Mon.Sep 23, 2024

article thumbnail

Kunal Anand, F5: Shaping AI-optimised networks and enhancing security

AI News

As AI applications evolve, they place greater demands on network infrastructure, particularly in terms of latency and connectivity. Supporting large-scale AI deployments introduces new issues, and analysts predict that AI-related traffic will soon account for a major portion of total network traffic. The industry must be prepared to handle this surge effectively.

Big Data 302
article thumbnail

Beyond the Hype: Unveiling the Real Impact of Generative AI in Drug Discovery

Unite.AI

Since Insilico Medicine developed a drug for idiopathic pulmonary fibrosis (IPF) using generative AI, there's been a growing excitement about how this technology could change drug discovery. Traditional methods are slow and expensive , so the idea that AI could speed things up has caught the attention of the pharmaceutical industry. Startups are emerging, looking to make processes like predicting molecular structures and simulating biological systems more efficient.

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Using AI to conserve the endangered African forest elephant

IBM Journey to AI blog

In the Congo Basin, the second-largest rainforest in the world, the African forest elephant population has been in drastic decline for decades. This decline is the result of habitat loss caused by deforestation and climate change, along with rampant poaching. We can observe the beneficial environmental effects of these species starting to disappear.

ESG 274
article thumbnail

Mistral Large 2 vs Claude 3.5 Sonnet: Performance, Accuracy, and Efficiency

Analytics Vidhya

Introduction In the dynamic realm of artificial intelligence, innovation never stands still, and new models continuously emerge, vying for attention and application. Among the latest breakthroughs are Mistral Large 2 and Anthropic’s Claude 3.5 Sonnet, each representing distinct approaches to harnessing AI’s potential. Mistral Large 2 focuses on performance and versatility, promising to handle a […] The post Mistral Large 2 vs Claude 3.5 Sonnet: Performance, Accuracy, and Effici

article thumbnail

The Ultimate Blueprint for an AI-First Contact Center

Start building the AI workforce of the future with our comprehensive guide to creating an AI-first contact center. Learn how Conversational and Generative AI can transform traditional operations into scalable, efficient, and customer-centric experiences. What is AI-First? Transition from outdated, human-first strategies to an AI-driven approach that enhances customer engagement and operational efficiency.

article thumbnail

Why Can’t Generative Video Systems Make Complete Movies?

Unite.AI

The advent and progress of generative AI video has prompted many casual observers to predict that machine learning will prove the death of the movie industry as we know it – instead, single creators will be able to create Hollywood-style blockbusters at home, either on local or cloud-based GPU systems. Is this possible? Even if it is possible, is it imminent , as so many believe?

More Trending

article thumbnail

Duolingo Review: Can You Reach 100% Fluency? My Experience

Unite.AI

Learning a new language can easily be overwhelming. Between memorizing vocabulary, grasping tricky grammar rules , and practicing pronunciation , it’s no wonder many give up before getting started. Duolingo , however, offers a refreshing alternative! Unlike traditional methods that rely on textbooks and rigid classroom settings, Duolingo is free, accessible, and gamified.

AI Tools 162
article thumbnail

CLIP VIT-L14: OpenAI’s Multimodal Marvel for Zero-Shot Image Classification

Analytics Vidhya

Introduction OpenAI’s development of CLIP (Contrastive Language Image Pre-training) has seen a lot of development in multimodal and natural language models. CLIP VIT L14 shows how you can represent image and text processing tasks. With different applications, this computer vision system can help represent text and images in a vector format. Another great attribute of […] The post CLIP VIT-L14: OpenAI’s Multimodal Marvel for Zero-Shot Image Classification appeared first on Analytics V

article thumbnail

The Rising Danger of Ransomware and How to Recover From an Attack

Unite.AI

When an organization begins to expand, they’ll likely be faced with a number of operational challenges they need to address. While all businesses have unique roadblocks they’ll need to navigate around, one of the most common issues that all organizations are dealing with today are cyber threats. Considering the global surge in cybercrime year-over-year, it’s likely that most organizations will have to deal with at least one major security threat in the near future.

article thumbnail

LLMs on Mobile: Present and Future Possibilities

Analytics Vidhya

Introduction The smartphone industry is witnessing a new war! Companies are competing to integrate advanced generative AI features into their devices. From enhancing user interactions to transforming efficiency, the rivalry is intense. Apple recently released the iPhone 16 series, but the long-awaited AI capabilities, driven by Apple Intelligence, will not be fully accessible until December. […] The post LLMs on Mobile: Present and Future Possibilities appeared first on Analytics Vidhya.

article thumbnail

The Intersection of AI and Sales: Personalization Without Compromise

Speaker: Jesse Hunter and Brynn Chadwick

Today’s buyers expect more than generic outreach–they want relevant, personalized interactions that address their specific needs. For sales teams managing hundreds or thousands of prospects, however, delivering this level of personalization without automation is nearly impossible. The key is integrating AI in a way that enhances customer engagement rather than making it feel robotic.

article thumbnail

Ben Alfi, CEO & Co-Founder of Bluewhite – Interview Series

Unite.AI

Ben Alfi is the Founder and CEO of Bluewhite, an autonomous technology company. He established the business in 2017 after more than 25 years of experience in the Israeli Air Force as a combat pilot and Head of Unmanned Systems R&D Programs. Bluewhite focuses on improving farm resilience by providing technology that maximizes productivity and reduces operational costs.

article thumbnail

Memory and Hybrid Search in RAG using LlamaIndex

Analytics Vidhya

Introduction Retrieval Augmented Generation (RAG) pipelines are improving how AI systems interact with custom data, but two critical components we will focus on here: memory and hybrid search. In this article, we will explore how integrating these powerful features can transform your RAG system from a simple question-answering tool into a context-aware, intelligent conversational agent. […] The post Memory and Hybrid Search in RAG using LlamaIndex appeared first on Analytics Vidhya.

article thumbnail

To Save Lives, and Energy, Wellcome Sanger Institute Speeds Cancer Research With NVIDIA Accelerated Computing

NVIDIA

The Wellcome Sanger Institute, a key contributor to the international Human Genome Project, is turning to NVIDIA accelerated computing to save energy while saving lives. With one of the world’s largest sequencing facilities, the U.K.-based institute has read more than 48 petabases — or 48 quadrillion base pairs — of DNA and RNA sequences to uncover crucial insights into health and disease.

article thumbnail

Building Multi-Agentic System with CrewAI and Ollama

Analytics Vidhya

Introduction Don’t want to spend money on APIs, or are you concerned about privacy? Or do you just want to run LLMs locally? Don’t worry; this guide will help you build agents and multi-agent frameworks with local LLMs that are completely free to use. We’ll explore how to build agentic frameworks with CrewAI and Ollama […] The post Building Multi-Agentic System with CrewAI and Ollama appeared first on Analytics Vidhya.

article thumbnail

The New CX: Your Guide to AI Agents

The guide for revolutionizing the customer experience and operational efficiency This eBook serves as your comprehensive guide to: AI Agents for your Business: Discover how AI Agents can handle high-volume, low-complexity tasks, reducing the workload on human agents while providing 24/7 multilingual support. Enhanced Customer Interaction: Learn how the combination of Conversational AI and Generative AI enables AI Agents to offer natural, contextually relevant interactions to improve customer exp

article thumbnail

NVIDIA Partners for Globally Inclusive AI in U.S. Government Initiative

NVIDIA

NVIDIA is joining the U.S. government’s launch of the Partnership for Global Inclusivity on AI (PGIAI), providing Deep Learning Institute training, GPU credits and hardware and software grants in developing countries. The partnership was announced today in New York at the U.N. General Assembly by U.S. Secretary of State Antony Blinken. The effort aims to harness the potential of artificial intelligence to advance sustainable development around the world.

article thumbnail

How to Build Multi-Agent System with CrewAI and Ollama?

Analytics Vidhya

Introduction Don’t want to spend money on APIs, or are you concerned about privacy? Or do you just want to run LLMs locally? Don’t worry; this guide will help you build agents and multi-agent frameworks with local LLMs that are completely free to use. We’ll explore how to build agentic frameworks with CrewAI and Ollama […] The post How to Build Multi-Agent System with CrewAI and Ollama?

article thumbnail

Announcing Databricks Support for Amazon EC2 G6 Instances

databricks

We are excited to announce that Databricks now supports Amazon EC2 G6 instances powered by NVIDIA L4 Tensor Core GPUs. This addition marks.

ML 131
article thumbnail

OpenAI Releases Multilingual Massive Multitask Language Understanding (MMMLU) Dataset on Hugging Face to Easily Evaluate Multilingual LLMs

Marktechpost

OpenAI released the Multilingual Massive Multitask Language Understanding (MMMLU) dataset on Hugging Face. As language models grow increasingly powerful, the necessity of evaluating their capabilities across diverse linguistic, cognitive, and cultural contexts has become a pressing concern. OpenAI’s decision to introduce the MMMLU dataset addresses this challenge by offering a robust, multilingual, and multitask dataset designed to assess the performance of large language models (LLMs) on variou

OpenAI 123
article thumbnail

How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

article thumbnail

How AI can help reform UK NHS

Ehud Reiter

The UK government has announced three priorities for reforming the UK National Health Service ( BBC News ): move from an analogue to a digital NHS. shift care from hospitals to communities. pivot to (focus) on prevention instead of treating illness. I suspect that most health services around the world share these goals (except that some health services are already properly digitised).

article thumbnail

Ancient Earth Had a Widely Fluctuating Surface Temperature

Extreme Tech

This doesn't mean Earth's current warming trend is any less concerning, scientists warn.

119
119
article thumbnail

5 Free Courses to Master Deep Learning in 2024

Machine Learning Mastery

AI applications are everywhere. I use ChatGPT on a daily basis — to help me with work tasks, and planning, and even as an accountability partner. Generative AI hasn’t just transformed the way we work. It helps businesses streamline operations, cut costs, and improve efficiency. As companies rush to implement generative AI solutions, there has been an […] The post 5 Free Courses to Master Deep Learning in 2024 appeared first on MachineLearningMastery.com.

article thumbnail

Enhancing Large Language Models with Diverse Instruction Data: A Clustering and Iterative Refinement Approach

Marktechpost

Large language models (LLMs) have become a pivotal part of artificial intelligence, enabling systems to understand, generate, and respond to human language. These models are used across various domains, including natural language reasoning, code generation, and problem-solving. LLMs are usually trained on vast amounts of unstructured data from the internet, allowing them to develop broad language understanding.

article thumbnail

Zero Trust Mandate: The Realities, Requirements and Roadmap

The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.

article thumbnail

Making traffic lights more efficient with Amazon Rekognition

AWS Machine Learning Blog

State and local agencies spend approximately $1.23 billion annually to operate and maintain signalized traffic intersections. On the other end, traffic congestion at intersections costs drivers about $22 billion annually. Implementing an artificial intelligence (AI)-powered detection-based solution can significantly mitigate congestion at intersections and reduce operation and maintenance costs.

article thumbnail

Trust-Align: An AI Framework for Improving the Trustworthiness of Retrieval-Augmented Generation in Large Language Models

Marktechpost

Large language models (LLMs) have gained significant attention due to their potential to enhance various artificial intelligence applications, particularly in natural language processing. When integrated into frameworks like Retrieval-Augmented Generation (RAG), these models aim to refine AI systems’ output by drawing information from external documents rather than relying solely on their internal knowledge base.

article thumbnail

Transforming home ownership with Amazon Transcribe Call Analytics, Amazon Comprehend, and Amazon Bedrock: Rocket Mortgage’s journey with AWS

AWS Machine Learning Blog

This post is co-written with Josh Zook and Alex Hamilton from Rocket Mortgage. Rocket Mortgage, America’s largest retail mortgage lender, revolutionizes homeownership with Rocket Logic – Synopsis, an AI tool built on AWS. This innovation has transformed client interactions and operational efficiency through the use of Amazon Transcribe Call Analytics , Amazon Comprehend , and Amazon Bedrock.

article thumbnail

Scientists Encode Human Genome on 'Eternal' 5D Memory Crystal

Extreme Tech

The disc is nearly indestructible and will be readable for many billions of years to come.

116
116
article thumbnail

Relevance, Reach, Revenue: How to Turn Marketing Trends From Hype to High-Impact

Speaker: Alexa Acosta, Director of Growth Marketing & B2B Marketing Leader

Marketing is evolving at breakneck speed—new tools, AI-driven automation, and changing buyer behaviors are rewriting the playbook. With so many trends competing for attention, how do you cut through the noise and focus on what truly moves the needle? In this webinar, industry expert Alexa Acosta will break down the most impactful marketing trends shaping the industry today and how to turn them into real, revenue-generating strategies.

article thumbnail

Govern generative AI in the enterprise with Amazon SageMaker Canvas

AWS Machine Learning Blog

With the rise of powerful foundation models (FMs) powered by services such as Amazon Bedrock and Amazon SageMaker JumpStart , enterprises want to exercise granular control over which users and groups can access and use these models. This is crucial for compliance, security, and governance. Launched in 2021, Amazon SageMaker Canvas is a visual point-and-click service that allows business analysts and citizen data scientists to use ready-to-use machine learning (ML) models and build custom ML mode

article thumbnail

2 Y-Combinator Alumni to Look Out For: &AI + Wordware

Artificial Lawyer

Y-Combinator’s latest batch of incubator cohort members cover a wide range, but two that stood out to Artificial Lawyer are: &AI, which is focused on.

AI 115
article thumbnail

Spiking Network Optimization Using Population Statistics (SNOPS): A Machine Learning-Driven Framework that can Quickly and Accurately Customize Models that Reproduce Activity to Mimic What’s Observed in the Brain

Marktechpost

Building massive neural network models that replicate the activity of the brain has long been a cornerstone of computational neuroscience’s efforts to understand the complexities of brain function. These models, which are frequently intricate, are essential for comprehending how neural networks give rise to cognitive functions. However, optimizing these models’ parameters to precisely mimic observed brain activity has historically been a difficult and resource-intensive operation req