October, 2024

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Combining Machine Learning and Homomorphic Encryption in the Apple Ecosystem

Machine Learning Research at Apple

At Apple, we believe privacy is a fundamental human right. Our work to protect user privacy is informed by a set of privacy principles, and one of those principles is to prioritize using on-device processing. By performing computations locally on a user’s device, we help minimize the amount of data that is shared with Apple or other entities. Of course, a user may request on-device experiences powered by machine learning (ML) that can be enriched by looking up global knowledge hosted on servers.

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Elite School Will Offer a Day Off for Students Distressed by Election

Hacker News

Attendance on Wednesday, or whatever day the results are announced, is optional for high school students at the Ethical Culture Fieldston School in New York City, families were told.

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Trending Sources

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I just tested Google vs ChatGPT search — and I’m shocked by the results

Flipboard

With OpenAI’s new real-time search feature, ChatGPT is positioning itself as a competitor to traditional search engines like Google.

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New generative AI tools open the doors of music creation

DeepMind

Our latest AI music technologies are now available in MusicFX DJ, Music AI Sandbox and YouTube Shorts

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Feds: Critical Software Must Drop C/C++ by 2026 or Face Risk

Hacker News

This is the government's strongest stance yet on software security, which puts manufacturers on notice: fix dangerous coding practices or risk being labeled as negligent.

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No Matter What the Bank Says, It's Your Money, Your Data, and Your Choice

Hacker News

The Consumer Finance Protection Bureau (CFPB) has just finalized a rule that makes it easy and safe for you to figure out which bank will give you the best deal and switch to that bank, with just a couple of clicks. We love this kind of thing: the coolest thing about a digital world is how easy it.

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More Trending

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Steam games will need to disclose kernel-level anti-cheat on store pages

Hacker News

Valve announced a change for Steam today that will make things a lot clearer for everyone, as developers will now need to clearly list the kernel-level anti-cheat used on Steam store pages.

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Prisma Postgres – Runs on bare metal and unikernels

Hacker News

At Prisma, we believe that deploying a database should be as simple as adding a new page in Notion. Today, we are excited to share the first milestone towards this vision: Prisma Postgres® gives developers an always-on database with pay-as-you-go pricing, thanks to our unique architecture design.

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New documentary reveals that 21,000 workers have died working on Saudi Vision 2030, which includes NEOM, since construction began

Hacker News

A new documentary, Kingdom Uncovered: Inside Saudi Arabia, has revealed the total amount of worker deaths related to Mohammed bin Salman’s Saudi Vision 2030, a multitrillion dollar program which includes The post New documentary reveals that 21,000 workers have died working on Saudi Vision 2030, which includes NEOM, since construction began appeared first on The Architect’s Newspaper.

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The Unlikely Inventor of the Automatic Rice Cooker

Hacker News

“Cover, bring to a boil, then reduce heat. Simmer for 20 minutes.” These directions seem simple enough, and yet I have messed up many, many pots of rice over the years. My sympathies to anyone who’s ever had to boil rice on a stovetop, cook it in a clay pot over a kerosene or charcoal burner, or prepare it in a cast-iron cauldron. All hail the 1955 invention of the automatic rice cooker!

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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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Fuzzing between the lines in popular barcode software

Hacker News

By Artur Cygan Fuzzing—one of the most successful techniques for finding security bugs, consistently featured in articles and industry conferences—has become so popular that you may think most important software has already been extensively fuzzed. But that’s not always the case.

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Character Amnesia in China

Hacker News

During a visit to Beijing many years ago, I was having lunch with three PhD students in the Chinese Department at Peking University, all of whom were native speakers of Chinese.

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The secret electrostatic world of insects

Hacker News

Invisibly to us, insects and other tiny creatures use static electricity to travel, avoid predators, collect pollen, and more. New experiments explore how evolution may have influenced this phenomenon.

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Nuclear Fusion’s New Idea: An Off-the-Shelf Stellarator

Hacker News

For a machine that’s designed to replicate a star, the world’s newest stellarator is a surprisingly humble-looking apparatus. The kitchen-table-size contraption sits atop stacks of bricks in a cinder-block room at the Princeton Plasma Physics Laboratory (PPPL) in Princeton, N.J., its parts hand-labeled in marker. The PPPL team invented this nuclear-fusion reactor, completed last year, using mainly off-the-shelf components.

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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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After the Deluge

Hacker News

ASHEVILLE, North Carolina — At 7:30 a.m. on Friday, Sept. 27, Chris Trusz was standing on one of the bridges spanning the Broad River in Chimney Rock. He wanted to get a photo.

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Crafting Painterly Shaders

Hacker News

A detailed essay on my research and process of building a shader to mimic paint, watercolor, and aquarelle by exploring various implementations of the Kuwahara image smoothing filter.

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Collapse of key Atlantic current could have catastrophic impacts

Hacker News

The Atlantic Ocean's most vital ocean current is showing troubling signs of reaching a disastrous tipping point. Oceanographer Stefan Rahmstorf tells Live Science what the impacts could be.

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We Can Terraform the American West

Hacker News

Why is there almost nothing on the left hand side of the USA? Water scarcity! We're missing 300 million Americans. We’re missing 30 global cities west of 100 degrees longitude. We should do something about it!

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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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Sorry, Gas Companies – Parody Isn't Infringement (Even If It Creeps You Out)

Hacker News

Activism comes in many forms. You might hold a rally, write to Congress, or fly a blimp over the NSA. Or you might use a darkly hilarious parody to make your point, like our client Modest Proposals recently did. Modest Proposals is an activist collective that uses parody and culture jamming to.

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HTML Form Validation is heavily underused

Hacker News

HTML Forms have powerful validation mechanisms, but they are heavily underused. In fact, not many people even know much about them. Is this because of some flaw in their design? Let’s explore.

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A deep dive into Linux's new mseal syscall

Hacker News

By Alan Cao If you love exploit mitigations, you may have heard of a new system call named mseal landing into the Linux kernel’s 6.10 release, providing a protection called “memory sealing.” Beyond notes from the authors, very little information about this mitigation exists.

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US satellite jammer is set for delivery as flaws are fixed

Hacker News

A weapon meant to jam Chinese and Russian satellites early in a conflict has overcome technical flaws and is expected to be delivered next year, more than two years later than originally scheduled, according to the US Space Force.

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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.

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Dropbox announces 20% global workforce reduction

Hacker News

Today, our cofounder and CEO Drew Houston shared the difficult news that we’ll be making reductions to our global workforce. Here's the email he sent to all employees.

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Bayesian Yacht Sinking

Hacker News

A Times investigation has found that an unusually tall mast, and the design changes it required, made a superyacht owned by a British tech mogul vulnerable to capsizing.

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New species of tardigrade reveals secrets of radiation-resisting powers

Hacker News

Knowing the genes responsible for water bears’ radiation tolerance could lead to diverse applications, from cancer treatment to space exploration. Knowing the genes responsible for water bears’ radiation tolerance could lead to diverse applications, from cancer treatment to space exploration.

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Why ghosts wear clothes or white sheets instead of appearing in the nude

Hacker News

The issue of ghost clothes is interesting for historians of the supernatural because, like a loose thread, pulling at it starts to unravel some of the assumptions about matter in spiritualism.

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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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Everything I built with Claude Artifacts this week

Hacker News

I’m a huge fan of Claude’s Artifacts feature, which lets you prompt Claude to create an interactive Single Page App (using HTML, CSS and JavaScript) and then view the result …

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Security Research on Private Cloud Compute

Hacker News

Private Cloud Compute (PCC) fulfills computationally intensive requests for Apple Intelligence while providing groundbreaking privacy and security protections — by bringing our industry-leading device security model into the cloud. To build public trust in our system, we’re making it possible for researchers to inspect and verify PCC’s security and privacy guarantees by releasing tools and resources including a comprehensive PCC Security Guide, the software binaries and source code of key

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TSMC cuts off client after discovering chips sent to Huawei

Hacker News

Taiwan Semiconductor Manufacturing Co. discovered this month that chips it made for a specific customer ended up with Huawei Technologies Co., a potential violation of US sanctions intended to sever the flow of technology to a Chinese national champion.

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Ironclad link between red meat and cancer identified

Hacker News

Researchers have discovered the mechanism linking the overconsumption of red meat with colorectal cancer, as well as identifying a means of interfering with the mechanism as a new treatment strategy for this kind of cancer.

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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.