IBM Journey to AI blog

FEBRUARY 2, 2024

Not an easy task when you need to celebrate the achievements and stories of more than 1,000 nominees across nearly 100 categories. Powered by the generative capabilities of IBM watsonx , the system provides engaging insights about the personal lives and accomplishments of popular GRAMMY-nominated artists.

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AWS Machine Learning Blog

OCTOBER 6, 2023

For instance, in an application that recommends movies, features could include previous ratings, preference categories, and demographics. Generative AI developers can use frameworks like LangChain , which offers modules for integrating with LLMs and orchestration tools for task management and prompt engineering.

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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. This post provides three guided steps to architect risk management strategies while developing generative AI applications using LLMs.

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IBM Journey to AI blog

JANUARY 25, 2024

.” However, sometimes AI requires clear guardrails before one can agree with “good.” Generative AI is opening doors and creating new opportunities and risks for organizations globally, with human resources (HR) leadership playing a key role in managing these challenges.

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Defined.ai blog

JANUARY 31, 2023

Incremental improvement with Exponential Tools These are all vital questions, but they’re also too big to answer without time and extensive societal discourse—never mind that if AI’s exponential progress trend continues, the AI developments of today will be completely superseded by the AI developments of literally tomorrow.

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IBM Journey to AI blog

NOVEMBER 24, 2023

While attempting to drive acceleration and optimize cost of modernization, Generative AI is becoming a critical enabler to drive change in how we accelerate modernization programs. Let us explore the Generative AI possibilities across these lifecycle areas. Subsequent phases are build and test and deploy to production.

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AWS Machine Learning Blog

SEPTEMBER 1, 2023

Nowadays, the majority of our customers is excited about large language models (LLMs) and thinking how generative AI could transform their business. In this post, we discuss how to operationalize generative AI applications using MLOps principles leading to foundation model operations (FMOps).

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IBM Journey to AI blog

MAY 8, 2023

In my previous post , I described the different capabilities of both discriminative and generative AI, and sketched a world of opportunities where AI changes the way that insurers and insured would interact. The risk of privacy leakage from interaction with AI technologies is a major source of consumer concern and mistrust.

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IBM Journey to AI blog

FEBRUARY 12, 2024

Along with optimized search, the help center includes blogs, FAQs, contact information, and topic level organization. Trend 5: Personalized experiences using data and generative AI As stated, emotional connection with customers is a foundational element of customer experience. AI is not a new territory for eBay.

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AWS Machine Learning Blog

AUGUST 3, 2023

AWS intelligent document processing (IDP), with AI services such as Amazon Textract , allows you to take advantage of industry-leading machine learning (ML) technology to quickly and accurately process data from any scanned document or image. Generative AI is driven by large ML models called foundation models (FMs).

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AWS Machine Learning Blog

NOVEMBER 7, 2023

Today, we are excited to unveil three generative AI demos, licensed under MIT-0 license : Amazon Kendra with foundational LLM – Utilizes the deep search capabilities of Amazon Kendra combined with the expansive knowledge of LLMs. The following diagram shows the architecture of a generative AI application using the RAG approach.

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Unite.AI

APRIL 30, 2024

In your LinkedIn blog post titled “ A Reflection on My 1st Year as a CTO ,” you wrote, “CTOs don’t work alone. As integrated data becomes more available with AI, it can be utilized to connect disparate systems and improve safety and accuracy across the continuum of care. They’re part of a team.”

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Unite.AI

JULY 25, 2023

For all AI models, the standard procedure is to deploy the model and then periodically retrain it on the latest real-world data to ensure that its performance doesn't deteriorate. But, with the meteoric rise of Generative AI , AI model training has become anomalous and error-prone. Let’s discuss this in more detail.

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ODSC - Open Data Science

DECEMBER 4, 2023

AI content is everywhere. ChatGPT’s explosion in popularity has created a surge in AI-generated blogs, articles, emails, resumes, and academic papers. Naturally, AI content detectors have grown in response. Many schools and publications have used AI-driven plagiarism checkers for years.

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IBM Journey to AI blog

AUGUST 8, 2023

This commitment has helped us become recognized in 13 categories for this year’s Microsoft’s Partner of the Year Awards , including Microsoft’s U.S. The post Better together: IBM and Microsoft make enterprise-wide transformation a reality appeared first on IBM Blog. We are the #1 Red Hat GSI specialized in ARO.

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IBM Journey to AI blog

MARCH 4, 2024

AI is at a turning point, driving exponential advancements in an organization’s prosperity and growth. Generative AI (gen AI) introduces transformative innovation to all aspects of a business; from the front to the back office, through ongoing technology modernization, and into new product and service development.

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Towards AI

FEBRUARY 15, 2023

Last Updated on February 15, 2023 by Editorial Team What happened this week in AI by Louis This week was rather chaotic in the world of large language models (LLMs) and “Generative AI” as large tech companies scrambled to display their technology in the wake of ChatGPT’s success.

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Flipboard

MAY 10, 2023

(GeekWire Photo / Todd Bishop) The Allen Institute for Artificial Intelligence (AI2) raised a fresh $30 million pre-seed fund to invest in “AI-first” startups born from its incubator program. Madrona, which is betting big on generative AI , led both AI2 incubator funds.

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NVIDIA

SEPTEMBER 11, 2023

Grace Hopper Superchips and H100 GPUs led across all MLPerf’s data center tests, including inference for computer vision, speech recognition and medical imaging, in addition to the more demanding use cases of recommendation systems and the large language models ( LLMs ) used in generative AI.

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Towards AI

APRIL 9, 2024

Many large tech companies have released music models over the past year, but we expect to see more impressive results from the next generation of these models in the coming months. The pace at which Generative AI is being applied to new domains is incredible. Stability AI Released Stable Audio 2.0 Why should you care?

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IBM Journey to AI blog

OCTOBER 16, 2023

Filtering email ML algorithms in Google’s Gmail automate filtering customers’ email into Primary, Social and Promotions categories while also detecting and rerouting spam to a spam folder. Watsonx is a next-generation data and AI platform built to help organizations multiply the power of AI for business.

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Marktechpost

JULY 17, 2023

A growing number of people are using AI content generators because they can produce high-quality content quickly and effectively. Here are a few of the best artificial intelligence content generators available right now: Jasper Jasper is a generative AI platform that aids in producing brand-specific content.

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AWS Machine Learning Blog

APRIL 8, 2024

However, in many situations, you may need to retrieve documents created in a defined period or tagged with certain categories. To refine the search results, you can filter based on document metadata to improve retrieval accuracy, which in turn leads to more relevant FM generations aligned with your interests.

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Artificial Corner

NOVEMBER 3, 2023

Siri, Google Assistant, or Alexa got replaced by a new category of AI product: Personal AI. For a few days, I’ve tried a few Personal AIs: Spheria , HeyPi, and Augment. What’s a Personal AI? A Personal AI is a category of AI where users can create and train their own AI. The results?

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Unite.AI

JANUARY 8, 2024

searching for keywords, checking for plagiarism, generating AI art with Photosonic, etc.) Writesonic is an AI writing assistant that uses generative AI for content creation, SEO optimization, and AI chatbot development. AI Writing Tools Writesonic is primarily used as an AI writer.

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AWS Machine Learning Blog

MARCH 15, 2024

However, existing solutions can often fall into two categories: rule-based systems that demand substantial time and effort for setup and upkeep, or rigid systems that lack the flexibility required for human-like interactions with customers. After the customer confirms the order, the order will be processed. awscli>=1.29.57

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AWS Machine Learning Blog

OCTOBER 24, 2023

Follow the Artificial Intelligence category on AWS Machine Learning Blog to stay up to date with new capabilities and use cases for various AWS AI services. Lately, he has been dedicating his time to the next generation of messaging service using machine learning and generative AI.

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AWS Machine Learning Blog

SEPTEMBER 7, 2023

This process requires breaking down data into three categories: 1) measurements available from the physical system, 2) the set of actions that can be taken upon the system, and 3) a numerical metric (reward) of equipment performance. The algorithm trained in this blog post is called “ Conservative Q Learning ” (CQL).

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AWS Machine Learning Blog

NOVEMBER 15, 2023

This extensive dataset covers a wide range of objects and categories, providing SAM with a diverse and large-scale training data source. Grounding DINO is a zero-shot object detection model that can perform object detection with text providing category names (such as “traffic lights” or “truck”) and expressions (such as “yellow truck”).

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Mlearning.ai

APRIL 3, 2023

Evaluation To assess chatbot performance, eight question categories were created and ten questions per category were asked, and responses were collected from five chatbots: LLaMA, Alpaca, ChatGPT, Bard, and Vicuna. GPT-4 was then used to rate the quality of the chatbots’ responses based on several criteria.

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AWS Machine Learning Blog

OCTOBER 19, 2023

Amazon Rekognition uses a hierarchical taxonomy to label inappropriate or unwanted content with 10 top-level moderation categories (such as violence, explicit, alcohol, or drugs) and 35 second-level categories.

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O'Reilly Media

NOVEMBER 28, 2023

Generative AI has been the biggest technology story of 2023. And everyone has opinions about how these language models and art generation programs are going to change the nature of work, usher in the singularity, or perhaps even doom the human race. Many AI adopters are still in the early stages. What’s the reality?

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AWS Machine Learning Blog

SEPTEMBER 5, 2023

We use the powerful generating capability of LLMs to generate the final decision including safe/unsafe labels and category type. In addition, by designing a prompt, we can make an LLM generate the defined output format, such as JSON format. The final results rely on a LLM with a specific prompt template.

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Robot Writers AI

DECEMBER 31, 2023

Dubbed ‘The AI Alliance,’ the group — which also includes academic institutions — was formed to promote an open, voluntary sharing of AI research in an effort to move the tech forward in a cooperative way. Share a Link : Please consider sharing a link to [link] from your blog, social media post, publication or emails.

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AWS Machine Learning Blog

NOVEMBER 17, 2023

A rules engine evaluates moderation guidelines, determining the frequency of stream sampling and the applicable moderation categories, all within predefined policies. Use the Amazon Rekognition Image Moderation API to assess the image against configured rules, applying a confidence threshold and ignoring unnecessary categories.

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TheSequence

MARCH 11, 2024

In this 5-minute read, you will learn how to apply traditional software evaluation techniques to AI, understand the different types of evaluations and when to use them, and see what the lifecycle of evaluating LLM applications looks like at the frontier of Generative AI. This post was written by Peter Hayes, CTO of Humanloop.

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Snorkel AI

OCTOBER 23, 2023

Source: Wayfair Blog By leveraging foundation models to automatically label data and iteratively looping that data to explore and improve their ML, Wayfair can unlock rich visual information from millions of product images to save years of manual labeling and improve accuracy over supplier-provided labels. Book a demo today.

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