Mon.Sep 23, 2024

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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.

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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?

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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.

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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.

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How To Select the Right Software for Innovation Management

Finding the right innovation management software is like picking a racing bike—it's essential to consider your unique needs rather than just flashy features. This oversight can stall your innovation efforts. Download now to explore key considerations for success!

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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.

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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.

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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

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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).

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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

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The New Frontier: A Guide to Monetizing AI Offerings

Speaker: Michael Mansard

Generative AI is no longer just an exciting technological advancement––it’s a seismic shift in the SaaS landscape. Companies today are grappling with how to not only integrate AI into their products but how to do so in a way that makes financial sense. With the cost of developing AI capabilities growing, finding a flexible monetization strategy has become mission critical.

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Salesforce and IBM join forces to develop AI agents for enterprise software

IBM Journey to AI blog

Salesforce and IBM are teaming up to create AI-powered agents that could reshape how businesses handle sales, customer service and other core operations. The partnership combines IBM’s watsonx platform with Salesforce’s Agentforce to develop autonomous agents capable of performing complex tasks without human intervention. The collaboration hinges on integrating data from various sources, including IBM Z mainframes and Db2 databases, with Salesforce’s Data Cloud.

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Automating Data Quality Checks with Dagster and Great Expectations

Analytics Vidhya

Introduction Ensuring data quality is paramount for businesses relying on data-driven decision-making. As data volumes grow and sources diversify, manual quality checks become increasingly impractical and error-prone. This is where automated data quality checks come into play, offering a scalable solution to maintain data integrity and reliability. At my organization, which collects large volumes of […] The post Automating Data Quality Checks with Dagster and Great Expectations appeared fi

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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

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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.

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How to Master Product Portfolio Management

Pursuing product portfolio management excellence empowers organizations to unlock the full potential of their offerings. This comprehensive guide unveils 10 essential keys that serve as the building blocks for success.

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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.

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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.

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DCMAC: Demand-Aware Customized Communication for Efficient Multi-Agent Reinforcement Learning

Marktechpost

Collaborative Multi-Agent Reinforcement Learning (MARL) has emerged as a powerful approach in various domains, including traffic signal control, swarm robotics, and sensor networks. However, MARL faces significant challenges due to the complex interactions between agents, which introduce non-stationarity in the environment. This non-stationarity complicates the learning process and makes it difficult for agents to adapt to changing conditions.

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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

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Building Your BI Strategy: How to Choose a Solution That Scales and Delivers

Speaker: Evelyn Chou

Choosing the right business intelligence (BI) platform can feel like navigating a maze of features, promises, and technical jargon. With so many options available, how can you ensure you’re making the right decision for your organization’s unique needs? 🤔 This webinar brings together expert insights to break down the complexities of BI solution vetting.

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Intel's 2028 Desktop Platform Reportedly Named Razer Lake

Extreme Tech

It might also use its next-gen Arrow Lake-S platform for the next two years, with no mid-cycle refresh.

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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.

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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.

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9 truths you should know about GenAI before jumping in

SAS Software

Before rushing to invest in generative AI (GenAI), organizations must pause and take a step back. GenAI is powerful and has shown potential to revolutionize multiple industries – but it’s not a silver bullet. Now that we’ve finally gotten past the hype phase, it’s time to look at the realities [.

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11 KPIs for Measuring Innovation Success

Measuring innovation success is critical yet challenging for organizations, often leading to confusion over which KPIs to use. Many rely on inappropriate metrics borrowed from other departments, wasting resources and overlooking valuable opportunities. This guide outlines why innovation metrics are hard to track and offers a framework for creating effective KPIs.

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Space Smiles Back in New Webb Telescope Image

Extreme Tech

This collision between a spiral galaxy and an elliptical galaxy evokes the familiar image of a smiling face.

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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.

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Infostealing Op Takes Millions of Dollars From Gamers, Crypto Users, Experts Warn

Extreme Tech

These losses are a reminder not to click on suspicious links or download software from people you don't know.

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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.

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Bringing the Cybersecurity Imperative Into Focus

Tech leaders today are facing shrinking budgets and investment concerns. This whitepaper provides insights from over 1,000 tech leaders on how to stay secure and attract top cybersecurity talent, all while doing more with less. Download today to learn more!

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Cloudflare Introduces 'AI Audit' Tools for Website Owners

Extreme Tech

The new tools will block content scraping, reveal when AI bots access a website, and eventually allow site owners to charge for their content's inclusion in a training dataset.

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CALM: Credit Assignment with Language Models for Automated Reward Shaping in Reinforcement Learning

Marktechpost

Reinforcement Learning (RL) is a critical area of ML that allows agents to learn from their interactions within an environment by receiving feedback as rewards. A significant challenge in RL is solving the temporal credit assignment problem, which refers to determining which actions in a sequence contributed to achieving a desired outcome. This is particularly difficult when feedback is sparse or delayed, meaning agents don’t immediately know if their actions are correct.

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Windows 11 Will Soon Let You Choose What Happens When You Press the Copilot Key

Extreme Tech

Windows 11 is getting an iPhone action button-like functionality via the Copilot key.

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