Sun.Oct 20, 2024

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Structuring Inputs and Outputs in Multi-agent systems Using CrewAI

Analytics Vidhya

Looking to enhance the performance of your agent-based systems? One of the most effective strategies is to structure both the inputs and intermediate outputs shared between agents. In this article, we’ll explore how to organize inputs, manage placeholders for passing data, and structure outputs to ensure that each agent delivers the desired results.

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Apple's New iPad Mini Highlights the Company's AI Advantage

Hacker News

Apple’s new iPad mini highlights the company’s secret advantage in artificial intelligence. Also: Sonos weighs a headphone reboot after a sluggish start; Amazon rolls out a color Kindle; and Jony Ive-designed jackets arrive. On the management front, Apple’s chief people officer and top recruiter depart, and the company names new hardware leaders.

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Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglement

Machine Learning Research at Apple

The growing demand for personalized and private on-device applications highlights the importance of source-free unsupervised domain adaptation (SFDA) methods, especially for time-series data, where individual differences produce large domain shifts. As sensor-embedded mobile devices become ubiquitous, optimizing SFDA methods for parameter utilization and data-sample efficiency in time-series contexts becomes crucial.

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A recent surge in global warming is not detectable yet

Hacker News

The global mean surface temperature is widely studied to monitor climate change. A current debate centers around whether there has been a recent (post-1970s) surge/acceleration in the warming rate. Here we investigate whether an acceleration in the warming rate is detectable from a statistical perspective. We use changepoint models, which are statistical techniques specifically designed for identifying structural changes in time series.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Data-driven Attribution Modeling

Data Science Blog

In the world of commerce, companies often face the temptation to reduce their marketing spending, especially during times of economic uncertainty or when planning to cut costs. However, this short-term strategy can lead to long-term consequences that may hinder a company’s growth and competitiveness in the market. Maintaining a consistent marketing presence is crucial for businesses, as it helps to keep the company at the forefront of their target audience’s minds.

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3D-Printed Active Electronics

Hacker News

Researchers produced 3D-printed, semiconductor-free logic gates, which perform computations in active electronic devices. As they don’t require semiconductor materials, they represent a step toward 3D printing an entire active electronic device.

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More Trending

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The History of the Barcode

Hacker News

Few people think twice about barcodes, but in the 75 years since they were first dreamed up, they have helped save lives, gone into space and stoked fears of the Antichrist.

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Partners are the linchpin for scaling enterprise AI success

IBM Journey to AI blog

IBM today announced new advances in AI technology that continue to make it easier for businesses to transform with choice, openness and trust. Most notable is the launch of powerful new Granite models, which outperform or match the performance of similarly sized models from leading model providers. We also introduced the next generation of watsonx Code Assistant for general purpose coding and debuted new tools for building and deploying AI applications and agents, all designed with specific ente

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The World’s $100T Fiscal Timebomb Keeps Ticking

Hacker News

Even before global finance chiefs fly into Washington over the next few days, they’ve been urged in advance by the International Monetary Fund to tighten their belts.

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Gen AI for Marketing - From Hype to Implementation

Iguazio

Gen AI has the potential to bring immense value for marketing use cases, from content creation to hyper-personalization to product insights, and many more. But if you’re struggling to scale and operationalize gen AI, you’re not alone. That’s where most enterprises struggle. To date, many companies are still in the excitement and exploitation phase of gen AI.

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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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Google Drive Blackout in Italy After Another Major Anti-Piracy Blunder

Hacker News

Italy has an administrative blocking mechanism and a technical blocking platform, Piracy Shield, operated by rightsholders in the private sector. Up until now, AGCOM, Italy’s independent telecoms regulator, has been Piracy Shield’s greatest supporter, at least of those not already benefiting financially from the activities of football league Serie A, currently the only beneficiary of Piracy Shield blocking.

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How to Learn Artificial Intelligence From Scratch in 2024?

Pickl AI

Summary: Learning Artificial Intelligence involves mastering Python programming, understanding Machine Learning principles, and engaging in practical projects. This structured approach prepares you for a successful career in the rapidly growing AI field. Introduction Artificial Intelligence (AI) is transforming industries worldwide, with applications in healthcare, finance, and technology.

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Syncthing Android App Discontinued

Hacker News

Unfortunately I don’t have good news on the state of the android app: I am retiring it. The last release on Github and F-Droid will happen with the December 2024 Syncthing version. Reason is a combination of Google making Play publishing something between hard and impossible and no active maintenance. The app saw no significant development for a long time and without Play releases I do no longer see enough benefit and/or have enough motivation to keep up the ongoing maintenance an app requires.

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How technology and information sharing can help AUKUS protect the Indo-Pacific

IBM Journey to AI blog

Three years ago, Australia, the UK and the US launched AUKUS, a trilateral security partnership to enhance stability in the Indo-Pacific and beyond. AUKUS is organized around two key pillars: supporting the Royal Australian Navy with nuclear-powered submarines and advancing military technology, such as AI (artificial intelligence), quantum computing and cybersecurity.

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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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Six top Alzheimer's researchers accused of fraud

Hacker News

@moreisdifferent: List of high-level Alzheimer's researchers accused of credible fraud:🧵 #1 - Marc Tessier-Lavigne Genentech pointed out problems in his 2009 Nature paper in 2012. After an expose by @tab_delete, he.

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Do AI detectors work? Students face false cheating accusations

Hacker News

About two-thirds of teachers report regularly using tools for detecting AI-generated content. At that scale, even tiny error rates can add up quickly.

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How I Got a Digital Nomad Visa for Japan

Hacker News

Curious about living in Japan? Learn from Christian, one of the first digital nomad visa holders, as he shares his experience and tips for obtaining the visa.

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Microsoft said it lost weeks of security logs for its customers' cloud products

Hacker News

Missing logs could make it more difficult to identify unauthorized access to the customers' networks during that two-week window.

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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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The Ultimate Conditional Syntax

Hacker News

Functional programming languages typically support expressive pattern-matching syntax allowing programmers to write concise and type-safe code, especially appropriate for manipulating algebraic data types. Many features have been proposed to enhance the.

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WebGPU-Based WiFi Simulator

Hacker News

Calculate the Wifi signal strength in your house using a powerful physics simulation engine. Find the best place to put your Wifi router.

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World Conker Championships men's winner cleared of cheating

Hacker News

David Jakins, 82, known as "King Conker", said he kept a steel chestnut in his pocket for "humour value"

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The AI Investment Boom

Hacker News

AI Demand is Driving Skyrocketing US Investment in Computers, Data Centers, and Other Physical Infrastructure

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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Irreproducible Results

Hacker News

[Translations: Japanese] I claim the scientific method (how we know stuff) will change more in the next 50 years than it has over the last 400 years since its birth.

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TikTok owner sacks intern for sabotaging AI project

Hacker News

Chinese technology giant ByteDance denied reports that the incident caused more than $10m of damage.

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Why I'm skeptical of rewriting JavaScript tools in "faster" languages

Hacker News

I've written a lot of JavaScript. I like JavaScript. And more importantly, I've built up a set of skills in understanding, optimizing, and debugging JavaScript that I'm reluctant to give up on. So maybe it's natural that I get a worried pit in my stomach over the current mania to rewrite every Node.

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1 in 6 Companies Are Hesitant to Hire Recent College Graduates

Hacker News

Intelligent.com surveyed business leaders involved in hiring decisions to explore attitudes toward hiring recent college grads.

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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.

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RRR: A Succinct Rank/Select Index for Bit Vectors (2011)

Hacker News

This blog post will give an overview of a static bitsequence data structure known as RRR, which answers arbitrary length rank queries in $mathcal{O}(1)$ time, and provides implicit compression. As my blog is informal, I give an introduction to this structure from a birds eye view.

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What Docs-as-Code Means

Hacker News

I’ve recently started a new job as a documentation engineer. My work is largely the same as that of a technical writer, but the sound and semantics of my new title gave me some pause and made me think about what it really means to be doing docs-as-code. To say that it’s about writing documentation using the same tools and methods as software developers is correct, but fails to acknowledge the full consequences of the fact.

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The Part of PostgreSQL We Hate the Most (2023)

Hacker News

As much as Andy loves PostgreSQL, there is one part that is terrible and causes many headaches for people. Learn what it is and why it sucks.

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C-Motive's electrostatic motors use printed circuit boards instead of magnets

Hacker News

No gearbox, active cooling, or oversizing needed C-Motive’s electrostatic motors use printed circuit boards instead of magnets A proprietary dielectric fluid inside the machine enables peak performance No add-ons …

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.