AWS Machine Learning Blog

DECEMBER 5, 2023

This post is written in collaboration with Balaji Chandrasekaran, Jennifer Cwagenberg and Andrew Sansom and Eiman Ebrahimi from Protopia AI. New and powerful large language models (LLMs) are changing businesses rapidly, improving efficiency and effectiveness for a variety of enterprise use cases.

LLM 96

LLM AI AI Generative AI 96

ODSC - Open Data Science

MARCH 11, 2024

Introducing the Topic Tracks for ODSC East 2024 — Highlighting Gen AI, LLMs, and Responsible AI ODSC East 2024 , coming up this April 23rd to 25th, is fast approaching and this year we will have even more tracks comprising hands-on training sessions, expert-led workshops, and talks from data science innovators and practitioners.

Responsible AI 52

Responsible AI Deep Learning Data Science Machine Learning 52

AI News

MARCH 7, 2024

If a week is traditionally a long time in politics, it is a yawning chasm when it comes to AI. But are the ethical implications of AI technology being left behind by this fast pace? Stability AI, in previewing Stable Diffusion 3, noted that the company believed in safe, responsible AI practices.

OpenAI 253

OpenAI Prompt Engineer Prompt Engineering Large Language Models 253

ODSC - Open Data Science

AUGUST 24, 2023

Evolving Trends in Prompt Engineering for Large Language Models (LLMs) with Built-in Responsible AI Practices Editor’s note: Jayachandran Ramachandran and Rohit Sroch are speakers for ODSC APAC this August 22–23. are harnessed to channel LLMs output. Auto Eval Common Metric Eval Human Eval Custom Model Eval 3.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Responsible AI 52

Unite.AI

FEBRUARY 7, 2024

This is why Machine Learning Operations (MLOps) has emerged as a paradigm to offer scalable and measurable values to Artificial Intelligence (AI) driven businesses. In addition, LLMOps provides techniques to improve the data quality, diversity, and relevance and the data ethics, fairness, and accountability of LLMs.

Machine Learning 294

Machine Learning Large Language Models LLM BERT 294

Marktechpost

JANUARY 16, 2024

The challenge lies in ensuring these AI models provide accurate, fair, and unbiased information while safeguarding privacy and adhering to ethical standards. A large team of Researchers from world-class universities, institutions, and labs have introduced a comprehensive framework, TRUST LLM.

LLM 93

LLM Large Language Models Natural Language Processing Artificial Intelligence 93

Unite.AI

MARCH 15, 2024

Consequently, AI search engines are stepping onto the scene as a revolutionary answer. They introduce cutting-edge features like AI reverse and product searches to offer more profound, meaningful insights. Accordingly, these new AI search engines have markedly improved the user experience.

AI 306

AI AI OpenAI LLM 306

NVIDIA

MAY 1, 2024

Editor’s note: This post is part of the AI Decoded series , which demystifies AI by making the technology more accessible, and which showcases new hardware, software, tools and accelerations for RTX PC users. The latest version adds support for additional LLMs, including Gemma, the latest open, local LLM trained by Google.

AI Modeling 119

AI Modeling Neural Network LLM Metadata 119

AI News

MARCH 1, 2024

Founded in 2015 as a nonprofit AI research lab, OpenAI transitioned into a commercial entity in 2020. Musk, who has long voiced concerns about the risks posed by AI, has called for robust government regulation and responsible AI development.

OpenAI 250

OpenAI Big Data Responsible AI LLM 250

Marktechpost

APRIL 21, 2024

The following six free AI courses offer a structured pathway for beginners to start their journey into the world of artificial intelligence. Introduction to Generative AI: This course provides an introductory overview of Generative AI, explaining what it is and how it differs from traditional machine learning methods.

Artificial Intelligence 120

Artificial Intelligence Artificial Intelligence BERT Large Language Models 120

Allen AI

FEBRUARY 1, 2024

As the world races to deploy AI models that are effective and safe, the demand for Open Large Language Models (LLMs) has exploded. The massive adoption of both open and closed AI models means that AI capabilities have leapfrogged our ability to understand how they are created.

LLM 76

LLM Large Language Models AI Researcher AI Research 76

Marktechpost

MARCH 17, 2024

Artificial intelligence (AI) is quickly changing our lives and careers, from chatbots communicating with consumers to algorithms suggesting your next movie. A great deal of responsibility, however, is associated with this power. Even the most advanced AI models are susceptible to biases, security flaws, and unforeseen outcomes.

AI Researcher 57

AI Researcher AI Research LLM Artificial Intelligence 57

Marktechpost

APRIL 11, 2024

DeepLearning AI offers a variety of short courses designed to boost your skills in generative AI and other AI technologies. These courses are crafted to provide learners with the right knowledge, tools, and techniques required to excel in AI.

Artificial Intelligence 104

Artificial Intelligence Artificial Intelligence LLM Prompt Engineer 104

Snorkel AI

JANUARY 26, 2024

Snorkel AI’s Jan. 25 Enterprise LLM Summit: Building GenAI with Your Data drew over a thousand engaged attendees across three and a half hours and nine sessions. The eight speakers at the event—the second in our Enterprise LLM series—united around one theme: AI data development drives enterprise AI success.

LLM 64

LLM Large Language Models Explainability Data Science 64

Mlearning.ai

JULY 8, 2023

Introduction Create ML Ops for LLM’s Build end to end development and deployment cycle. Add Responsible AI to LLM’s Add Abuse detection to LLM’s. High level process and flow LLM Ops is people, process and technology. LLM Ops flow — Architecture Architecture explained.

Large Language Models 52

Large Language Models LLM Prompt Engineer Prompt Engineering 52

Unite.AI

DECEMBER 1, 2023

Machine learning , a subset of AI, involves three components: algorithms, training data, and the resulting model. This obscurity makes it challenging to understand the AI's decision-making process. AI black boxes are systems whose internal workings remain opaque or invisible to users. Impact of the LLM Black Box Problem 1.

LLM 264

LLM Machine Learning Explainability Algorithm 264

Snorkel AI

JANUARY 26, 2024

Snorkel AI’s Jan. 25 Enterprise LLM Summit: Building GenAI with Your Data drew over a thousand engaged attendees across three and a half hours and nine sessions. The eight speakers at the event—the second in our Enterprise LLM series—united around one theme: AI data development drives enterprise AI success.

LLM 52

LLM Large Language Models Explainability Data Science 52

ODSC - Open Data Science

SEPTEMBER 28, 2023

5 Must-Have Skills to Get Into Prompt Engineering From having a profound understanding of AI models to creative problem-solving, here are 5 must-have skills for any aspiring prompt engineer. 9 Open Source LLMs and Agents to Watch These are some interesting and new LLMs and LLM agents that we are following and that you should be too.

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM Data Scientist 52

John Snow Labs

OCTOBER 2, 2023

Moreover, LangTest extends its capabilities beyond just frameworks, offering compatibility with numerous LLM sources like OpenAI and AI21, enabling users to harness the power of diverse language models in their NLP pipelines.

Responsible AI 52

Responsible AI Automation NLP Natural Language Processing 52

ODSC - Open Data Science

JANUARY 23, 2024

One of the biggest topics we touched on was the concept of retrieval augmented generation, better known as RAG , for LLMs. In this post, I take a closer look at how RAG has emerged as the ideal starting point when it comes to designing enterprise LLM-powered applications. You can imagine it as a pyramid, where… Train from scratch.

LLM 52

LLM Data Scientist Data Science Deep Learning 52

TheSequence

JANUARY 14, 2024

Created Using DALL-E Next Week in The Sequence: Edge 361: Our current series about LLM reasoning explores the tree-of-thought method including its original paper. We also dive into LangChain’s LangSmith tool for LLM debugging and evaluation. 📝 Editorial: Would Generative AI Require New Hardware Platforms?

Generative AI 105

Generative AI LLM AI AI 105

TheSequence

MAY 29, 2023

In this post Toloka showcases Human-in-the-Loop using StarCoder, a code LLM, as an example. This successful implementation demonstrates how responsible AI and high-performing models can align. The risks of harmful results do not align with the principles of Responsible AI.

LLM 52

LLM Responsible AI Natural Language Processing Software Engineer 52

Unite.AI

DECEMBER 14, 2023

This can result in biased outcomes and hinder the effectiveness of LLMs on other tasks. Data contamination can negatively impact LLM performance in various ways. Various techniques are employed to identify data contamination in LLMs. Data security plays a critical role in LLMs.

Large Language Models 173

Large Language Models LLM Artificial Intelligence Artificial Intelligence 173

Marktechpost

NOVEMBER 23, 2023

During Data Science Conference 2023 in Belgrade on Thursday, 23 November, it was announced that Real AI won the ISCRA project. Real AI is chosen to build Europe’s first-ever Human-Centered LLM on the world’s 4th largest AI Computer Cluster ‘LEONARDO’. – Tarry Singh , CEO of Real AI B.V.

Large Language Models 116

Large Language Models LLM AI AI 116

Unite.AI

JULY 11, 2023

The Artificial Intelligence (AI) ecosystem has evolved rapidly in the last five years, with Generative AI (GAI) leading this evolution. In fact, the Generative AI market is expected to reach $36 billion by 2028 , compared to $3.7 However, advancing in this field requires a specialized AI skillset. billion in 2023.

Generative AI 189

Generative AI BERT Natural Language Processing Large Language Models 189

ODSC - Open Data Science

OCTOBER 26, 2023

With the rapid advance of AI across industries, responsible AI has become a hot topic for decision-makers and data scientists alike. But with the advent of easy-to-access generative AI, it’s now more important than ever. There are several reasons why responsible AI is critical as the technology continues to advance.

Generative AI 98

Generative AI Responsible AI AI AI 98

Marktechpost

DECEMBER 12, 2023

Thanks to the success in increasing the data, model size, and computational capacity for auto-regressive language modeling, conversational AI agents have witnessed a remarkable leap in capability in the last few years. This can be seen in resources like the Llama 2 Responsible Use Guide. They’ve also launched Purple Llama.

Generative AI 102

Generative AI AI Modeling Large Language Models LLM 102

John Snow Labs

DECEMBER 23, 2023

In the era of rapidly evolving Large Language Models (LLMs) and chatbot systems , we highlight the advantages of using LLM systems based on RAG (Retrieval Augmented Generation). RAG LLMs have the advantage of reducing hallucinations, by explaining the source of each fact, and enabling the use of private documents to answer questions.

LLM 52

LLM Chatbots Large Language Models NLP 52

John Snow Labs

DECEMBER 23, 2023

In the era of rapidly evolving Large Language Models (LLMs) and chatbot systems, we highlight the advantages of using LLM systems based on RAG (Retrieval Augmented Generation). RAG LLMs have the advantage of reducing hallucinations, by explaining the source of each fact, and enabling the use of private documents to answer questions.

LLM 52

LLM Chatbots Large Language Models NLP 52

Unite.AI

JANUARY 1, 2024

Today, Generative AI is wielding transformative power across various aspects of society. As per eMarketer , Generative AI shows early adoption with a projected 100 million or more users in the USA alone within its first four years. The Bad Despite the positive impacts, there are also challenges with the widespread use of Generative AI.

Generative AI 223

Generative AI AI AI Large Language Models 223

Marktechpost

MAY 6, 2024

With Meta Llama 3 models setting new standards in the field, the transition to Llama 3 signifies a significant turning point in AI development. The core objective is to deliver the most sophisticated and approachable open-source models to encourage creativity and cooperation within the AI community. In conclusion, Llama3-ChatQA-1.5

Large Language Models 118

Large Language Models Natural Language Processing NLP Responsible AI 118

Flipboard

AUGUST 6, 2023

Jupyter AI, an official subproject of Project Jupyter, brings generative artificial intelligence to Jupyter notebooks. The tool connects Jupyter with large language models (LLMs) from various providers, including AI21, Anthropic, AWS, Cohere, and OpenAI, supported by LangChain. The AI then responds based on the stored information.

Artificial Intelligence 113

Artificial Intelligence Artificial Intelligence Metadata Large Language Models 113

Marktechpost

DECEMBER 24, 2023

This paper (from a team of researchers from the University of Massachusetts Amherst, Columbia University, Google, Stanford University, and New York University) is a significant contribution to the ongoing discourse surrounding LLM safety, as it meticulously explores the intricate dynamics of these models during the finetuning process.

Machine Learning 111

Machine Learning Large Language Models Algorithm LLM 111

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

Generative AI 122

Generative AI LLM ML AI 122

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. Retrieval augments LLMs by allowing huge external context.

Large Language Models 130

Large Language Models Prompt Engineer Prompt Engineering LLM 130

John Snow Labs

SEPTEMBER 5, 2023

Topics Covered Include Large Language Models, Semantic Search, ChatBots, Responsible AI, and the Real-World Projects that Put Them to Work John Snow Labs , the healthcare AI and NLP company and developer of the Spark NLP library, today announced the agenda for its annual NLP Summit, taking place virtually October 3-5.

Natural Language Processing 98

Natural Language Processing NLP Large Language Models Responsible AI 98

AWS Machine Learning Blog

MAY 9, 2024

The rapid advancements in artificial intelligence and machine learning (AI/ML) have made these technologies a transformative force across industries. According to a McKinsey study , across the financial services industry (FSI), generative AI is projected to deliver over $400 billion (5%) of industry revenue in productivity benefits.

ML 106

ML Generative AI AI AI 106