IBM Journey to AI blog

DECEMBER 13, 2023

Derived from the Greek words for “hidden writing,” cryptography is the science of obscuring transmitted information so that it may only be read by the intended recipient. The applications of cryptography are endless. From the quotidian end-to-end message authentication on WhatsApp to the practical digital signatures on legal forms or even the CPU-draining ciphers used for mining cryptocurrency , cryptography has become an essential aspect of our digital world and a critical cybersecu

Algorithm 312

Algorithm Data Integration 312

Analytics Vidhya

DECEMBER 13, 2023

In a recent development, Microsoft Research’s Machine Learning Foundations team has unveiled Phi-2, the latest addition to their suite of small language models (SLMs). Clocking in at 2.7 billion parameters, Phi-2 defies expectations, showcasing unparalleled reasoning and language understanding capabilities within a surprisingly compact framework.

Machine Learning 309

Machine Learning Artificial Intelligence Artificial Intelligence 309

Unite.AI

DECEMBER 13, 2023

AI transforms cybersecurity by boosting defense and offense. It excels in spotting threats, adapting defenses and ensuring robust data backups. However, challenges include the rise of AI-driven attacks and privacy issues. Responsible AI use is crucial. The future involves human-AI collaboration to tackle evolving trends and threats in 2024. Importance of Staying Updated on Trends Staying updated on AI trends is crucial because it keeps you informed about the latest advancements, ensuring you re

AI 290

AI AI Explainability Responsible AI 290

Analytics Vidhya

DECEMBER 13, 2023

In this episode of Leading with Data, we have Satya Mallick, CEO of OpenCV.org and founder of Big Vision LLC, with us. Satya shares his remarkable journey in computer vision, emphasizing the crucial distinction between image processing and computer vision. From transparency in AI consulting to strategic growth strategies and the transformative impact of Generative […] The post Solving Computer Vision Problems with Satya Mallick appeared first on Analytics Vidhya.

Computer Vision 302

Computer Vision AI AI Generative AI 302

Speaker: David Warren and Kevin O’Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

IBM Journey to AI blog

DECEMBER 13, 2023

Conducting the best customer service strategy today requires organizations to invest in several customer service types. This way, organizations can ensure their customer base receives answers to their problems in the format they prefer. Customer service is an integral part of the customer experience. It has increasingly become an omnichannel discipline where every customer prefers to communicate on varying channels.

Chatbots 279

Chatbots DevOps Generative AI Conversational AI 279

AI News

DECEMBER 13, 2023

Microsoft’s 2.7 billion-parameter model Phi-2 showcases outstanding reasoning and language understanding capabilities, setting a new standard for performance among base language models with less than 13 billion parameters. Phi-2 builds upon the success of its predecessors, Phi-1 and Phi-1.5, by matching or surpassing models up to 25 times larger—thanks to innovations in model scaling and training data curation.

Big Data 284

Big Data Data Quality AI AI 284

Analytics Vidhya

DECEMBER 13, 2023

In a move towards advancing artificial intelligence, Mistral AI, a pioneer in delivering cutting-edge open models, has unveiled Mixtral 8x7B. This high-quality sparse mixture-of-experts (SMoE) model with open weights marks a significant leap in the field. Steering away from conventional architectures and training paradigms, Mistral AI aims to empower the developer community with original models, […] The post Mistral AI Introduces Mixtral 8x7B: A Powerful Sparse Mixture-of-Experts Model app

Artificial Intelligence 300

Artificial Intelligence Artificial Intelligence AI AI 300

Unite.AI

DECEMBER 13, 2023

Prompt tuning involves crafting and inputting a carefully designed text “prompt” into a Large Language Model (LLM). This prompt essentially guides the model's response, steering it toward the desired output style, tone, or content. Unlike traditional model training, which requires retraining the model on a large dataset, prompt tuning only needs a small set of examples or even a well-constructed sentence to influence the model's behavior.

Chatbots 253

Chatbots LLM Explainability Large Language Models 253

Analytics Vidhya

DECEMBER 13, 2023

Meta Platforms, formerly Facebook, finds itself entangled in legal turbulence as renowned figures like comedian Sarah Silverman and Pulitzer Prize winner Michael Chabon, among others, unite against the tech giant. The allegations suggest that Meta utilized copyrighted books, despite warnings from its legal team, to train its artificial intelligence models, sparking a contentious battle between […] The post Meta Used Copyrighted Books for Training Its LLaMA Model, Authors File Lawsuit appea

Artificial Intelligence 294

Artificial Intelligence Artificial Intelligence AI AI 294

Advertisement

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

Business Intelligence

IBM Journey to AI blog

DECEMBER 13, 2023

The role of procurement extends beyond transactional activities. A procurement strategy allows an organization to navigate an increasingly complex global supply chain, adapt swiftly to market fluctuations, and achieve cost optimization, operational efficiency and growth. By assessing and proactively managing risks inherent in the supply chain , organizations can shield themselves from disruptions and strengthen the resilience of their operations.

Categorization 228

Categorization Automation Explainability AI 228

Analytics Vidhya

DECEMBER 13, 2023

Introduction The year 2023 witnessed groundbreaking advancements in Natural Language Processing (NLP) with the rise of powerful language models like Bard, Gemini, and ChatGPT. These wonders are not just impressive feats of AI evolution – they signify the dawn of a new era where machines can understand and generate human language with unprecedented accuracy and […] The post A Comprehensive NLP Learning Path 2024 appeared first on Analytics Vidhya.

NLP 296

NLP Natural Language Processing ChatGPT AI 296

IBM Journey to AI blog

DECEMBER 13, 2023

There are many articles on equipment failure patterns that infer that a majority of all equipment fails at random , regardless of how much preventive maintenance was done. This claim is often used to encourage asset-intensive industries to evolve their maintenance strategies, invest in instrument equipment and leverage analytics to adopt predictive maintenance approaches.

Explainability 226

Explainability Algorithm 226

Analytics Vidhya

DECEMBER 13, 2023

Introduction In recent years, integrating artificial intelligence (AI) in stock trading has revolutionized investors’ decisions. With the emergence of Large Language Models (LLMs) such as GPT-3 and GPT-4, a paradigm shift has occurred, making complex market analyses and insights more accessible to individual investors and traders. This transformative technology leverages vast amounts of data and […] The post Building a Personalized AI Trading Consultant with GPT-4 appeared first on A

Large Language Models 296

Large Language Models Artificial Intelligence Artificial Intelligence AI 296

Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.

The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven

AI

Flipboard

DECEMBER 13, 2023

Google has done it again. The search giant announced the launch of MusicFX today, a groundbreaking new experimental tool that enables users to generate their own music using AI.

AI Tools 181

AI Tools AI AI Artificial Intelligence 181

Analytics Vidhya

DECEMBER 13, 2023

The artificial intelligence community encountered a brief setback. ChatGPT, a popular OpenAI-developed chatbot, faced a ‘major outage.’ OpenAI, the creator, confirmed the incident through a website notice. Despite limited details about the problem, OpenAI assured users it was resolved. The unexpected disruption happened between 5:32 pm and 6:10 pm PST, leaving users intermittently unable to […] The post Did ChatGPT Just Crash?

ChatGPT 294

ChatGPT OpenAI Artificial Intelligence Artificial Intelligence 294

Flipboard

DECEMBER 13, 2023

A.I. tools like ChatGPT did not boost the frequency of cheating in high schools, Stanford researchers say. Last December, as high school and college students began trying out a new A.I.

Chatbots 182

Chatbots ChatGPT Machine Learning 182

Analytics Vidhya

DECEMBER 13, 2023

OpenAI, the influential force behind the AI chatbot ChatGPT, is set to host a developer gathering in Bengaluru in January 2024. The primary aim of this event is to engage with Indian developers and collectively address safety challenges linked with artificial intelligence. Anna Makanju, OpenAI’s Vice President of Global Affairs, expressed her enthusiasm about the […] The post OpenAI Plans Bengaluru Developer Meet to Tackle AI Safety Concerns appeared first on Analytics Vidhya.

OpenAI 289

OpenAI AI Chatbots Artificial Intelligence Artificial Intelligence 289

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

Business Intelligence

Flipboard

DECEMBER 13, 2023

Google thinks that there’s an opportunity to offload more healthcare tasks to generative AI models — or at least, an opportunity to recruit those models to aid healthcare workers in completing their tasks. Today, the company announced MedLM, a family of models fine-tuned for the medical industries.

Generative AI 181

Generative AI AI Modeling AI AI 181

Analytics Vidhya

DECEMBER 13, 2023

Introduction As 2023 draws to a close, the landscape of artificial intelligence continues its relentless march forward. Staying abreast of the latest advancements can feel like chasing a moving target. Luckily, a wealth of invaluable resources resides within the vibrant ecosystem of GitHub. Here, we revisit some of the top AI GitHub repositories, offering a […] The post Top Generative AI GitHub Repositories to Revisit in 2023 appeared first on Analytics Vidhya.

Generative AI 286

Generative AI Artificial Intelligence Artificial Intelligence AI 286

Flipboard

DECEMBER 13, 2023

We’re excited to announce the second batch of a16z Open Source AI Grant recipients. This program is designed to support a thriving open source ecosystem around modern AI. We provide grant funding (not an investment) to developers and small teams who are building critical pieces of the open source AI stack. More information about the program and a list of prior recipients are available here.

Visual AI 181

Visual AI Chatbots AI AI 181

Analytics Vidhya

DECEMBER 13, 2023

Deterministic and stochastic models are approaches in various fields, including machine learning and risk assessment. Understanding the differences between these models is crucial for making informed decisions and predictions. This article will explore the pros and cons of deterministic and stochastic models, their applications, and their impact on machine learning and risk assessment.

Machine Learning 295

Machine Learning 295

Advertisement

After a year of sporadic hiring and uncertain investment areas, tech leaders are scrambling to figure out what’s next. This whitepaper reveals how tech leaders are hiring and investing for the future. Download today to learn more!

Flipboard

DECEMBER 13, 2023

Hyperplane, a San Francisco-based startup that is building foundation models to help banks predict customer behavior, is coming out of stealth today by announcing a $6 million funding round led by former Stripe exec Lachy Groom, who was joined by SV Angel, Clocktower Technology Ventures, Liquid2 Ventures, Soma Capital, Latitud, Atman Capital, Crestone VC and […] © 2023 TechCrunch.

AI 181

AI AI 181

Analytics Vidhya

DECEMBER 13, 2023

Introduction In the ever-evolving landscape of natural language understanding, researchers continue to push the boundaries of what’s possible through innovative approaches. In this article, we will delve into a collection of groundbreaking research papers on generative AI (GenAI). They explore diverse facets of language models, from improving alignment with human preferences to synthesizing 3D content […] The post Top 10 Research Papers on GenAI appeared first on Analytics Vidhya.

Generative AI 190

Generative AI AI AI 190

Flipboard

DECEMBER 13, 2023

What does life online look like filtered through a bot? There is a tension at the heart of ChatGPT that may soon snap. Does the technology expand our world or constrain it?

ChatGPT 181

ChatGPT Chatbots AI AI 181

Unite.AI

DECEMBER 13, 2023

Despite the notable advancements made by artificial intelligence in the last decade, which include defeating human champions in strategic games like Chess and GO and predicting the 3D structure of proteins , the widespread adoption of large language models (LLMs) signifies a paradigm shift. These models, poised to transform human-computer interactions, have become indispensable across various sectors, including education, customer services, information retrieval, software development, media, and

AI Modeling 130

AI Modeling Large Language Models AI AI 130

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

Generative AI

Flipboard

DECEMBER 13, 2023

Artificial Intelligence (AI) is changing the world, and it’s no secret that those who master and harness this technology can create immense wealth for themselves and their clients. The rapid.

Artificial Intelligence 177

Artificial Intelligence Artificial Intelligence AI AI 177

Marktechpost

DECEMBER 13, 2023

Open-source Large Language Models (LLMs) such as LLaMA, Falcon, and Mistral offer a range of choices for AI professionals and scholars. Yet, the majority of these LLMs have only made available select components like the end-model weights or inference scripts, with technical documents often narrowing their focus to broader design aspects and basic metrics.

Large Language Models 137

Large Language Models LLM AI Research AI Researcher 137

Flipboard

DECEMBER 13, 2023

Glean, a startup founded by former Google search engineers that uses OpenAI’s large language models to help workers search through their companies’ internal data, is in talks with investors to raise at least $200 million at a $2 billion pre-money valuation, according to two people with knowledge.

Large Language Models 176

Large Language Models Machine Learning 176