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

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Cloudflare Enhances AI Inference Platform with Powerful GPU Upgrade, Faster Inference, Larger Models, Observability, and Upgraded Vector Database

insideBIGDATA

Cloudflare, Inc. (NYSE: NET), a leading connectivity cloud company, announced powerful new capabilities for Workers AI, the serverless AI platform, and its suite of AI application building blocks, to help developers build faster, more powerful and more performant AI applications. Applications built on Workers AI can now benefit from faster inference, bigger models, improved performance analytics, and more.

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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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The Long Context RAG Capabilities of OpenAI o1 and Google Gemini

databricks

Retrieval Augmented Generation (RAG) is the top use case for Databricks customers who want to customize AI workflows on their own data. The.

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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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Pramata and Deloitte Help Clients Apply Generative AI to Contract Analytics

insideBIGDATA

Pramata, a leading end-to-end contract management platform, announced a new strategic alliance with Deloitte. The organizations’ mutual clients can leverage Pramata’s simple, Generative AI-powered contract management and analytics solution with Deloitte’s corporate Risk, Regulatory, and Forensic advisory services to increase visibility into contract data and hierarchies that can span multiple systems and business units.

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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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More Trending

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

Hacker News

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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Claude AI: Unboxing Anthropic’s LLM-based AI Assistant, Artifacts & Use Cases

KDnuggets

Dive into this emerging and powerful LLM-based AI tool for enhancing your business, creative, or daily processes through well-managed conversations.

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Mechanical Magistrates, The Gavel Comes Down On Legal Software

Adrian Bridgwater for Forbes

While the deployment of big data analytics in the legal business has matured, the encroaching spectre of artificial intelligence hasn’t gone unnoticed.

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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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Enhancing RAG Accuracy: Databricks Ventures Invests in Voyage AI

databricks

We consistently hear from our customers that one of the headwinds to transitioning Generative AI applications from pilot to production is the accuracy.

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The revival of the beach in twentieth-century Los Angeles

Hacker News

In the 1920s, Los Angeles officials built miles of sandy beaches to attract tourists to their city. A century later, ecologists try to bring wildlife back to those barren beaches.

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Mastering Prompt Engineering in 2024

KDnuggets

Read this overview of prompting techniques, challenges, and best practices to help you master this essential AI skill.

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Tableau and dbt Labs: Strategic Partnership and Integration

Tableau

Spencer Czapiewski October 7, 2024 - 9:59pm Madeline Lee Product Manager, Technology Partners Enabling teams to make trusted, data-driven decisions has become increasingly complex due to the proliferation of data, technologies, and tools. For example, through Mulesoft’s Connectivity Benchmark report we found that the average enterprise uses 991 applications.

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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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Why GenAI Won’t Change the Role of Data Professionals

Dataversity

The recent rise of GenAI has sparked numerous discussions across industries, with many predicting revolutionary changes across a broad range of professional landscapes. While the processes data professionals use and the volume of work they can sustain will change because of GenAI, it will not fundamentally change their roles. Instead, it will enhance their abilities, […] The post Why GenAI Won’t Change the Role of Data Professionals appeared first on DATAVERSITY.

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The Nobel Peace Prize 2024

Hacker News

EnglishNorwegian Announcement The Norwegian Nobel Committee has decided to award the Nobel Peace Prize for 2024 to the Japanese organisation Nihon Hidankyo.

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Step-by-Step Guide to Deploying ML Models with Docker

KDnuggets

Tired of fixing the same deployment issues? Learn how Docker can keep your ML models running smoothly, every time.

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Uber and Lyft lockout loophole to avoid paying drivers

FlowingData

Based on rideshare data collected by Bloomberg , it appears that Uber and Lyft are using a loophole to avoid paying drivers a minimum age in New York. They lock out drivers throughout the day to reduce paying out of pocket.

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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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Improve LLM application robustness with Amazon Bedrock Guardrails and Amazon Bedrock Agents

AWS Machine Learning Blog

Agentic workflows are a fresh new perspective in building dynamic and complex business use case-based workflows with the help of large language models (LLMs) as their reasoning engine. These agentic workflows decompose the natural language query-based tasks into multiple actionable steps with iterative feedback loops and self-reflection to produce the final result using tools and APIs.

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Want Growth? Kill Small Businesses

Hacker News

The central question of development economics is simple: how can poor countries become rich? The answer is neither small-scale, targeted interventions nor broad generalizations about growth. Instead, we should focus on firms.

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7 Cool Data Science Project Ideas for Beginners

KDnuggets

Are you a data science beginner looking to build your portfolio? Start working on these projects today.

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Improving How Machine Translations Handle Grammatical Gender Ambiguity

Machine Learning Research at Apple

Machine Translation (MT) enables people to connect with others and engage with content across language barriers. Grammatical gender presents a difficult challenge for these systems, as some languages require specificity for terms that can be ambiguous or neutral in other languages. For example, when translating the English word "nurse" into Spanish, one must decide whether the feminine "enfermera" or the masculine "enfermero" is appropriate.

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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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Best free AI for TikTok content ideas (up to date)

Dataconomy

If you’ve ever found yourself staring at TikTok, wondering how everyone else seems to have endless creativity while you’re stuck with “Dancing Cat Attempt #23,” then it’s time you met some of the best free AI tools for TikTok content ideas. Whether you aim to launch a new challenge, craft an awe-inspiring transformation video, or simply riff off the latest trend, AI can help you get there—without costing you a penny.

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Do U.S. ports need more automation?

Hacker News

On October 1st, 47,000 members of the International Longshoremen's Association (ILA), primarily dockworkers on East and Gulf Coast ports, went on strike after failing to agree contract terms with USMX, an alliance of port operators and employers.

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Integrating LLMs with Scikit-Learn Using Scikit-LLM

KDnuggets

Combining LLM reasoning for text-based models in Scikit-Learn.

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How Indeed builds and deploys fine-tuned LLMs on Amazon SageMaker

AWS Machine Learning Blog

This post is cowritten with Ethan Handel and Zhiyuan He from Indeed.com. Indeed is the world’s #1 job site¹ and a leading global job matching and hiring marketplace. Our mission is to help people get jobs. At Indeed, we serve over 350 million global Unique Visitors monthly² across more than 60 countries, powering millions of connections to new job opportunities every day.

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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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Show HN: Winamp and other media players, rebuilt for the web with Web Components

Hacker News

Video and audio player themes that work for any web player (Video.js, Youtube embeds, and more), and with every web app framework (HTML, React, and more). Open source and built with Media Chrome so they’re fully customizable using just HTML and CSS.

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Stop Ignoring Your High Performers

Hacker News

Managers often make a costly mistake in leaving high performers to perform at their maximum capacity without support, choosing to instead devote their time and attention to underperformers. In doing so, though, these high performers are often left feeling overlooked and neglected. Contrary to popular belief, high performers need just as much attention as underperformers — just not in the same way.

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Chemistry Nobel: Computational protein design and protein structure prediction

Hacker News

The Nobel Prize in Chemistry 2024 was awarded with one half to David Baker “for computational protein design” and the other half jointly to Demis Hassabis and John M.

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How private intelligence companies became the new spymasters

Hacker News

In a world awash with digital data, private intelligence companies now compete with state agencies, turning everyone into potential spies and transforming the age-old craft of espionage into a high-stakes technological arms race.

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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.