Wed.Nov 06, 2024

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10 Best AI Tools for Environmental Monitoring (November 2024)

Unite.AI

In today’s world, as businesses face increasing pressure to adopt sustainable practices, the role of artificial intelligence in environmental monitoring has become paramount. Leveraging AI-powered tools for tracking greenhouse gas emissions, managing resources, and assessing environmental risks allows companies to make data-driven decisions that minimize their ecological footprint.

AI Tools 306
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Build an AI-Powered Valorant E-sports Manager with AWS Bedrock

Analytics Vidhya

AI is the future and there’s no doubt it will make headway into the entertainment and E-sports industries. Given the extreme competitiveness of E-sports, gamers would love an AI assistant or manager to build the most elite team with maximum edge. Such tools could in theory use vast data and find patterns or even strategies […] The post Build an AI-Powered Valorant E-sports Manager with AWS Bedrock appeared first on Analytics Vidhya.

AI 216
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3 Data-Proven Ways Companies Can Increase AI Adoption and Boost Productivity

Unite.AI

As more companies explore how AI can drive productivity, one crucial aspect is often overlooked: how employees are actually adopting and using these tools in their day-to-day work. The question isn’t whether AI can enhance productivity—it’s how companies can effectively support employees at every stage of AI engagement to maximize ROI. As CEO of Prodoscore, a leading provider of employee productivity and data intelligence software, I’ve seen firsthand how AI adoption—or the lack of it—plays out

AI Tools 239
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Hands-on Guide to Building Multi-Agent Chatbots with Autogen

Analytics Vidhya

Chatbots have evolved from simple question-answer systems to sophisticated, intelligent agents capable of handling complex conversations. As interactions in various fields become more nuanced, the demand for chatbots that can seamlessly manage multiple participants and complex workflows grows. Thanks to frameworks like AutoGen, creating dynamic multi-agent environments is now more accessible.

Chatbots 210
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Usage-Based Monetization Musts: A Roadmap for Sustainable Revenue Growth

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

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My New Book on NLG

Ehud Reiter

My new book Natural Language Generation has just been published. It takes a similar approach to my blog in many ways (indeed blog readers will find content from my blogs in the book). Its a book about NLG in the broad sense, including requirements, evaluation, and use cases, as well as technology; its not a book about how machine learning can be used for NLG (although this is of course discussed).

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The other election night winner: Perplexity

Flipboard

On Tuesday, two AI startups tried convincing the world their AI chatbots were good enough to be an accurate, real-time source of information during a high-stakes presidential election: xAI and Perplexity.

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The race to AI integration

AssemblyAI

AI burst onto the scene in record speed and hasn’t slowed down since. Initially an experimental leap toward internal efficiency, AI quickly transformed into a core pillar of product strategies across nearly every industry. The mounting pressure on businesses to adopt and integrate AI has never been greater—in fact, more than 90% of organizations already have.

AI 147
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Did OpenAI just spend more than $10 million on a URL?

Flipboard

Chat.com now redirects to ChatGPT. On Wednesday, OpenAI CEO Sam Altman posted a simple URL on X: chat.com. It automatically routes to OpenAI’s popular chatbot, ChatGPT. Prior to this, the domain was owned by Dharmesh Shah, the founder and CTO of HubSpot. In early 2023, Shah purchased the chat.

OpenAI 181
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Microsoft AutoGen: Multi-Agent AI Workflows with Advanced Automation

Unite.AI

Microsoft Research introduced AutoGen in September 2023 as an open-source Python framework for building AI agents capable of complex, multi-agent collaboration. AutoGen has already gained traction among researchers, developers, and organizations, with over 290 contributors on GitHub and nearly 900,000 downloads as of May 2024. Building on this success, Microsoft unveiled AutoGen Studio, a low-code interface that empowers developers to rapidly prototype and experiment with AI agents.

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15 Modern Use Cases for Enterprise Business Intelligence

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?

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The Technological Revolution of Cloud Computing in Healthcare

Aiiot Talk

Accurate documentation of diagnoses, treatment histories, and personal health information are all crucial in delivering quality care and ensuring patient safety. Doctors and other medical staff need robust and secure technology to manage patient records effectively in today’s fast-paced healthcare landscape. The technological revolution of data storage, like off-site servers, is one such solution and is transforming record management by hospitals, medical clinics, and other healthcare orga

Big Data 147
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Real Identities Can Be Recovered From Synthetic Datasets

Unite.AI

If 2022 marked the moment when generative AI’s disruptive potential first captured wide public attention, 2024 has been the year when questions about the legality of its underlying data have taken center stage for businesses eager to harness its power. The USA's fair use doctrine , along with the implicit scholarly license that had long allowed academic and commercial research sectors to explore generative AI, became increasingly untenable as mounting evidence of plagiarism surfaced.

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I'm the CEO of an AI company, and this is the BS behind AI

Flipboard

The cofounder of Vero AI states, ‘You don’t need to become a data engineer to learn how to evaluate AI and other complex tools. You simply need to ask the right questions.’ There has never been a technology as conducive to BS as AI. Why?

AI 169
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Generative AI in Decision-Making: Potential, Pitfalls and Practical Solutions

Analytics Vidhya

In recent years, generative AI has gained prominence in areas like content generation and customer support. However, applying it to complex systems involving decision-making, planning, and control is not straightforward. This paper explores how generative AI can be used in automating decision-making, such as in planning and optimization. It also highlights the challenges this approach […] The post Generative AI in Decision-Making: Potential, Pitfalls and Practical Solutions appeared first

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From Diagnosis to Delivery: How AI is Revolutionizing the Patient Experience

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

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Andreessen Horowitz Founders Notice A.I. Models Are Hitting a Ceiling

Flipboard

The founders of Andreessen Horowitz say development in A.I. model capabilities are beginning to slow down. Despite continuing to bet big on A.I.

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Classifying Rice With PyTorch: A Step-by-Step Guide

Towards AI

Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. In the fast-paced world of agriculture, being able to classify different rice varieties quickly and accurately can be a game-changer. But how can we harness machine learning for something as niche as rice classification? Well, this is where PyTorch, a powerful deep learning library, steps in.

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SambaNova and Hugging Face make AI chatbot deployment easier with one-click integration

Flipboard

SambaNova and Hugging Face launched a new integration today that lets developers deploy ChatGPT-like interfaces with a single button click, reducing deployment time from hours to minutes. For developers interested in trying the service, the process is relatively straightforward.

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ASI Alliance launches AIRIS that ‘learns’ in Minecraft

AI News

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

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.

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xAI’s Colossus supercomputer cluster uses 100,000 Nvidia Hopper GPUs — and it was all made possible using Nvidia’s Spectrum-X Ethernet networking platform

Flipboard

Nvidia has shed light on how xAI’s ‘Colossus’ supercomputer cluster can keep a handle on 100,000 Hopper GPUs - and it’s all down to using the …

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NVIDIA Advances Robot Learning and Humanoid Development With New AI and Simulation Tools

NVIDIA

Robotics developers can greatly accelerate their work on AI-enabled robots, including humanoids , using new AI and simulation tools and workflows that NVIDIA revealed this week at the Conference for Robot Learning ( CoRL ) in Munich, Germany. The lineup includes the general availability of the NVIDIA Isaac Lab robot learning framework; six new humanoid robot learning workflows for Project GR00T , an initiative to accelerate humanoid robot development; and new world-model development tools for vi

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Best No-Code LLM App Builders

Flipboard

Build an LLM application by easily picking and dropping components and connecting them, such as a vector store, web search, memory, and custom prompt.

LLM 172
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Hugging Face and NVIDIA to Accelerate Open-Source AI Robotics Research and Development

NVIDIA

At the Conference for Robot Learning ( CoRL ) in Munich, Germany, Hugging Face and NVIDIA announced a collaboration to accelerate robotics research and development by bringing together their open-source robotics communities. Hugging Face’s LeRobot open AI platform combined with NVIDIA AI, Omniverse and Isaac robotics technology will enable researchers and developers to drive advances across a wide range of industries, including manufacturing, healthcare and logistics.

Robotics 105
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The Tumultuous IT Landscape Is Making Hiring More Difficult

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!

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How not to get bamboozled by AI content on the web

Flipboard

AI-generated content is getting more realistic by the day, making it hard to separate fact from fiction. If you're sick of getting fooled, then you'll want to look out for these identifying traits.

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Fine-Tuning Embedding Models: Achieving More with Less

Towards AI

Author(s): Nilesh Raghuvanshi Originally published on Towards AI. Improving Retrieval Augmented Generation (RAG) Systematically Fine-tuning for alignment— AI generated image Introduction In my last article, we saw that, while evaluating multiple embedding models on our domain-specific data, the huggingface/BAAI/bge-large-en-v1.5 model (1024 dimensions) showed competitive performance.

OpenAI 101
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Navigating The Shift From Generative AI To Agentic AI

Flipboard

Abhi Maheshwari is the CEO of Aisera Inc. Agentic AI has surged in popularity over the past few months, with major tech companies announcing new platforms based on it. Salesforce’s Agentforce, for example, provides AI-powered conversational agents for CRM, marketing and data management.

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Building Multimodal RAG Application #3: Multimodal RAG System Architecture

Towards AI

Last Updated on November 6, 2024 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. In the third article of the Building Multimodal RAG Application series, we explore the system architecture of building a multimodal retrieval-augmented generation (RAG) application.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

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.

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I tested Google’s fancy image generator and quickly found its limits

Flipboard

Despite its limits, Imagen 3 is still impressive. Imagen 3 is Google’s AI image generator, which was announced back in May at the company’s I/O developer conference. It launched in a limited capacity in the US in August but became available to free Gemini users last month.

AI 149
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Build and deploy a UI for your generative AI applications with AWS and Python

AWS Machine Learning Blog

The emergence of generative AI has ushered in a new era of possibilities, enabling the creation of human-like text, images, code, and more. However, as exciting as these advancements are, data scientists often face challenges when it comes to developing UIs and to prototyping and interacting with their business users. Traditionally, building frontend and backend applications has required knowledge of web development frameworks and infrastructure management, which can be daunting for those with e

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Microsoft Launches Magentic-One, an Open-Source Multi-Agent AI Platform

Flipboard

As the future of AI is agentic, Microsoft Research has released Magentic-One, a generalist multi-agent system that can solve open-ended tasks across …

AI 158