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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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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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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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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Many organisations unprepared for AI cybersecurity threats

AI News

While AI improves the detection of cybersecurity threats, it simultaneously ushers in more advanced challenges. Research from Keeper Security finds that, despite the implementation of AI-related policies, many organisations remain inadequately prepared for AI-powered threats. 84% of IT and security leaders find AI-enhanced tools have exacerbated the challenge of detecting phishing and smishing attacks, which were already significant threats.

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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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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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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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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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Dont Let AI Pass You By: The New Era of Personalized Sales Coaching & Development

Speaker: Brendan Sweeney, VP of Sales & Devyn Blume, Sr. Account Executive

Are you curious about how artificial intelligence is reshaping sales coaching, learning, and development? Join Brendan Sweeney and Devyn Blume of Allego for an engaging new webinar exploring AI's transformative role in sales coaching and performance improvement! Brendan and Devyn will share actionable insights and strategies for integrating AI into coaching and development - ensuring personalized, effective, and scalable training!

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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 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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A Poisoning Attack Against 3D Gaussian Splatting

Unite.AI

A new research collaboration between Singapore and China has proposed a method for attacking the popular synthesis method 3D Gaussian Splatting (3DGS). The new attack method uses crafted source data to overload the available GPU memory of the target system, and to make training so lengthy as to potentially incapacitate the target server, equivalent to a denial-of-service (DOS) attack.

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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 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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Python Square Root

Analytics Vidhya

Introduction Computing square root is a critical concept in mathematics and within this programming language one is able to embark on this basic computation in a very simple and efficient manner. Whether you’re involved in an experiment, simulations, data analysis or using machine learning, calculating square roots in Python is crucial. In this guide, you […] The post Python Square Root appeared first on Analytics Vidhya.

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GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models

Machine Learning Research at Apple

Recent advancements in Large Language Models (LLMs) have sparked interest in their formal reasoning capabilities, particularly in mathematics. The GSM8K benchmark is widely used to assess the mathematical reasoning of models on grade-school-level questions. While the performance of LLMs on GSM8K has significantly improved in recent years, it remains unclear whether their mathematical reasoning capabilities have genuinely advanced, raising questions about the reliability of the reported metrics.

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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.

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Google AI Researchers Propose Astute RAG: A Novel RAG Approach to Deal with the Imperfect Retrieval Augmentation and Knowledge Conflicts of LLMs

Marktechpost

Retrieval-augmented generation (RAG) has become a key technique in enhancing the capabilities of LLMs by incorporating external knowledge into their outputs. RAG methods enable LLMs to access additional information from external sources, such as web-based databases, scientific literature, or domain-specific corpora, which improves their performance in knowledge-intensive tasks.

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The New Frontier: A Guide to Monetizing AI Offerings

Speaker: Michael Mansard and Katherine Shealy

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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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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Game-Changer: How the World’s First GPU Leveled Up Gaming and Ignited the AI Era

NVIDIA

In 1999, fans lined up at Blockbuster to rent chunky VHS tapes of The Matrix. Y2K preppers hoarded cash and canned Spam, fearing a worldwide computer crash. Teens gleefully downloaded Britney Spears and Eminem on Napster. But amid the caffeinated fizz of turn-of-the-millennium tech culture, something more transformative was unfolding. The release of NVIDIA’s GeForce 256 twenty-five years ago today, overlooked by all but hardcore PC gamers and tech enthusiasts at the time, would go on to lay the

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ApertureData Secures $8.25M Seed Funding and Launches ApertureDB Cloud to Revolutionize Multimodal AI

Unite.AI

ApertureData , a company at the forefront of multimodal AI data management, has raised $8.25 million in an oversubscribed seed round to drive the development and expansion of its groundbreaking platform, ApertureDB. The round was led by TQ Ventures with participation from Westwave Capital , Interwoven Ventures , and a number of angel investors. The funding will allow ApertureData to scale its operations and launch its new cloud-based service, ApertureDB Cloud, a tool designed to simplify and acc

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Empowering Backbone Models for Visual Text Generation with Input Granularity Control and Glyph-Aware Training

Marktechpost

Generating accurate and aesthetically appealing visual texts in text-to-image generation models presents a significant challenge. While diffusion-based models have achieved success in creating diverse and high-quality images, they often struggle to produce legible and well-placed visual text. Common issues include misspellings, omitted words, and improper text alignment, particularly when generating non-English languages such as Chinese.

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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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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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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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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.