Chatbots Life

APRIL 19, 2024

As per a recent Gartner poll , 45% of executive leaders have increased their AI investments due to the popularity of ChatGPT. Key Generative AI Business Gains The statistics provide a compelling answer. For 68% of executives, the benefits of Generative AI far outweigh the associated risks. The trends don’t end here.

Generative AI 59

Generative AI Conversational AI Automation AI 59

AWS Machine Learning Blog

MARCH 23, 2023

Leidos is a FORTUNE 500 science and technology solutions leader working to address some of the world’s toughest challenges in the defense, intelligence, homeland security, civil, and healthcare markets. Although this example shows how to perform this for inference operations, you can extend the solution to training and other ML steps.

ML 96

ML Machine Learning Deep Learning Explainability 96

AI Impacts

FEBRUARY 1, 2023

Rick Korzekwa, February 1, 2023 Note: This post is intended to be accessible to readers with relatively little background in AI safety. People with a firm understanding of AI safety may find it too basic, though they may be interested in knowing which kinds of policies I have been encountering or telling me if I've gotten something wrong.

AI 130

AI AI OpenAI Large Language Models 130

AWS Machine Learning Blog

JULY 24, 2023

Solution overview FastAPI is an open-source web framework for serving Python applications that is much faster than traditional frameworks like Flask and Django. You can use FastAPI to deploy a server that hosts an endpoint on an Inferentia (Inf1/Inf2) instances that listens to client requests through a designated port.

BERT 74

BERT Deep Learning Python Machine Learning 74

PyImageSearch

JANUARY 30, 2023

Even though Artificial Intelligence (AI) is likely to replace millions of workers, it has great potential to enable them to keep up with changing technologies and remain valuable to the country. Further, AI can generate bit-size learning via low-storage study materials and other lessons in digital format. Figure 2 ).

Computer Vision 107

Computer Vision Deep Learning Neural Network Artificial Intelligence 107

Towards AI

SEPTEMBER 22, 2023

Last Updated on September 23, 2023 by Editorial Team Author(s): Ivan Reznikov Originally published on Towards AI. Since the model only considers the most probable token at each step, it may not capture the full diversity of the context and language or produce the most creative responses.

LLM 57

LLM Large Language Models Algorithm AI 57

AWS Machine Learning Blog

AUGUST 4, 2023

This post is co-authored by Daryl Martis, Director of Product, Salesforce Einstein AI. For instructions, refer to Bring Your Own AI Models to Salesforce with Einstein Studio The following diagram illustrates the solution architecture. You can use this integration for traditional models as well as large language models (LLMs).

ML 79

ML Categorization AI AI 79

Mlearning.ai

JANUARY 26, 2023

Questions addressed include: Which Open Source solutions provide cutting edge functionality to process EO data and how to make EO data processing more transparent and more reproducible? Out of 70 participants, 57 engaged with the polls and online Q&A, with an average of 24 responses to each question. Poll results can be seen below.

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Metadata Data Science Big Data Linked Data 98

Heartbeat

FEBRUARY 2, 2024

As AI strives to emulate human-like understanding, VQA plays a pivotal role by demanding systems to recognize objects and scenes in images and comprehend and respond to human-generated questions about those images. It's remarkable diversity and scale position it as a cornerstone for evaluating and benchmarking VQA algorithms.

Computer Vision 52

Computer Vision Natural Language Processing Artificial Intelligence Artificial Intelligence 52

AssemblyAI

MAY 3, 2023

In the grand tapestry of modern artificial intelligence, how do we ensure that the threads we weave when designing powerful AI systems align with the intricate patterns of human values? This question lies at the heart of AI alignment , a field that seeks to harmonize the actions of AI systems with our own goals and interests.

Large Language Models 363

Large Language Models Neural Network LLM Chatbots 363

AI Impacts

NOVEMBER 23, 2022

Each climate expert has a p(Doom) for climate change, or perhaps a more vague feeling of doominess. Their stated beliefs on specific questions are mostly just expressions of their p(Doom). I wonder if a similar phenomenon could be happening in AI Alignment research.[note] .”[note] Dannenberg & Zitzelsberger.

Categorization 130

Categorization Explainability Machine Learning AI 130

AWS Machine Learning Blog

NOVEMBER 30, 2023

The risks associated with generative AI have been well-publicized. Research shows that not only do risks for bias and toxicity transfer from pre-trained foundation models (FM) to task-specific generative AI services, but that tuning an FM for specific tasks, on incremental datasets, introduces new and possibly greater risks.

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Large Language Models LLM Algorithm Responsible AI 89

AWS Machine Learning Blog

JANUARY 19, 2024

We demonstrate that by pruning a PLM and trading off parameter count and validation error for a specific target task, and are able to achieve faster response times when compared to the base PLM model. Solution overview In this section, we present the overall workflow and explain the approach.

BERT 97

BERT Automation Neural Network Machine Learning 97

AWS Machine Learning Blog

SEPTEMBER 28, 2023

This empowers you to make well-informed and responsive decisions based on the most recent data. For more information about a multimodal version of this solution, refer to The science behind NFL Next Gen Stats’ new passing metric. To implement the solution, run the cells in SBP_main.ipynb.

Machine Learning 90

Machine Learning Automation ML Natural Language Processing 90

Probably Approximately a Scientific Blog

JANUARY 12, 2021

In the last 5 years, popular media has made it seem that AI is nearly if not already solved by deep learning, with reports on super-human performance on speech recognition, image captioning, and object recognition. In NLP, dialogue systems generate highly generic responses such as “I don’t know” even for simple questions.

Natural Language Processing 52

Natural Language Processing BERT NLP Neural Network 52

AWS Machine Learning Blog

APRIL 19, 2024

Iambic Therapeutics is a drug discovery startup with a mission to create innovative AI-driven technologies to bring better medicines to cancer patients, faster. Our advanced generative and predictive artificial intelligence (AI) tools enable us to search the vast space of possible drug molecules faster and more effectively.

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Auto-complete Metadata AI AI 100

AWS Machine Learning Blog

NOVEMBER 15, 2023

Llama 2 stands at the forefront of AI innovation, embodying an advanced auto-regressive language model developed on a sophisticated transformer foundation. Regardless of a developer’s choice between the basic or the advanced model, Meta’s responsible use guide is an invaluable resource for model enhancement and customization.

LLM 91

LLM Large Language Models Chatbots Generative AI 91

ODSC - Open Data Science

OCTOBER 9, 2023

The future of AI is being created today! At ODSC West’s AI Expo , you’ll get an opportunity to see how the future will unfold and the trajectory of AI in the coming years from the companies who are laying down the groundwork. These two are a powerful duo for organizations seeking to accelerate their data and AI journey.

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AI Developer AI Development Machine Learning Data Science 52

AWS Machine Learning Blog

MAY 24, 2023

Additionally, several existing solutions lack the capability to adapt to changes in data sources, regulations, and user requirements through continuous improvement and updates. In this post, we explore an innovative approach to IDP that utilizes a dialogue-guided query solution using Amazon Foundation Models and SageMaker JumpStart.

IDP 74

IDP LLM Automation Generative AI 74

The MLOps Blog

MAY 10, 2023

When working on real-world machine learning (ML) use cases, finding the best algorithm/model is not the end of your responsibilities. In this article, you will learn about different methods of saving, storing, and packaging a trained machine-learning model, along with the pros and cons of each method.

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Python Metadata ML Deep Learning 106

Topbots

JULY 6, 2023

If you’d like to skip around, here are the language models we featured: GPT-3 by OpenAI LaMDA by Google PaLM by Google Flamingo by DeepMind BLIP-2 by Salesforce LLaMA by Meta AI GPT-4 by OpenAI If this in-depth educational content is useful for you, you can subscribe to our AI research mailing list to be alerted when we release new material.

LLM 52

LLM Large Language Models Natural Language Processing OpenAI 52

AI Impacts

DECEMBER 22, 2022

An alternative or complementary kind of response is to try to avert such machines being built at all, at least while the degree of their apocalyptic tendencies is ambiguous. The conversation near me over the years has felt a bit like this: Some people: AI might kill everyone. And lately , to a bunch of other people.)

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AI AI AI Researcher AI Research 130

Artificial Corner

JUNE 6, 2023

Uncover the evolution of data engineering, from storage to real-time processing and AI integration. Then, we will dive deep into how real-time processing and AI integration have revolutionized data pipelines, empowering advanced analytics, intelligent applications, and data-driven decision-making. It was initially designed for the U.S.

Data Mining 52

Data Mining Big Data ETL Machine Learning 52

AWS Machine Learning Blog

MAY 2, 2023

SageMaker provides single model endpoints , which allow you to deploy a single machine learning (ML) model against a logical endpoint. Triton model ensemble feature Triton Inference Server greatly simplifies the deployment of AI models at scale in production. mkdir -p model_cpu_repository/fil/1 !cp astype(str).tolist()

ML 65

ML Auto-classification Python Machine Learning 65

AWS Machine Learning Blog

FEBRUARY 27, 2023

Model tuning is the experimental process of finding the optimal parameters and configurations for a machine learning (ML) model that result in the best possible desired outcome with a validation dataset. In the solution, SageMaker Processing preprocesses the training dataset from Amazon S3. For example, if 4.5%

ML 80

ML Machine Learning Algorithm Neural Network 80

AWS Machine Learning Blog

JANUARY 6, 2023

Amazon Lex uses machine learning (ML) to understand natural language (normal conversational text and speech). Designing and building an intelligent conversational interface is very different than building a traditional application or website, and this post will help you develop some of the new skills required.

ML 80

ML Conversational AI Machine Learning Chatbots 80

PyImageSearch

FEBRUARY 19, 2024

vs. Gemini Pro for Image Classification Summary and Key Takeaways Citation Information Image Classification with Gemini Pro In this tutorial, you’ll learn how to use the Gemini Pro generative model with the Google AI Python SDK (software development kit) to generate code for image classification in PyTorch. ChatGPT-3.5

Computer Vision 60

Computer Vision ChatGPT Deep Learning Python 60

Pickl AI

MARCH 13, 2023

INTRODUCTION Machine Learning is a subfield of artificial intelligence that focuses on the development of algorithms and models that allow computers to learn and make predictions or decisions based on data, without being explicitly programmed. Below are the main clustering methods used in machine learning.

Algorithm 52

Algorithm Machine Learning Python Natural Language Processing 52

Google Research AI blog

NOVEMBER 28, 2022

Posted by Cat Armato, Program Manager, Google This week marks the beginning of the 36th annual Conference on Neural Information Processing Systems ( NeurIPS 2022 ), the biggest machine learning conference of the year.

Neural Network 52

Neural Network Machine Learning Large Language Models Algorithm 52

Heartbeat

DECEMBER 28, 2023

The Magical World of Edge AI and Federated Learning: Unleashing the Power of Smart Devices and Protecting Data Privacy Hello there, tech enthusiasts! Welcome to Edge AI and Federated Learning, where machines transform into intelligent partners, making instantaneous choices.

AI 52

AI AI Artificial Intelligence Artificial Intelligence 52

PyImageSearch

JULY 24, 2023

In short, Keras Core is the first effort to end the 100-year war of Deep Learning Frameworks and unite forces for a better and “open” artificial intelligence (AI) future. Keras is a user-friendly tool written in Python for Deep Learning. It’s designed to be used with TensorFlow , another major player in the AI field.

Computer Vision 98

Computer Vision Deep Learning Machine Learning Neural Network 98

AWS Machine Learning Blog

NOVEMBER 1, 2023

Visual language processing (VLP) is at the forefront of generative AI, driving advancements in multimodal learning that encompasses language intelligence, vision understanding, and processing. Solution overview The proposed VLP solution integrates a suite of state-of-the-art generative AI modules to yield accurate multimodal outputs.

Auto-classification 93

Auto-classification LLM Auto-complete Generative AI 93

AWS Machine Learning Blog

JULY 20, 2023

Artificial intelligence (AI) has become an important and popular topic in the technology community. As AI has evolved, we have seen different types of machine learning (ML) models emerge. References [1] Raj Kumar, P. In this post, we discuss what ensemble models are and why their usage can be beneficial.

ML 82

ML Python Natural Language Processing Machine Learning 82

AWS Machine Learning Blog

AUGUST 8, 2023

Artificial intelligence (AI) adoption is accelerating across industries and use cases. Recent scientific breakthroughs in deep learning (DL), large language models (LLMs), and generative AI is allowing customers to use advanced state-of-the-art solutions with almost human-like performance. See the following code: !mkdir

BERT 79

BERT Deep Learning Auto-classification ML 79