IBM Journey to AI blog

OCTOBER 10, 2023

Organizations around the world are trying to understand the best way to harness these exciting new developments in AI while balancing the inherent risks of using these models in an enterprise context at scale. For the retrieval portion, watsonx Assistant leverages search capabilities to retrieve relevant content from business documents.

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IBM Journey to AI blog

AUGUST 28, 2023

Some common techniques include the following: Sentiment analysis : Sentiment analysis categorizes data based on the nature of the opinions expressed in social media content (e.g., Topic modeling: Topic modeling aims to discover underlying themes and/or topics in a collection of documents. positive, negative or neutral).

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Convolutional Neural Networks Data Mining Categorization Machine Learning 134

Unite.AI

DECEMBER 21, 2023

It offers over 55 marketing tools, arming users with valuable tools for creating optimized content, ad management, and integration with task management platforms. The platform's on-page SEO checker allows you to stay one step ahead of your client's competitors by uncovering their keyword strategies and content tactics.

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AI Tools Categorization Explainability AI 245

O'Reilly Media

OCTOBER 30, 2023

To take one example, would we be better off with the medical or legal advice from an AI that was trained only with the hodgepodge of knowledge to be found on the internet, or one trained on the full body of professional information on the topic? Operational Metrics. Policy on use of user data for further training.

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Unite.AI

DECEMBER 13, 2023

This prompt essentially guides the model's response, steering it toward the desired output style, tone, or content. Below are examples of original prompts and their refined versions through prompt tuning: Example 1: Content Creation Original Prompt: “Write a story about a dragon.” Applications of Prompt Tuning 1.

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Marktechpost

MAY 29, 2024

Their courses on various AI topics empower individuals with the knowledge and skills to harness AI’s potential effectively. Disaster Risk Monitoring Using Satellite Imagery This course teaches how to build and deploy deep learning models to detect flood events using satellite imagery.

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IBM Journey to AI blog

DECEMBER 4, 2023

This enhancement involves extracting content and insights or classifying information to support decision-making, such as in underwriting and claims processing. Currently, using this data for modeling risk involves manually-intensive efforts, and AI capabilities are underutilized.

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IBM Journey to AI blog

APRIL 18, 2024

AI systems like LaMDA and GPT-3 excel at generating human-quality text, accomplishing specific tasks, translating languages as needed, and creating different kinds of creative content. The exact nature of general intelligence in AGI remains a topic of debate among AI researchers.

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Unite.AI

SEPTEMBER 29, 2023

This transformation revolutionizes how we think about education and classroom management. Predictive Analysis for Student Performance By analyzing data, AI can predict which students are at risk, allowing for timely interventions. However, the methods, the efficiency, and the precision evolve.

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Marktechpost

AUGUST 11, 2023

Legal concerns have been raised about massive language models (LMs) because they are often trained on copyrighted content. The inherent tradeoff between legal risk and model performance lies at the heart of this topic. They developed SILO, a novel nonparametric language model to implement their suggestion.

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IBM Journey to AI blog

APRIL 25, 2024

Even when topics come up that the virtual assistants can’t solve on its own, automation can easily connect clients with a live agent who can help. The service is built to help clients improve IT reliability, reduce support gaps and streamline inventory management for IBM and other OEM systems.

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Unite.AI

FEBRUARY 23, 2024

The final module includes a graded quiz, a hands-on project, and optional content that extends into image generation prompts and the use of IBM's Prompt Lab tool. Key Features Expertly Curated Content : Developed by industry leaders to ensure relevance and practicality.

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Unite.AI

NOVEMBER 24, 2023

Managing Customer Relationship Queries Effective customer relationship management is key to building a loyal customer base and enhancing brand reputation. While this AI-generated content provides a solid starting point, it's crucial for entrepreneurs to consult with legal professionals for finalizing these documents.

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Marktechpost

JULY 7, 2023

However, as this technology is rapidly taking over multiple use cases in the market, we need to pay more attention to the security aspects of it and pay attention in greater detail to the risk associated with its usage, especially the open-source LLMs. Each check has a risk level associated with it.

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IBM Journey to AI blog

DECEMBER 15, 2023

While open-source AI offers enticing possibilities, its free accessibility poses risks that organizations must navigate carefully. The readily available nature of open-source AI also raises security concerns; malicious actors could leverage the same tools to manipulate outcomes or create harmful content. Governments like the U.S.

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AI Weekly

JUNE 29, 2023

smallbiztrends.com AI startup Typeface valued at $1 bln after Salesforce-led fundraise Typeface, a generative AI platform for enterprise content creation, said on Thursday that it was valued at $1 billion after an oversubscribed Series B funding round led by Salesforce's (CRM.N) [Try Pluto for free today] pluto.fi

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Algorithm ChatGPT Convolutional Neural Networks Robotics 178

Google Research AI blog

MAY 16, 2023

Posted by Deborah Cohen, Staff Research Scientist, and Craig Boutilier, Principal Scientist, Google Research As virtual assistants become ubiquitous, users increasingly interact with them to learn about new topics or obtain recommendations and expect them to deliver capabilities beyond narrow dialogues of one or two turns.

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Allen AI

JUNE 19, 2023

How to be mindful of current risks when using chatbots and writing assistants By Maria Antoniak , Li Lucy , Maarten Sap , and Luca Soldaini Have you used ChatGPT, Bard, or other large language models (LLMs)? With these concerns in mind, we’re sharing an introductory outline of the risks of LLMs, written for the everyday user.

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Large Language Models LLM Chatbots Explainability 143

Marktechpost

JANUARY 17, 2024

While Generative AI creates original content, Predictive AI concentrates on making predictions using data. The NIST AI Risk Management Framework and AI Trustworthiness taxonomy have indicated that these operational characteristics are necessary for trustworthy AI.

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IBM Journey to AI blog

JULY 17, 2023

Build assistance: Employees who create chatbots and other customer service tools can use generative AI for content creation and build assistance to support service requests, getting generated responses and suggestions based on existing company and customer data.

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ODSC - Open Data Science

DECEMBER 5, 2023

We had bigger sessions on getting started with machine learning or SQL, up to advanced topics in NLP, and of course, plenty related to large language models and generative AI. To quote one attendee, “I felt so bad for the speakers — they didn’t seem like they knew their topics well. What’s next?

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Large Language Models Data Science Artificial Intelligence Artificial Intelligence 98

AssemblyAI

NOVEMBER 15, 2023

Finally, decide if managing this data internally or externally makes more sense for your company and use case. Sourcing and managing data can be time and cost-intensive, so unless you have the dedicated internal resources, it may make sense to outsource the work. Consider whether or not you can manage this with internal research.

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AWS Machine Learning Blog

JUNE 4, 2024

Continued pre-training allows you to train models using your own unlabeled data in a secure and managed environment and supports customer-managed keys. Terraform is an IaC tool that allows you to manage AWS resources, software as a service (SaaS) resources, datasets, and more, using declarative configuration.

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Python DevOps Automation Artificial Intelligence 98

Unite.AI

JULY 13, 2023

Whether you're a blogger, marketer, or content creator, Jasper AI promises to revolutionize your writing process. Say goodbye to writer's block once and for all, and hello to effortless content creation with Jasper AI! Lastly, Jasper AI supports 30+ universal, showcasing its versatility and potential for universal content generation.

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IBM Journey to AI blog

JUNE 23, 2023

To accelerate speed-to-market, grow the business with new innovative products and services, gain new and deeper risk insights, and improve customer experience, most companies are also emphasizing digital transformation. Several insurers have created separate entities to manage their closed-book insurance portfolios.

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Pickl AI

APRIL 15, 2024

Accreditation, faculty expertise, and industry partnerships validate credibility, while a comprehensive curriculum covers essential topics like Python and machine learning. Finance: Banks use Data Science to detect fraud, manage risk, and personalise customer experiences. An easy EMI option is available for convenient payment.

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AI News

APRIL 17, 2024

Additionally, the cost of training a model on internet-scale data is just not affordable, and companies that leverage a foundational model risk exposure of their IP and other sensitive data. The council will convene quarterly to discuss important topics such as AI governance, data minimisation, confidentiality, lawfulness, accuracy and more.

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Towards AI

FEBRUARY 15, 2024

It is a content cartography platform. Minimap can synthesize a map of the dataspace through the lens of high-level topics. This article covers Document Loaders, Splitting, and RAG pipeline prep, introducing loaders like JSON, CSV, pdf, and integrations with apps and cloud services for efficient document management.

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Snorkel AI

FEBRUARY 10, 2023

At the August 2022 FDCAI virtual conference hosted by Snorkel AI, Meta senior applied research manager Anoop Sinha and Snorkel AI co-founder Braden Hancock joined the founder of TWIML , Sam Charrington, for a panel discussion on the current state and future potential for mastering speech and search AI with data-centric natural language processing.

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Large Language Models Chatbots Machine Learning Natural Language Processing 52

Snorkel AI

FEBRUARY 10, 2023

At the August 2022 FDCAI virtual conference hosted by Snorkel AI, Meta senior applied research manager Anoop Sinha and Snorkel AI co-founder Braden Hancock joined the founder of TWIML , Sam Charrington, for a panel discussion on the current state and future potential for mastering speech and search AI with data-centric natural language processing.

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Large Language Models Chatbots Machine Learning Natural Language Processing 52

Viso.ai

NOVEMBER 19, 2023

Late movers are at risk of falling behind their competitors in terms of technological adoption and innovation. Software #12: C3 AI Software #13: IBM Watson Software #14: DataRobot Software #15: Tractable Software #16: Content DNA Platform Software #17: Synthesia 1. Software #9: Observe.AI Software #10: TensorFlow Software #11: H2O.ai

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AWS Machine Learning Blog

APRIL 16, 2024

Amazon Lex is a fully managed artificial intelligence (AI) service with advanced natural language models to design, build, test, and deploy conversational interfaces in applications. Managing your Amazon Lex bots using AWS CloudFormation allows you to create templates defining the bot and all the AWS resources it depends on.

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O'Reilly Media

JANUARY 16, 2024

I’m personally interested in this topic since I am a professor who researches human-computer interaction, user experience design, and cognitive science , so AI voice interfaces are fascinating to me. That in turn got me curious about the concept of syndication in the television business, so ChatGPT dived more into this topic.

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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. No matter the technique used, there will always be inherent risks when designing AI models, especially generative ones. This means we need to think about measuring potential risks in a number of ways.

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How to Learn Machine Learning

DECEMBER 2, 2022

With AI-powered supply chain management systems, there is a 20-50% reduction in errors, a 65% reduction in shortages and lost sales, a 5-10% saving in storage costs, and a 25-40% saving in administrative costs. Fleet management software employs AI to manage the number of vehicles as they move around the globe.

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Dlabs.ai

AUGUST 31, 2021

And you can expect them to cover topics as far-flung as business intelligence, machine learning, deep learning, AI algorithms, virtual assistants, and chatbots. Day two is for workshops — with twelve intimate sessions covering: “Practical machine learning for Python time series” “Uncertainty?

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Mlearning.ai

JULY 20, 2023

Today, we’re about to embark on an exhilarating journey, one that merges the realms of artificial intelligence and content creation. So, are you ready to dive into the future of content creation? Choose the Right Topic ChatGPT can be a valuable tool in helping you select the right topic for your article. Can you help me?

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