing on prompt engineering, like Vellum AI.

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Prompt Engineer Prompt Engineering ChatGPT Large Language Models 246

Unite.AI

JANUARY 25, 2024

This data points to a burgeoning interest in the underlying technologies that power generative AI, reflecting a shift towards more sophisticated, AI-driven solutions in tech development. These trends signal a paradigm shift toward incorporating security throughout the software development lifecycle, rather than treating it as an afterthought.

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Prompt Engineer Prompt Engineering Generative AI Software Development 182

Unite.AI

AUGUST 1, 2023

GPT-4: Prompt Engineering ChatGPT has transformed the chatbot landscape, offering human-like responses to user inputs and expanding its applications across domains – from software development and testing to business communication, and even the creation of poetry. Imagine you're trying to translate English to French.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Convolutional Neural Networks 246

Flipboard

OCTOBER 28, 2023

Inbal Shani, chief product officer at GitHub , the software development platform used by more than 100 million developers around the world. Frey, Shani and Shim share real-world examples of AI impacting software development, real estate, and meetings. GitHub Chief Product Officer Inbal Shani. You need a moat.

Large Language Models 123

Large Language Models Software Development AI AI 123

AI Weekly

SEPTEMBER 7, 2023

cmswire.com How AI may be a powerful tool in treating male infertility Dr Steven Vasilescu says that the AI software developed by him and his team can spot sperm in samples taken from severely infertile men 1,000 times faster than a highly trained pair of eyes. 27) are South Korea’s local robotics companies.

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Robotics Artificial Intelligence Artificial Intelligence Machine Learning 227

ODSC - Open Data Science

SEPTEMBER 20, 2023

Adam Ross Nelson on Confident Data Science In this interview, we talk about what confident data science is, how data scientists can confidently and ethically use AI, and emerging fields like prompt engineering. Sale ends Thursday! and have endorsed the idea of government regulation of AI.

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Generative AI Prompt Engineer Prompt Engineering Data Scientist 98

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. The design is similar to a traditional application but considers LLM-powered application-specific characters and components.

Large Language Models 96

Large Language Models Prompt Engineer Prompt Engineering AI 96

ODSC - Open Data Science

SEPTEMBER 13, 2023

What It’s Like to Be a Prompt Engineer Prompt engineers work closely with other engineers, scientists, and product managers to ensure that LLMs are accurate, reliable, and scalable. Indigos-Inspired Machine Learning as a Poetic Search for Insight Tired of love songs and sad poems?

Prompt Engineer 52

Prompt Engineer Prompt Engineering Data Scientist Machine Learning 52

Towards AI

AUGUST 31, 2023

Part 1 — Understanding Prompt Engineering Techniques This member-only story is on us. Prompting techniques. If you still don’t know what prompting is, then you are probably living under a rock or probably just woke up from a comma. Upgrade to access all of Medium.

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OpenAI Prompt Engineer Prompt Engineering LLM 122

IBM Journey to AI blog

FEBRUARY 13, 2024

The quality of outputs depends heavily on training data, adjusting the model’s parameters and prompt engineering, so responsible data sourcing and bias mitigation are crucial. The result will be unusable if a user prompts the model to write a factual news article.

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Unite.AI

DECEMBER 5, 2023

With this new wave of AI, there is a new category of machine learning engineers who are focused only on “prompt engineering.” ” This role is different from traditional software development, but it has arisen from the need for new ways to work with AI models.

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AI AI AI Tools Natural Language Processing 312

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. These inputs are called prompts and are designed for LLMs like GPT to generate responses.

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Large Language Models LLM Software Engineer Prompt Engineer 105

Flipboard

JUNE 13, 2023

Diamond Bishop , CEO and co-founder at Augmend , a Seattle collaboration software startup Diamond Bishop, CEO of Augmend. Augmend Photo) “AI is making it so small startups like ours can accelerate all aspects of the software development lifecycle.

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Generative AI Auto-complete Software Engineer AI 175

ODSC - Open Data Science

NOVEMBER 20, 2023

Prompt Optimization with GPT-4 and Langchain Mike Taylor | Owner | Saxifrage In this session, Mike Taylor discusses how you can use prompt engineering at scale — as part of a template, workflow, or product. You’ll explore the challenges encountered and emerging solutions and architectures developed.

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Prompt Engineer Prompt Engineering Large Language Models LLM 52

TheSequence

MARCH 11, 2024

Take lessons from traditional software A large proportion of teams now building great products with LLMs aren't experienced ML practitioners. Conveniently many of the goals and best practices from software development are broadly still relevant when thinking about LLM evals. Unit tests tend to be the hardest to emulate for LLMs.

LLM 52

LLM Categorization Software Development Prompt Engineer 52

Snorkel AI

MAY 4, 2023

AI development stack: AutoML, ML frameworks, no-code/low-code development. Join us on June 7-8 to learn how to use your data to build your AI moat at The Future of Data-Centric AI 2023. The free virtual conference is the largest annual gathering of the data-centric AI community.

Computer Vision 52

Computer Vision Large Language Models AI AI 52

Snorkel AI

MAY 4, 2023

AI development stack: AutoML, ML frameworks, no-code/low-code development. Join us on June 7-8 to learn how to use your data to build your AI moat at The Future of Data-Centric AI 2023. The free virtual conference is the largest annual gathering of the data-centric AI community.

Computer Vision 52

Computer Vision Large Language Models AI AI 52

O'Reilly Media

AUGUST 9, 2022

Perhaps the only exception would be a library that could be developed once, then tested, verified, and used without modification–but the development process would have to re-start from ground zero whenever a bug or a security vulnerability was found. It’s easy to think that programming is all about creating new code.

Software Development 105

Software Development Prompt Engineer Prompt Engineering Python 105

ODSC - Open Data Science

JANUARY 10, 2024

The AI Paradigm Shift: Under the Hood of a Large Language Models Valentina Alto | Azure Specialist — Data and Artificial Intelligence | Microsoft Develop an understanding of Generative AI and Large Language Models, including the architecture behind them, their functioning, and how to leverage their unique conversational capabilities.

Large Language Models 52

Large Language Models LLM Deep Learning ML 52

Pickl AI

AUGUST 2, 2023

Software Development ChatGPT can assist developers in writing code snippets, explaining complex programming concepts, or troubleshooting issues. Learn ChatGPT Prompts for Free with Pickl.AI’s ChatGPT Course ChatGPT prompt engineering is going to play a pivotal role in improving the functionality of ChatGPT.

ChatGPT 52

ChatGPT Neural Network Prompt Engineer Prompt Engineering 52

Unite.AI

SEPTEMBER 27, 2023

FINGPT FinGPT's Operations : Data Sourcing and Engineering : Data Acquisition : Uses data from reputable sources like Yahoo, Reuters, and more, FinGPT amalgamates a vast array of financial news, spanning US stocks to CN stocks. But FinGPT isn't confined to sentiment analysis alone.

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Generative AI Large Language Models Prompt Engineer Prompt Engineering 304

deepsense.ai

OCTOBER 30, 2023

Riding the wave of AutoGPT’s initial popularity surge, we embarked on a mission to uncover its potential for more complex software development projects. Our solution excels in planning due to effective prompt engineering with few-shot examples. We recommend starting there for the full picture.

LLM 98

LLM Data Science Software Engineer Software Development 98

Snorkel AI

JANUARY 16, 2024

AR: I’ve heard others say that the advent of prompt engineering and all the novel and sometimes hilarious strategies for prompting are really signs of the lack of robustness—or the failure of robustness and stability—of current models. This is one big issue I have with prompt engineering these days.

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Prompt Engineer Prompt Engineering Neural Network LLM 52

deepsense.ai

JULY 30, 2023

Model training is only a small part of a typical machine learning project (source: own study) Of course, in the context of Large Language Models, we often talk about just fine tuning, few-shot learning or just prompt engineering instead of a full training procedure.

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Large Language Models LLM Machine Learning Automation 76

AWS Machine Learning Blog

SEPTEMBER 22, 2023

Gone are the days when you need unnatural prompt engineering to get base models, such as GPT-3, to solve your tasks. Koushik Kalyanaraman is a Software Development Engineer on the Human-in-the-loop science team at AWS. An important caveat of RLHF is that it is a complex and often unstable procedure.

Machine Learning 100

Machine Learning LLM Computer Vision Large Language Models 100

Unite.AI

SEPTEMBER 11, 2023

Code-Review Mechanisms for MetaGPT Code review is a critical component in the software development life cycle, yet it is absent in several popular frameworks. With MetaGPT, you're not just automating code generation, you're automating intelligent project planning, thus providing a competitive edge in rapid application development.

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Python Software Development OpenAI Software Engineer 328

AWS Machine Learning Blog

JANUARY 26, 2024

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications.

Generative AI 126

Generative AI LLM ML AI 126

AWS Machine Learning Blog

FEBRUARY 1, 2024

Make sure to validate prompt input data and prompt input size for allocated character limits that are defined by your model. If you’re performing prompt engineering, you should persist your prompts to a reliable data store.

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Generative AI Prompt Engineer Prompt Engineering AI 116

Flipboard

DECEMBER 6, 2023

We discuss model selection and prompt engineering and optimization later in this post, but it’s worth noting that for the query generation stage, we noticed that Claude Instant was able to produce comparable results, especially when the user question is well phrased and not as sophisticated.

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Chatbots LLM Prompt Engineer Prompt Engineering 130

AWS Machine Learning Blog

NOVEMBER 6, 2023

Example call summarization prompt You can run LLM inferences with prompt engineering to generate and improve your call summaries. You can modify the prompt templates to see what works best for the LLM you select. The following is an example of the default prompt for summarizing a transcript with LCA.

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Automation Generative AI LLM AI 108

Unite.AI

AUGUST 30, 2023

Conclusion Clearly, tools such as ChatGPT, Auto-GPT, and GPT-Engineer stand at the forefront of reshaping the interaction between technology and its users. With roots in open-source movements, these AI agents manifest the possibilities of machine autonomy, streamlining tasks from scheduling to software development.

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Auto-complete OpenAI Python AI 162

deepsense.ai

DECEMBER 20, 2023

LLMOps – Mateusz Hordyński The rapid rise in popularity of Large Language Models (LLMs) has undeniably revolutionized our approach towards machine learning project development. Coding Agents – Maks Operlejn AI tools are revolutionizing the programming landscape, enhancing efficiency and quality in software development.

AI 70

AI AI LLM Software Development 70

AWS Machine Learning Blog

MAY 1, 2024

It allows you to retrieve data from sources beyond the foundation model, enhancing prompts by integrating contextually relevant retrieved data. You can use prompt engineering to prevent hallucination and make sure that the answer is grounded in the source documentations. file for deploying the solution using the AWS CDK.

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Chatbots Automation Machine Learning DevOps 99

Mlearning.ai

JUNE 16, 2023

Increase your productivity in software development with Generative AI As I mentioned in Generative AI use case article, we are seeing AI-assisted developers. SDLC stages Let’s review software development lifecycle first. Then software development phases are planned to deliver the software.

Software Development 52

Software Development Generative AI ChatGPT Prompt Engineer 52

AWS Machine Learning Blog

APRIL 17, 2023

Prompt engineering Prompt engineering refers to efforts to extract accurate, consistent, and fair outputs from large models, such text-to-image synthesizers or large language models. For more information, refer to EMNLP: Prompt engineering is the new feature engineering.

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Prompt Engineer Prompt Engineering Deep Learning Large Language Models 80

Topbots

SEPTEMBER 11, 2023

AI development is a highly collaborative enterprise. In traditional software development, you work with a relatively clear dichotomy consisting of the backend and the frontend components. All of this might require new skills on your team such as prompt engineering and conversational design.

AI 59

AI AI UX Design Automation 59

O'Reilly Media

NOVEMBER 28, 2023

They will simply be part of the environment in which software developers work. AI is the next generation of what we called “data science” a few years back, and data science represented a merger between statistical modeling and software development. Now we expect wireless everywhere, and even that’s not correct.

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Generative AI AI AI Data Analysis 108