Sat.Aug 17, 2024 - Fri.Aug 23, 2024

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It Takes More than Prompt Engineering to Achieve GenAI Accuracy

insideBIGDATA

In this contributed article, Liran Hason, Co-Founder and CEO of Aporia, addresses the limitations of prompt engineering, outlining his argument for more comprehensive protection – namely, the implementation of guardrails between the LLM and end-user – to keep AI accurate while preventing unwanted behavior.

AI 467
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Is Hallucination in Large Language Models (LLMs) Inevitable?

Analytics Vidhya

Introduction You’ve probably interacted with AI models like ChatGPT, Claude, and Gemini for various tasks – answering questions, generating creative content, or assisting with research. But did you know these are examples of large language models (LLMs)? These powerful AI systems are trained on enormous text datasets, enabling them to understand and produce text that […] The post Is Hallucination in Large Language Models (LLMs) Inevitable?

Analytics 298
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Onboarding your new AI/BI Genie

databricks

Deploying an AI/BI Genie is like hiring a new data analyst. This blog covers the basics you need to successfully onboard your Genie and maximize the benefits.

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10 Free Resources to Learn LLMs

KDnuggets

Learn large language models with these free resources from Deeplearning.AI, Microsoft, AWS, and more.

AWS 334
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Apache Airflow®: The Ultimate Guide to DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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Wiliot Develops Generative AI Tool for Unlocking Natural-Language Insights into Vast, End-to-End Supply Chains

insideBIGDATA

Wiliot, the ambient Internet of Things (IoT) pioneer, announced today the launch of WiliBot, a generative AI (GenAI) chatbot that enables natural-language conversations with ambient IoT-connect products.

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Llama-3.1-Storm-8B: The 8B LLM Powerhouse Surpassing Meta and Hermes Across Benchmarks

Analytics Vidhya

Introduction In language models, where the quest for efficiency and precision is paramount, Llama 3.1 Storm 8B emerges as a notable achievement. This fine-tuned version of Meta’s Llama 3.1 8B Instruct represents a leap forward in enhancing conversational and function-calling capabilities within the 8B parameter model class. The journey to this advancement is rooted in […] The post Llama-3.1-Storm-8B: The 8B LLM Powerhouse Surpassing Meta and Hermes Across Benchmarks appeared first on Analy

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More Trending

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Pip Install YOU: A Beginner’s Guide to Creating Your Python Library

KDnuggets

Have you ever wanted to create your library in Python? Well, it’s achievable and surprisingly quite easy!

Python 310
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Evaluating the Effectiveness of LLM-Evaluators (aka LLM-as-Judge)

Eugene Yan

Use cases, techniques, alignment, finetuning, and critiques against LLM-evaluators.

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Australian government approves AAPowerLink project to export solar to Singapore

Hacker News

Renewable energy developer Sun Cable has secured approval from the Australian government for the Australian element of its Australia-Asia Power Link (AAPowerLink) interconnector.

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FermiNet: Quantum physics and chemistry from first principles

DeepMind

In August 2024, we published the next phase of our work in Science. Our research proposes a solution to one of the most difficult challenges in computational quantum chemistry: understanding how.

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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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PsiQuantum Is Closing In On Fault-Tolerance And A Million Qubits

MoorInsights for Forbes

PsiQuantum will be the main tenant of a newly announced quantum campus in Illinois, where it will pursue its goal to create a fault-tolerant million-qubit computer.

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Analyze customer reviews using Amazon Bedrock

AWS Machine Learning Blog

Customer reviews can reveal customer experiences with a product and serve as an invaluable source of information to the product teams. By continually monitoring these reviews over time, businesses can recognize changes in customer perceptions and uncover areas of improvement. Analyzing these reviews to extract actionable insights enables data-driven decisions that can enhance customer experience and reduce churn.

AWS 120
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OpenSSH Backdoors

Hacker News

Imagine this: an OpenSSH backdoor is discovered, maintainers rush to push out a fixed release package, security researchers trade technical details on mailing lists to analyze the backdoor code. Speculation abounds on the attribution and motives of the attacker, and the tech media pounces on the story.

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Meat industry olympic chart

FlowingData

Speaking of data projects in unexpected places, David Mora repurposed one of my alluvial diagrams on meat consumption over time in the video below. He uses a wooden ladle to commentate as if it were a meat race. Yep. I’m into it. Maybe all time-based charts with multiple categories should get the sports commentary treatment. Put them on ESPN8 The Ocho.

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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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AI Is IoT’s Killer App

MoorInsights for Forbes

IoT devices are ideal sources for real-world data to feed enterprise AI systems. The IoT sector has begun to take advantage of this to deliver more business benefits.

AI 127
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Build private and secure enterprise generative AI applications with Amazon Q Business using IAM Federation

AWS Machine Learning Blog

Amazon Q Business is a conversational assistant powered by generative artificial intelligence (AI) that enhances workforce productivity by answering questions and completing tasks based on information in your enterprise systems, which each user is authorized to access. In an earlier post, we discussed how you can build private and secure enterprise generative AI applications with Amazon Q Business and AWS IAM Identity Center.

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An Age of Hyperabundance

Hacker News

Everyone at this conference kept invoking loneliness and claiming the antidote was conversation. That didn’t track with my own experience. My most desperate moments of loneliness have been in conversation: on a Hinge date, doomed but persisting as a form of protocol. At a publishing party, surrounded by people who look and talk like me, all of us a little drunk but maintaining our nervous, manic professionalism.

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Embracing Data and Emerging Technologies for Quality Management Excellence

Dataversity

In today’s rapidly evolving business landscape, the role of quality management (QM) is undergoing a significant transformation. No longer just a compliance checkbox, QM is emerging as a strategic asset that can drive continuous improvement and operational excellence. This shift is largely propelled by the adoption of intelligent technologies and the strategic use of data, […] The post Embracing Data and Emerging Technologies for Quality Management Excellence appeared first on DATAVERSITY.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Is AI Coming For Coders’ Jobs? It’s Much More Interesting Than That

MoorInsights for Forbes

AI is already having an impact on the workflows of some coders, but it's a long way from replacing humans for software development.

AI 129
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Snowflake Arctic models are now available in Amazon SageMaker JumpStart

AWS Machine Learning Blog

This post is co-written with Matt Marzillo from Snowflake. Today, we are excited to announce that the Snowflake Arctic Instruct model is available through Amazon SageMaker JumpStart to deploy and run inference. Snowflake Arctic is a family of enterprise-grade large language models (LLMs) built by Snowflake to cater to the needs of enterprise users, exhibiting exceptional capabilities (as shown in the following benchmarks ) in SQL querying, coding, and accurately following instructions.

SQL 113
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Continuous reinvention: A brief history of block storage at AWS

Hacker News

Marc Olson, a long-time Amazonian, discusses the evolution of EBS, highlighting hard-won lessons in queueing theory, the importance of comprehensive instrumentation, and the value of incrementalism versus radical changes. It's an insightful look at how one of AWS’s foundational services has evolved to meet the needs of our customers.

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An in-depth look at the foundation models and tools used to develop the US Open fan experience

IBM Journey to AI blog

For more than three decades, teams of developers and data scientists from IBM Consulting® have collaborated with the United States Tennis Association (USTA) to provide an engaging digital experience for US Open tennis fans. Let’s take a deep dive into this year’s innovations across two generative AI projects that leverage IBM’s versatile family of enterprise-ready Granite ™ foundation models, among other models.

AI 105
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Apache Airflow®: The Ultimate Guide to DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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Data GIF Maker lets you make animated GIFs with data

FlowingData

The Data GIF Maker is a fun tool from Google that lets you add movement to a handful of straightforward charts. Enter up to five values and select from four chart types. Get a downloadable GIF that you can stick in a presentation. Here’s a small example for a stacked bar with two values: The charts are simple and the animations are just bringing the data into view.

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Fine tune a generative AI application for Amazon Bedrock using Amazon SageMaker Pipeline decorators

AWS Machine Learning Blog

Building a deployment pipeline for generative artificial intelligence (AI) applications at scale is a formidable challenge because of the complexities and unique requirements of these systems. Generative AI models are constantly evolving, with new versions and updates released frequently. This makes managing and deploying these updates across a large-scale deployment pipeline while providing consistency and minimizing downtime a significant undertaking.

ML 110
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Causal effect of video gaming on mental well-being in Japan 2020–2022

Hacker News

The widespread use of video games has raised concerns about their potential negative impact on mental well-being. Nevertheless, the empirical evidence supporting this notion is largely based on correlational studies, warranting further investigation into the causal relationship. Here we identify the causal effect of video gaming on mental well-being in Japan (2020–2022) using game console lotteries as a natural experiment.

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Databricks Data Warehouse Brickbuilder Migration Solutions Help Businesses Democratize Data and Analytics

databricks

Today, we're excited to announce the launch of Data Warehouse Brickbuilder Migration Solutions. This is an expansion to the Brickbuilder Program , which.

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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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The surprising cause of fasting's regenerative powers

Hacker News

Post-fast feasting helps to activate stem cells in the gut but can also prompt development of precancerous growths, mouse research shows. Post-fast feasting helps to activate stem cells in the gut but can also prompt development of precancerous growths, mouse research shows.

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Celebrating 6 years since Valve announced Steam Play Proton for Linux

Hacker News

Today marks 6 years since Valve decided to change everything, especially for Linux fans, with the announcement of Steam Play Proton. Thanks to it, the Steam Deck and Desktop Linux gaming have continued to thrive.

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Webtoon Targets 170+ Pirate Domains Through DMCA Subpoena

Hacker News

Launched two decades ago, Webtoon Entertainment has established itself as one of the prime hosting platforms for short digital comics. Partly owned by the South Korean company Naver , Webtoon rode the popular ‘webtoon’ wave all the way to the Nasdaq exchange, where it got a listing this summer. With millions of creators on board, and roughly 170 million active monthly users, the webtoon company is seen as a growth story.

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Roblox Is Already the Biggest Game in the World. Why Can't It Make a Profit?

Hacker News

With 380MM MAUs, Roblox probably counts more players than the entire AAA gaming ecosystem, is more played than Disney+ is watched, and is starting to rival smaller social networks in scale. But Roblox has yet to profit. How can it become a business comparable to its operating scale?

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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.