Thu.Oct 10, 2024

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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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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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Qualys: Failing Safer Inside The Preparedness Paradox

Adrian Bridgwater for Forbes

In the world of enterprise software application development and systems management, prudent organizations always put user and data security and safety at the forefront.

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How to Create YouTube Video Study Guides with NotebookLM

KDnuggets

NotebookLM makes it easy to create study guides from YouTube videos by using AI to summarize and organize key points. Just upload the video link, and the tool helps you turn the content into a structured guide.

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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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AMD Unveils 5th Gen EPYC, Instinct MI325X & More at Advancing AI 2024

insideBIGDATA

Today at the Advancing AI event in San Francisco, AMD announced the latest AI and high-performance computing solutions, including the 5th Gen AMD EPYC and AMD Instinct MI325X accelerators and processors, alongside leading customers and partners including Microsoft, OpenAI, Meta, Oracle, Google Cloud and more.

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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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Announcing the General Availability of Databricks Assistant Autocomplete

databricks

Today, we are excited to announce the general availability of Databricks Assistant Autocomplete on all cloud platforms. Assistant Autocomplete provides personalized AI-powered code.

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Cloudera Expands Industry-Leading Enterprise AI Ecosystem with New Partners

insideBIGDATA

Cloudera, a hybrid platform for data, analytics, and AI, today announced the expansion of its Enterprise AI Ecosystem during its annual data and AI conference, EVOLVE24 New York. This initiative brings together a diverse group of industry-leading AI providers to deliver comprehensive, end-to-end AI solutions for customers that help to maximize the value of AI.

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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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AI Hardware & Edge AI Summit Rebrands as AI Infra Summit and Expands Scope to Enterprise AI

insideBIGDATA

The AI Hardware & Edge AI Summit, a prestigious Silicon Valley tech conference that has long served the semiconductor and IT infrastructure industries, will return in 2025 as the AI Infra Summit.

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How To Align Product Management And Supply Chain Operations For Successful Product Launches

Speaker: Shalini Dinesh

Effective cross-functional collaboration and communication heavily influence product launch success. Research shows that as many as 70% of product launches fail due to inadequate coordination among stakeholders, including supply chain, product management, legal, marketing, and change control teams (Gartner, 2022). The 2023 Supply Chain Insights Report highlights that 60% of supply chain disruptions are caused by poor communication and misalignment among cross-functional teams.

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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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Seven Factors Driving AI Adoption

KDnuggets

Check out these key considerations for successfully implementing AI solutions.

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5 Real-Life Use Cases of AI Agents for Day-to-Day Work

Analytics Vidhya

Introduction AI agents are all set to become the next revolution in the GenAI Paradigm. The modern-day agent’s ability to harness AI to think and reason has enabled humans to truly automate routine tasks. The creation of AI agent frameworks and architectures like AutoGen, Crew AI, LangChain, etc, have come in handy in pushing the […] The post 5 Real-Life Use Cases of AI Agents for Day-to-Day Work appeared first on Analytics Vidhya.

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Designing a Fast Concurrent Hash Table

Hacker News

I recently released papaya, a fast and feature-complete concurrent hash table for Rust. In this post I want to dive into the design and research that went into creating it, as well as why you might consider using it over existing solutions.

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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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‘Bring your own’ AI on the rise with workplaces sleeping on generative AI

Dataconomy

German companies are looking to generative AI as a way to boost business performance, according to a new report from KPMG. The study of 250 German managers found that 54% of firms have used generative AI and other technologies for greater process automation over the past three years, with 35% more intending to do the same in 2025. The report also found that 59% of companies have opened up or optimized new markets in the last three years, while 23% plan to do so in the next year.

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Why we're helping more wikis move away from Fandom

Hacker News

Hi! You may have seen that Weird Gloop is now hosting the official League of Legends Wiki. We’ve spent the last couple months working with the Riot folks and the League wiki editors to move it off of Fandom, and turn it into something the players will (hopefully!) really dig. I also love that it got started because one of the Riot guys plays a ton of Old School RuneScape and thinks our wiki is awesome.

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Security camera system buyer’s guide: Enhance your building’s safety today

Dataconomy

In today’s world, ensuring the safety and security of your building is more critical than ever. Choosing the right security camera system is a game-changer for safeguarding your residents and your property. But with so many options on the market, where do you start? To help you make an informed decision, we’ve outlined the key considerations when choosing a security camera system , the types of cameras, and the benefits of installing a comprehensive security camera system.

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$2 H100s: How the GPU Rental Bubble Burst

Hacker News

H100s used to be $8/hr if you could get them. Now there's 7 different places sometimes selling them under $2. What happened?

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How To Set Up Innovation So That It Aligns With And Enables Corporate Strategy

Speaker: Paul Heller

Most innovation work proceeds independently from company strategy. As a result, the products that arrive in the market are not well aligned with the company’s goals. This challenge is particularly significant in organizations with transformation-oriented strategies, where innovation must directly support growth, scalability, and strategic pivots. In this session, we will discuss why innovation in large companies is so often not aligned with the company’s strategy and what innovation leaders, pro

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Nobel-winning AI: DeepMind duo’s breakthrough in the field of chemistry

Dataconomy

Google DeepMind’s Demis Hassabis and John Jumper just snagged this year’s Nobel Prize in Chemistry, sharing the honor with David Bakker from the University of Washington. The trio’s work on computational protein design has changed the game, with Hassabis and Jumper’s AlphaFold2 AI model leading the charge. What has AlphaFold2 accomplished? “This prize represents the promise of computational biology,” Jumper said at a press conference, where excitement was high.

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Georgia county official dies after testifying about BioLab chemical plant fire

Hacker News

A Georgia county official died after he collapsed at the state Capitol following testimony he gave during a hearing about a chemical plant fire in Conyers.

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Realtime API: OpenAI brings advanced voice to other apps

Dataconomy

OpenAI dropped a big one. Their new Realtime API has the potential to completely reshape how we interact with our devices, and it’s particularly exciting for the future of smart speakers—think Alexa, Google Home, and beyond. Imagine talking to these assistants with a natural back-and-forth flow that not only sounds more human but also responds almost instantaneously, adapting to how you speak, even if you whisper or laugh.

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What is considered ‘moderate drinking’?

Hacker News

That depends on whom you ask, and what country you live in. Here’s what the research suggests and how to think about it.

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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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Forecasting: Stories of Time Series, LLMs, Causality, and Cats

Towards AI

Last Updated on October 12, 2024 by Editorial Team Author(s): Dr. Alessandro Crimi Originally published on Towards AI. Can a Foundation Model Revolutionize Time Series Forecasting, or are we stuck with Granger causality? This member-only story is on us. Upgrade to access all of Medium. What is the effect and the cause? (royalty-free picture from www.pexels.com) For causality, we define the influence by which one event, process, state, or contributes to the production of another event, process, s

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Game Programming in Prolog

Hacker News

This article explains how a game can be made in Prolog by leveraging the hidden power of logic programming. Inspired by the elegance of data-driven design and declarative programming paradigms, I will be explaining a new way of designing game rules which can at the same time be used as the source code of the gameplay system itself.

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LLM-Powered Metadata Extraction Algorithm

Towards AI

Last Updated on October 12, 2024 by Editorial Team Author(s): Vladyslav Fliahin Originally published on Towards AI. Introduction Source: Image generated by the author using AI (Flux AI) Did you know that businesses receive thousands of customer reviews daily, each containing valuable insights? Yet, making sense of this data and processing it is a challenging task.

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Forking Is Beautiful

Hacker News

The right to fork the software is at the heart of open source. WordPress itself started as a fork of the b2/cafelog project.

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Data Modeling for Direct Mail: Boosting Multi-Channel Reach and Response

Speaker: Jesse Simms, VP at Giant Partners

This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.

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#44 Why is Model Distillation the Hottest Trend in AI Right Now?

Towards AI

Last Updated on October 12, 2024 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week we discuss the hottest trend in AI: Model Distillation, along with some interesting articles on RAG, Llama 3.2, and Bayesian methods. What’s AI Weekly This week, in my other newsletter, the High Learning Rate newsletter, I explore an essential technique in LLMs: model distillation.

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Nixiesearch: Running Lucene over S3, and why we're building a new search engine

Hacker News

A new search engine in 2024? Yes, but stateless — index on S3, serverless — no cluster state, with all Lucene features — filters, autocomplete, facets. And also with local embedding & RAG inference.

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Pixel 9 Review: Perhaps The Best Pixel Ever Made

MoorInsights for Forbes

Thanks to its hardware, software and AI features, the Pixel 9 might be Google's best yet, even thought it still has room to grow in terms of AI functionality.

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Nurdle Patrol

Hacker News

Nurdle Patrol is a citizen science project run by the Mission-Aransas National Estuarine Research Reserve (Reserve) at the University of Texas Marine Science Institute in Port Aransas, Texas. The Reserve brings together scientists, landowners, policy-makers, and the public to ensure that coastal management decisions benefit flora and fauna, water quality, and people.

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How To Speak The Language Of Financial Success In Product Management

Speaker: Jamie Bernard

Success in product management goes beyond delivering great features - it’s about achieving measurable financial outcomes that resonate across the organization. By connecting your product’s journey with the company’s financial success, you’ll ensure that every feature, release, and innovation contributes to the bottom line, driving both customer satisfaction and business growth.