AWS Machine Learning Blog

JANUARY 4, 2024

Generative AI has opened up a lot of potential in the field of AI. We are seeing numerous uses, including text generation, code generation, summarization, translation, chatbots, and more. Effective prompt engineering is key to developing natural language to SQL systems.

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Prompt Engineering Prompt Engineer Generative AI LLM 140

Towards AI

JULY 27, 2024

Claude AI is an LLM based on the powerful transformer architecture and like OpenAI’s ChatGPT, it can generate text, translate languages, as well as write different kinds of compelling content. It can interact with users like a normal AI chatbot; however, it also boasts some unique features that make it different from others.

ChatGPT 119

ChatGPT Prompt Engineer Prompt Engineering Explainability 119

IBM Journey to AI blog

JULY 23, 2024

An important step forward for accessible, open, responsible AI innovation In December of 2023, Meta and IBM launched the AI Alliance in collaboration with over 50 global founding members and collaborators. .” Today’s launch of Llama 3.1 405B will be available in IBM watsonx.ai

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LLM Large Language Models Generative AI Responsible AI 249

Marktechpost

JULY 9, 2024

By demystifying AI, businesses can create a common knowledge framework that empowers every team member to contribute to AI initiatives effectively. Microsoft emphasizes the importance of responsible AI in this foundational stage, ensuring that the AI systems developed are ethical, inclusive, reliable, and secure.

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Responsible AI Prompt Engineer Prompt Engineering Machine Learning 108

Unite.AI

JANUARY 23, 2024

Large language models (LLMs) have exploded in popularity over the last few years, revolutionizing natural language processing and AI. From chatbots to search engines to creative writing aids, LLMs are powering cutting-edge applications across industries. Prompt engineering is crucial to steering LLMs effectively.

Large Language Models 100

Large Language Models Prompt Engineer Prompt Engineering LLM 100

AWS Machine Learning Blog

MARCH 6, 2025

Amazon Bedrock is a fully managed service that offers a choice of high-performing Foundation Models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

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LLM Generative AI ML Prompt Engineer 92

AWS Machine Learning Blog

JANUARY 28, 2025

To effectively optimize AI applications for responsiveness, we need to understand the key metrics that define latency and how they impact user experience. These metrics differ between streaming and nonstreaming modes and understanding them is crucial for building responsive AI applications.

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LLM Generative AI AI AI 76

AssemblyAI

MAY 23, 2023

When LLMs are used as general-purpose conversational chatbots (like ChatGPT), identifying all potential threats from mass use becomes challenging, as it is nearly impossible to predict all possible scenarios beforehand. Mass propaganda via coordinated networks of chatbots on social media platforms, aiming at distorting public discourse.

Large Language Models 130

Large Language Models Neural Network LLM Chatbots 130

ODSC - Open Data Science

JULY 3, 2023

PaLM 2 also demonstrates robust reasoning capabilities and stable performance on a suite of responsible AI evaluations. GPT-4 is one of the better-known LLMs on this list and has already been shown to do incredible feats thanks to creative prompt engineers.

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Large Language Models Data Science Natural Language Processing Prompt Engineer 98

AWS Machine Learning Blog

MARCH 27, 2024

Text-to-image models also enhance your customer experience by allowing for personalized advertising as well as interactive and immersive visual chatbots in media and entertainment use cases. That’s why it’s good practice to check if you actually need to fine-tune your model for your use case or if prompt engineering is sufficient.

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Prompt Engineer Prompt Engineering Data Scientist Machine Learning 122

AWS Machine Learning Blog

AUGUST 8, 2024

Refine your existing application using strategic methods such as prompt engineering , optimizing inference parameters and other LookML content. Every use case has different requirements for context length, token size, and the ability to handle various tasks like summarization, task completion, chatbot applications, and so on.

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Metadata LLM Prompt Engineer Prompt Engineering 128

Topbots

JULY 29, 2024

Prompt Tuning: An overview of prompt tuning and its significance in optimizing AI outputs. Google’s Gen AI Development Tools: Insight into the tools provided by Google for developing generative AI applications. Best Practices for Prompt Engineering: Guidance on creating effective prompts for various tasks.

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Generative AI Large Language Models Prompt Engineer Prompt Engineering 52

ODSC - Open Data Science

OCTOBER 24, 2024

From Prototype to Production: Mastering LLMOps, Prompt Engineering, and Cloud Deployments This post is meant to walk through some of the steps of how to take your LLMs to the next level, focusing on critical aspects like LLMOps, advanced prompt engineering, and cloud-based deployments.

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ML LLM Data Science Robotics 52

Towards AI

FEBRUARY 13, 2025

During the Industrial Revolution, automation displaced many traditional workers, but it also created entirely new job categories, like factory supervisors, machine maintenance specialists, and industrial engineers. Pop culture fuels many fears about AI taking over. But Sophia is not self-aware its just a chatbot with a humanoid face.

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AI AI Automation Robotics 60

Robot Writers AI

JANUARY 21, 2024

According to writer Scott Clark, the “comprehensive courses are available for those seeking a more in-depth understanding of what some are describing as both a science and an art form (prompt engineering).” Observes Lahiri: “Founded in 2021 by former OpenAI employees, Anthropic focuses on responsible AI and safety.

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ChatGPT OpenAI Chatbots AI Chatbots 52

AWS Machine Learning Blog

AUGUST 9, 2024

Question and answering (Q&A) using documents is a commonly used application in various use cases like customer support chatbots, legal research assistants, and healthcare advisors. Learn more about prompt engineering and generative AI-powered Q&A in the Amazon Bedrock Workshop.

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Data Ingestion Metadata LLM Generative AI 132

ODSC - Open Data Science

APRIL 21, 2023

Well, during the hackathon you’ll have access to cutting-edge tools and platforms, including Weaviate and OpenAI API & ChatGPT plugins, to work on projects such as generative search and prompt engineering. Present your innovative solution to both a live audience and a panel of judges.

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Generative AI Large Language Models Prompt Engineer Prompt Engineering 52

ODSC - Open Data Science

FEBRUARY 6, 2024

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI.

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Large Language Models Big Data LLM Data Science 52

ODSC - Open Data Science

JANUARY 10, 2024

These concerns include lack of interpretability, bias, and discrimination, privacy, lack of model robustness, fake and misleading content, copyright implications, plagiarism, and environmental impact associated with training and inference of generative AI models.

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Large Language Models Deep Learning Data Science LLM 52

Pickl AI

AUGUST 2, 2023

Hack #2: Free Access on Hugging Face The AI community on GitHub, known as ‘Hugging Face,’ introduces a free Chat GPT 4 chatbot, eliminating the need for an API key. The Ethical Considerations While Using ChatGPT With the advancements in AI, ethical concerns are paramount. How can I access ChatGPT-4 for free?

ChatGPT 52

ChatGPT Neural Network Prompt Engineer Prompt Engineering 52

ODSC - Open Data Science

FEBRUARY 18, 2025

FinanceAlgorithmic trading and fraud detection powered by autonomous AI decision-making. Customer ServiceAI chatbots provide advanced customer support with contextual understanding. ManufacturingRobotic automation with AI-powered quality control and predictive maintenance.

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Explainability Automation AI AI 59

ODSC - Open Data Science

SEPTEMBER 8, 2023

Monitoring and Managing Drift, Building a ChatGPT-Powered Voice Assistant, and Gen AI for Data Analysis MLOps: Monitoring and Managing Drift Your machine learning model is always going to change over time, so how do you monitor and manage drift when it occurs? Catch this flash sale ASAP!

ChatGPT 52

ChatGPT Large Language Models Data Scientist Machine Learning 52

Snorkel AI

MARCH 2, 2023

Some of them are more geared and tuned toward actual question answering, or a chatbot kind of interaction. The natural chatbot conversational agent, our contact center comes to mind. The responsible AI measures pertaining to safety and misuse and robustness are elements that need to be additionally taken into consideration.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Neural Network 52

Snorkel AI

MARCH 2, 2023

Some of them are more geared and tuned toward actual question answering, or a chatbot kind of interaction. The natural chatbot conversational agent, our contact center comes to mind. The responsible AI measures pertaining to safety and misuse and robustness are elements that need to be additionally taken into consideration.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Neural Network 52

AWS Machine Learning Blog

SEPTEMBER 23, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

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LLM Large Language Models Machine Learning Automation 94

AWS Machine Learning Blog

JUNE 18, 2024

The advantages of using generative AI for virtual travel agents include improved customer satisfaction, increased efficiency, and the ability to handle a high volume of inquiries simultaneously. However, the deployment of generative AI in customer-facing applications raises concerns around responsible AI.

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Prompt Engineer Prompt Engineering Generative AI Responsible AI 127

AWS Machine Learning Blog

NOVEMBER 19, 2024

Fourth, we’ll address responsible AI, so you can build generative AI applications with responsible and transparent practices. Fifth, we’ll showcase various generative AI use cases across industries. In this session, learn best practices for effectively adopting generative AI in your organization.

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ML Generative AI AI AI 106

AWS Machine Learning Blog

JANUARY 26, 2024

Generative artificial intelligence (AI) applications built around large language models (LLMs) have demonstrated the potential to create and accelerate economic value for businesses. Learn more about our commitment to Responsible AI and additional responsible AI resources to help our customers.

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Generative AI ML LLM AI 139

AWS Machine Learning Blog

NOVEMBER 12, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 121

Generative AI Prompt Engineer Prompt Engineering AI 121

AWS Machine Learning Blog

DECEMBER 2, 2024

It also provides retrieve and generate evaluation metrics such as correctness, completeness, and helpfulness, as well as responsible AI metrics such as harmfulness and answer refusal. Use prompt engineering to improve accuracy from 64% to 76% Prompt engineering is a crucial technique to improve the performance of LLMs.

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Automation Generative AI Prompt Engineer Prompt Engineering 105

AWS Machine Learning Blog

NOVEMBER 22, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Python 101

Python Generative AI Prompt Engineer Prompt Engineering 101