Sat.Oct 05, 2024 - Fri.Oct 11, 2024

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Extracting Training Data From Fine-Tuned Stable Diffusion Models

Unite.AI

New research from the US presents a method to extract significant portions of training data from fine-tuned models. This could potentially provide legal evidence in cases where an artist's style has been copied, or where copyrighted images have been used to train generative models of public figures, IP-protected characters, or other content. From the new paper: original training images are seen in the row above, and the extracted images are depicted in the row below.

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Bridging code and conscience: UMD’s quest for ethical and inclusive AI

AI News

As artificial intelligence systems increasingly permeate critical decision-making processes in our everyday lives, the integration of ethical frameworks into AI development is becoming a research priority. At the University of Maryland (UMD), interdisciplinary teams tackle the complex interplay between normative reasoning, machine learning algorithms, and socio-technical systems.

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Top 4 Agentic AI Design Patterns for Architecting AI Systems

Analytics Vidhya

Introduction Learning is a continuous journey, whether you’re human or an AI model. However, one question that often comes up is, can these AI models learn themselves just like humans do? As per the recent developments – They can. To understand this in a better way, let’s go back to our college days when C++, […] The post Top 4 Agentic AI Design Patterns for Architecting AI Systems appeared first on Analytics Vidhya.

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Generative AI isn’t just about technology; it’s about business transformation

IBM Journey to AI blog

We are now at a crucial stage in our evolution with enterprise generative AI. While consumer generative AI has captured the imagination of millions, executives are developing the practices that can deliver an effective and responsible strategy for enterprise generative AI. According to our CEO survey, 60% of organizations are not yet developing a consistent, enterprise-wide approach to generative AI.

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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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10 Best AI Cover Letter Generators (October 2024)

Unite.AI

Artificial Intelligence is being integrated throughout the job application process, and cover letters are no exception. As these documents remain crucial for showcasing personality and fit, AI-powered generators are emerging as valuable tools. These tools leverage advanced algorithms to create personalized, ATS-friendly cover letters in minutes, helping job seekers craft compelling narratives that resonate with employers while saving valuable time and effort. 1.

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5 Types of AI Agents that you Must Know About

Analytics Vidhya

Introduction What if machines could make their own decisions, solve problems, and adapt to new situations just like we do? This would potentially lead to a world where artificial intelligence becomes not just a tool but a collaborator. That’s exactly what AI agents aim to achieve! These smart systems are designed to understand their surroundings, […] The post 5 Types of AI Agents that you Must Know About appeared first on Analytics Vidhya.

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AI News Weekly - Issue #408: Google's Nobel prize winners stir debate over AI research - Oct 10th 2024

AI Weekly

Welcome Interested in sponsorship opportunities? Join the AI conversation and transform your advertising strategy with AI weekly sponsorship aiweekly.co In the News Google's Nobel prize winners stir debate over AI research Google has been at the forefront of AI research, but has been forced on the defensive as it tackles competitive pressure from Microsoft-backed (MSFT.O), opens new tab OpenAI and mounting regulatory scrutiny from the U.S Department of Justice. reuters.com Sponsor Personaliz

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TalkPal Review: Your 24/7 Personal AI Language Tutor

Unite.AI

If you're learning a new language , you likely know how frustrating tutoring can be. You're eager to practice a new language, but the tutor’s unavailable or just too expensive. Learning alone can easily feel overwhelming, and finding the right resources is often challenging. I recently came across TalkPal , which is basically a personal language tutor available 24/7!

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China Telecom trains AI model with 1 trillion parameters on domestic chips

AI News

China Telecom, one of the country’s state-owned telecom giants, has created two LLMs that were trained solely on domestically-produced chips. This breakthrough represents a significant step in China’s ongoing efforts to become self-reliant in AI technology, especially in light of escalating US limitations on access to advanced semiconductors for its competitors.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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What do Top Leaders have to Say About Agentic AI?

Analytics Vidhya

Introduction Agentic AI is an exciting concept! It’s all about creating AI that can work on its own, without us constantly telling it what to do. Think of it like having a super-smart assistant; it doesn’t just sit there waiting for orders, but predicts what you need and gets it done. This idea is getting […] The post What do Top Leaders have to Say About Agentic AI?

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AI News Weekly - Issue #407: New LLM focused and trained on only the most vetted AI news and sources - Oct 9th 2024

AI Weekly

Welcome New LLM trained on AI sources only Hello all AI Weekly subscribers! Today we want to introduce to you a new concept for getting the most interesting AI news along with insights developed by our team here at AI WEEKLY. We're excited to launch our new product : Essentials Pro. Essentials Pro for AI is a Small Language Model based platform that : 1) Recommends daily and weekly links based on your specific AI interests 2) Offers a chatbot interface to ask AI specific questions and get answer

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How Combining RAG with Streaming Databases Can Transform Real-Time Data Interaction

Unite.AI

While large language models (LLMs) like GPT-3 and Llama are impressive in their capabilities, they often need more information and more access to domain-specific data. Retrieval-augmented generation (RAG) solves these challenges by combining LLMs with information retrieval. This integration allows for smooth interactions with real-time data using natural language, leading to its growing popularity in various industries.

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The risks behind the generative AI craze: Why caution is growing

AI News

In the near future, Silicon Valley might look back at recent events as the point where the generative AI craze went too far. This past summer, investors questioned whether top AI stocks could sustain their sky-high valuations, given the lack of returns on massive AI spending. As Autumn approaches, major AI sectors—such as chips, LLMs, and AI devices—received renewed confidence.

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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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How to Measure the ROI of GenAI Investments?

Analytics Vidhya

Introduction Generative AI is experiencing an incredible boom, and it’s no longer just a tech-centric topic. It has caught the eye of top business leaders and is now a tool in the C-suite’s arsenal. As organizations deploy Generative AI in their workflows, it is crucial for them to evaluate if this technology is delivering the […] The post How to Measure the ROI of GenAI Investments?

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Introducing the AssemblyAI integration for Langflow

AssemblyAI

AssemblyAI is now integrated with Langflow , a powerful low-code platform for building generative AI applications.  Langflow is a visual framework for building multi-agent and RAG (Retrieval-Augmented Generation) applications. It is open-source, Python-powered, fully customizable, and LLM and vector store agnostic. It allows for easy manipulation of AI building blocks, enabling developers to quickly prototype and turn their ideas into real-world solutions.

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Microdosing on Low-Hallucinogenic AI

Unite.AI

The Agentforce is here. Salesforce wrapped another edition of its annual Dreamforce conference this September. Joining the swarms of attendees — and the swarms of Waymos shuttling them around an extra-cleaned San Francisco — we each now have a swarm of agents at our fingertips to transform work, neatly controlled within the Salesforce ecosystem. While Dreamforce is always a spectacle for its marketing-honed pronouncements of the future, this year provided an unexpectedly compelling vision of how

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King’s Business School: How AI is transforming problem-solving

AI News

A new study by researchers at King’s Business School and Wazoku has revealed that AI is transforming global problem-solving. The report found that nearly half (46%) of Wazoku’s 700,000-strong network of problem solvers had utilised generative AI (GenAI) to work on innovative ideas over the past year. This network – known as the Wazoku Crowd – comprises a diverse group of professionals including scientists, pharmacists, engineers, PhD students, CEOs, start-ups, and business leaders.

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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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CV Data Extraction: Essential Tools and Methods for Recruitment

Analytics Vidhya

Introduction When attending a job interview or hiring for a large company, reviewing every CV in detail is often impractical due to the high volume of applicants. Instead, leveraging CV data extraction to focus on how well key job requirements align with a candidate’s CV can lead to a successful match for both the employer […] The post CV Data Extraction: Essential Tools and Methods for Recruitment appeared first on Analytics Vidhya.

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Harnessing AI for Climate Change Mitigation: Predictive Analytics and Modeling

Aiiot Talk

AI enthusiasts in all sectors are finding creative ways to implement artificial intelligence’s predictive analytics and modelling capabilities to mitigate climate change. What are some examples across industries where effective installation yields results? Smart Grid Management in the Energy Sector “Urban planners, electricians and engineers are collaborating to grow the grid’s capacity and resilience to support modern demands and green generators.

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Changing How We Think About GenAI in the Boardroom: Navigating Short and Long-Term ROI

Unite.AI

As leadership teams around the world begin planning for 2025, the topic on everyone’s mind is when to expect their investments in AI and/or generative AI (GenAI) to pay off. New research from Google Cloud has revealed that more than 6 in 10 large (more than 100 employees) companies are using GenAI, and 74% are already seeing some sizable return on investment (ROI).

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What’s the ROI? Getting the Most Out of LLM Inference

NVIDIA

Large language models and the applications they power enable unprecedented opportunities for organizations to get deeper insights from their data reservoirs and to build entirely new classes of applications. But with opportunities often come challenges. Both on premises and in the cloud, applications that are expected to run in real time place significant demands on data center infrastructure to simultaneously deliver high throughput and low latency with one platform investment.

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

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

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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The 2024 Nobel Prizes: AI is Taking Over Everything

Analytics Vidhya

The 2024 Nobel Prizes in Physics and Chemistry signal a significant shift: Artificial Intelligence (AI) isn’t just a tool anymore, it’s becoming the beating heart of scientific progress. This year’s laureates have shown how AI is transforming fields as diverse as physics, biology and chemistry, laying the groundwork for AI’s relentless march into all aspects […] The post The 2024 Nobel Prizes: AI is Taking Over Everything appeared first on Analytics Vidhya.

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OpenAI Releases Swarm: An Experimental AI Framework for Building, Orchestrating, and Deploying Multi-Agent Systems

Marktechpost

In the rapidly evolving world of artificial intelligence, one pressing challenge that developers face is orchestrating complex multi-agent systems. These systems, involving multiple AI agents working collaboratively, often present significant difficulties in coordination, control, and scalability. Current solutions tend to be heavy, requiring extensive resource allocation, which complicates deployment and testing.

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How AI is Reshaping Auto Insurance from Claims to Compliance

Unite.AI

The auto insurance industry is experiencing a transformative shift driven by AI reshaping everything from claims processing to compliance. AI is not just an operational tool but a strategic differentiator in delivering customer value. AI advancements are enhancing underwriting precision, streamlining claims management, simplifying distribution, while elevating customer service through personalized experiences.

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NVIDIA AI Summit Highlights Game-Changing Energy Efficiency and AI-Driven Innovation

NVIDIA

Accelerated computing is sustainable computing, Bob Pette, NVIDIA’s vice president and general manager of enterprise platforms, explained in a keynote at the NVIDIA AI Summit on Tuesday in Washington, D.C. NVIDIA’s accelerated computing isn’t just efficient. It’s critical to the next wave of industrial, scientific and healthcare transformations. “We are in the dawn of a new industrial revolution,” Pette told an audience of policymakers, press, developers and entrepreneurs gathered for the event​

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Top 6 LLMs that Support Function Calling

Analytics Vidhya

Introduction OpenAI’s latest models, like GPT-o1 and GPT-4o, excel in delivering accurate, context-aware responses across diverse fields. A key factor behind the advancements in these Large Language Models (LLMs) is their enhanced utility and the significant reduction in common issues like hallucinations. Techniques like retrieval-augmented generation (RAG) enhance accuracy and reduce hallucinations by allowing models […] The post Top 6 LLMs that Support Function Calling appeared fir

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Introducing Databricks Apps

databricks

Summary Databricks Apps, a new way to build and deploy internal data and AI applications, is now available in Public Preview on AWS.

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How AI is Amplifying Human Potential in Sales and Marketing

Unite.AI

Artificial intelligence (AI) is revolutionizing how professionals approach marketing and sales in every sector. By embracing AI, professionals in the field are enhancing efficiency, boosting outcomes and driving faster, more informed decisions. Sales and marketing’s AI evolution signifies not just a shift in tools, but an amplification of human potential.