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Introduction to Generative AI and Edge Computing

Source: computer.org | By Laurel Tweed

Published on: 2025-04-20 05:00:57

Generative AI refers to those algorithms that have the ability to create new content-image, text, music, or whatsoever-based on the patterns the algorithm learns from existing data. This technology has started to gain remarkable attention in recent times for its applications across different industries. On the other hand, edge computing is a form of distributed computing wherein data is processed close to its origin rather than relying on a centralized cloud server for processing exclusively. Th

Keywords: ai data edge generative processing

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Trump admin accused of censoring NIH’s top expert on ultra-processed foods

Source: arstechnica.com | By Unknown

Published on: 2025-04-21 11:18:01

Kevin Hall, a prominent nutrition expert who led influential studies on ultra-processed foods, has resigned from his long-held position at the National Institutes of Health, alleging censorship of his research by top aides of health secretary Robert F. Kennedy Jr. In a post on LinkedIn, Hall claimed that he "experienced censorship in the reporting of our research because of agency concerns that it did not appear to fully support preconceived narratives of my agency’s leadership about ultra-proc

Keywords: addictive foods hall processed ultra

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Scientists pioneer chemical process to repurpose rubber waste

Source: news.ycombinator.com | By Dave Defusco

Published on: 2025-04-20 18:48:40

This article has been reviewed according to Science X's editorial process and policies . Editors have highlighted the following attributes while ensuring the content's credibility: Overview of the strategy for rubber deconstruction. a, Proposed route for achieving deconstruction of vulcanized polybutadiene. R is either H, ammonium or hydrated form of aldehyde. b, Mechanism of 2-aza-Cope rearrangement/deconstruction of aminated model polymer. Credit: Nature (2025). DOI: 10.1038/s41586-025-08716-

Keywords: materials polymer process resins rubber

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An Introduction to Stochastic Calculus (2022)

Source: news.ycombinator.com | By Brian Keng

Published on: 2025-04-24 08:26:00

Through a couple of different avenues I wandered, yet again, down a rabbit hole leading to the topic of this post. The first avenue was through my main focus on a particular machine learning topic that utilized some concepts from physics, which naturally led me to stochastic calculus. The second avenue was through some projects at work in the quantitative finance space, which is one of the main applications of stochastic calculus. Naively, I thought I could write a brief post on it that would sa

Keywords: equation frac partial process stochastic

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An Introduction to Stochastic Calculus

Source: news.ycombinator.com | By Brian Keng

Published on: 2025-04-25 19:26:00

Through a couple of different avenues I wandered, yet again, down a rabbit hole leading to the topic of this post. The first avenue was through my main focus on a particular machine learning topic that utilized some concepts from physics, which naturally led me to stochastic calculus. The second avenue was through some projects at work in the quantitative finance space, which is one of the main applications of stochastic calculus. Naively, I thought I could write a brief post on it that would sa

Keywords: equation frac partial process stochastic

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Show HN: Torque – A lightweight meta-assembler for any processor

Source: news.ycombinator.com | By Unknown

Published on: 2025-04-25 16:46:45

Torque is a lightweight meta-assembler that provides the tools necessary to write programs for any processor architecture. For a quick overview of the language, either read the language overview section of the manual, see this example of a completed program, or skim one of the following hands-on tutorials: For a demonstration of how to write high-level optimising macros in Torque, see: Background Existing assemblers for embedded processors suffer from a number of issues. Assemblers tend to b

Keywords: assembler install processor source torque

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AMD Epyc 'Venice' will be built on TSMC's N2 node, 5th-gen Epyc to be fabbed in Arizona

Source: techspot.com | By Kishalaya Kundu

Published on: 2025-04-27 03:26:00

In a nutshell: The 6th-generation AMD Epyc processors, codenamed Venice, will be the first high-performance computing product built using TSMC's 2nm (N2) process node. Team Red also confirmed that TSMC's new Fab 21 facility in Arizona has successfully validated 5th-generation Epyc silicon and will handle some of the chip production in the United States. Venice, built on AMD's upcoming Zen 6 microarchitecture, represents a major milestone in the company's data center roadmap and remains on track

Keywords: intel new process processors use

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How to Build a PC (2025): Hardware Suggestions, Instructions, and More

Source: wired.com | By Brad Bourque

Published on: 2025-04-29 23:33:00

Go ahead and carefully squeeze a tiny ball (no bigger than a pea) of thermal paste onto the silicon square on your processor. You’ll want it as close to the center as you can get. Now line up your heat sink with the screws surrounding your processor and gently lower it into place. Gently squish the thermal paste, and the goal here is to create a thin layer covering the back of your processor. It’s OK if it oozes a little bit, but if it oozes out and over the edge of the processor, you've used t

Keywords: heat place processor sink slot

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Access to future AI models in OpenAI’s API may require a verified ID

Source: techcrunch.com | By Kyle Wiggers

Published on: 2025-04-30 08:04:32

OpenAI may soon require organizations to complete an ID verification process in order to access certain future AI models, according to a support page published to the company’s website last week. The verification process, called Verified Organization, is “a new way for developers to unlock access to the most advanced models and capabilities on the OpenAI platform,” reads the page. Verification requires a government-issued ID from one of the countries supported by OpenAI’s API. An ID can only ve

Keywords: ai models openai process verification

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Nikola founder Trevor Milton accused of trying to derail bankruptcy case

Source: techcrunch.com | By Sean O'Kane

Published on: 2025-04-29 17:23:31

A court hearing on the sale of bankrupt electric truck startup Nikola’s assets to Lucid Motors was going smoothly on Friday. No objections had been filed to the transaction, and Delaware bankruptcy judge Thomas Horan verbally approved it without hesitation. Until, that is, a lawyer piped up on the Zoom call toward the end of the hearing. The lawyer said his client “has some concerns” about the way the auction process was run. Those could be addressed at a later date, he said, but he stressed h

Keywords: milton nikola process said sale

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Pdeathsig is almost never what you want

Source: news.ycombinator.com | By Unknown

Published on: 2025-04-30 14:45:22

PDEATHSIG is almost never what you want It was a fine Sunday evening. I had just landed in LA for our company offsite, and I met the whole team in person for the first time. A little later, my phone buzzed with a notification, “Antonio assigned you an issue on Linear.” Antonio is an engineering team lead at Recall.ai, and he tasked me with optimizing Output Media start latency so that our customers’ AI agents would launch faster. I thought it was going to be the quickest, most straightforward

Keywords: bubblewrap kernel parent process thread

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Researchers concerned to find AI models hiding their true “reasoning” processes

Source: arstechnica.com | By Unknown

Published on: 2025-05-02 19:37:13

Remember when teachers demanded that you "show your work" in school? Some fancy new AI models promise to do exactly that, but new research suggests that they sometimes hide their actual methods while fabricating elaborate explanations instead. New research from Anthropic—creator of the ChatGPT-like Claude AI assistant—examines simulated reasoning (SR) models like DeepSeek's R1, and its own Claude series. In a research paper posted last week, Anthropic's Alignment Science team demonstrated that

Keywords: ai model models process research

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DIY experimental reactor harnesses the Birkeland-Eyde process

Source: news.ycombinator.com | By Arduino Team

Published on: 2025-05-03 18:08:28

Arduino Team — Nitrogen is critical for farming at scale and without some form of nitrogen to enrich the soil, we couldn’t grow staple crops efficiently enough to feed our large global population. Serious science goes into the production of fertilizers and the Birkeland-Eyde process was one early example. It uses electrical arcs to turn nitrogen in the air into nitric acid. Marb is an enthusiastic citizen scientist and built his own experimental reactor to harness the Birkeland-Eyde process. T

Keywords: air arduino birkeland marb process

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No, Stripe is not becoming a bank

Source: techcrunch.com | By Mary Ann Azevedo

Published on: 2025-05-07 23:48:11

Last week, details emerged about an application that fintech giant Stripe had submitted for a U.S. banking license. There was a lot of chatter on X about whether this meant Stripe – already the largest privately valued fintech in the world – would now be adding bank to the list of descriptions of what it does. The short answer is: No. What is true is that this marks the first time that Stripe has applied for a banking license. But what may not be as clear is that the scope of the license is a

Keywords: banking license payments process stripe

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MIT showcases quantum chip communication without physical contact

Source: techspot.com | By Zo Ahmed

Published on: 2025-05-11 13:13:00

Why it matters: Quantum computers promise to tackle problems that stump even the most advanced supercomputers. Getting there is a different story, though. One of the biggest hurdles is efficiently connecting multiple quantum processors so they can share information without errors. A new interconnect device by MIT researchers could solve this problem. Current quantum-computing systems rely on clunky "point-to-point" connections, where data is transferred in a chain and has to jump between nodes.

Keywords: entanglement photon photons processors quantum

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Show HN: I built a Rust crate for running unsafe code safely

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-11 13:28:48

mem-isolate : Run unsafe code safely mem-isolate runs your function via a fork() , waits for the result, and returns it. This grants your code access to an exact copy of memory and state at the time just before the call, but guarantees that the function will not affect the parent process's memory footprint in any way. It forces functions to be memory pure (pure with respect to memory), even if they aren't. use mem_isolate :: execute_in_isolated_process ; // No heap, stack, or program memory

Keywords: 00 child memory parent process

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AMD Ryzen 9800X3D drives 8-core CPU adoption past 6-core chips

Source: techspot.com | By Daniel Sims

Published on: 2025-05-13 06:42:00

The big picture: The CPU-Z survey for the first quarter of 2025 has revealed drastic shifts in multiple areas of the PC sector as users upgrade their CPUs, GPUs, and other components. Although Intel and Nvidia maintain market dominance in processors and graphics cards, respectively, AMD has made significant strides against both. Telemetry results from CPU-Z for April 1 show that eight-core processors are finally more popular than six-core chips. Monitor and GPU adoption also saw notable swings.

Keywords: amd core cpu popular processors

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AMD Ryzen 7 9800X3D drives eight-core CPU adoption past six-core chips

Source: techspot.com | By Daniel Sims

Published on: 2025-05-13 11:42:00

The big picture: The CPU-Z survey for the first quarter of 2025 has revealed drastic shifts in multiple areas of the PC sector as users upgrade their CPUs, GPUs, and other components. Although Intel and Nvidia maintain market dominance in processors and graphics cards, respectively, AMD has made significant strides against both. Telemetry results from CPU-Z for April 1 show that eight-core processors are finally more popular than six-core chips. Monitor and GPU adoption also saw notable swings.

Keywords: amd core cpu popular processors

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Google wants to make Android 16 even better at streaming music and video

Source: androidauthority.com | By Unknown

Published on: 2025-05-13 11:30:15

Mishaal Rahman / Android Authority TL;DR Android 16 adds support for running media codecs outside of their usual sandboxed process and within the app’s process. Doing this reduces the amount of inter-process communication that needs to typically happen between the app and codec process, thereby reducing CPU usage and thus power consumption. However, this opens the door to security exploits, which is why codecs need to be written in a memory-safe language like Rust for this to be allowed. Whe

Keywords: android codecs feature media process

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Aviator (YC S21) is hiring engineers to build AI DevEx platform

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-14 07:08:31

Why you should join Aviator We build engineering productivity supertools that automate necessary-but-mundane developer workflows for customers like Bosch, Slack, Square, Figma, Benchling. With Aviator's productivity-oriented tools, engineers save up to 10 hours a week on their code-submission processes, testing processes and many other tasks. We’re a well funded company, with significant enterprise revenue and notable Silicon Valley investors like Elad Gil, Lenny Rachitsky and others. The two

Keywords: aviator engineering like processes valley

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X may soon start selling inactive usernames to Verified Organizations starting at $10K, code reveals

Source: techcrunch.com | By Sarah Perez

Published on: 2025-05-14 19:10:54

X’s plan to boost revenue by selling off dormant usernames on its service is starting to shape up. According to recent changes found in X’s web application, the company is setting up a “handle inquiry” process that will allow Verified Organizations — companies and other organizations that already have a $1,000 per month X subscription — to bid on abandoned X handles. Those bids will start at $10,000 and may range to over $500,000, according to an FAQ discovered in the web app. The updates were

Keywords: handle handles process usernames users

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Forking Work Simplification – Let's Bring Back Eisenhower's Process Improvement

Source: news.ycombinator.com | By Dave Deek

Published on: 2025-05-18 11:52:42

Happy April Fool’s, but frankly we are all (well almost all) business today with a neat little update. Kevin Hawickhorst’s article talked about Eisenhower-era process improvement tools that transformed federal efficiency during the 1940s-1960s, when government trust reached 80% and major national projects succeeded. You know what? Why keep such a gem hidden away in old dusty books and digital pdf scans? We should create a documentation site with the intent of fully recreating, updating, and cre

Keywords: improvement local process simplification work

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Deal: Save up to 30% on Turbotax this tax season!

Source: androidauthority.com | By Unknown

Published on: 2025-05-18 19:19:20

Edgar Cervantes / Android Authority These offers are available directly from Amazon. They are compatible with both Windows and Mac, and include both Federal and State filing for your 2024 taxes. Turbotax is known for its user-friendliness and simplicity. It is designed to take you through the filing process on your own, from the comfort of your home, and without interaction with any human being. The software will guide you through simple questions and lead you through the right process, depend

Keywords: 2024 filing process tax turbotax

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Intel's comeback plan: Panther Lake in 2025, Nova Lake in 2026, says CEO Lip-Bu Tan

Source: techspot.com | By Skye Jacobs

Published on: 2025-05-23 00:26:00

Something to look forward to: Lip-Bu Tan has joined Intel as CEO at a pivotal moment, as the semiconductor giant faces significant challenges in regaining its competitive edge. In his first letter to shareholders, Tan laid out a clear vision for Intel's future, emphasizing a dual focus on product innovation and operational efficiency. His message was unflinching: Intel must simplify its operations, reduce costs, and deliver on its promises to regain its competitive edge in the tech industry. At

Keywords: 18a cores intel lake process

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Unlike Any AI I've Seen: Why This 3D Modeling Program Works for Anyone

Source: cnet.com | By See Full Bio

Published on: 2025-05-24 15:00:08

I've tested a lot of AI-powered creative software, and when it comes to image (and now video) generators, there seem to be two options: You enter a prompt, you cross your fingers and hope the AI understands all the details and directions you want. Or you don't use AI at all and have to do everything manually in Photoshop or another program. I had seen very little that offers a nice middle ground... until Intangible AI. Intangible is one of many startups taking advantage of new generative AI tec

Keywords: ai intangible like migos process

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Thought Snapdragon 8 Elite was a monster? Here are the first 8 Elite Gen 2 specs.

Source: androidauthority.com | By Unknown

Published on: 2025-05-24 19:34:14

C. Scott Brown / Android Authority TL;DR The first apparent Snapdragon 8 Elite Gen 2 specs have leaked online. The new chip is said to feature second-generation Oryon CPU cores with the same layout as the current chip. The processor will apparently be built on a more advanced 3nm process and signs suggest it could be based on the ArmV9 architecture. The Snapdragon 8 Elite is a major leap forward for flagship Android phones, bringing plenty of performance and a wide variety of features. We’re

Keywords: architecture elite new process snapdragon

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Jensen Huang anticipates 20% performance boost from gate-all-around transistors

Source: techspot.com | By Daniel Sims

Published on: 2025-05-25 03:16:00

In brief: While covering a wide range of topics during his keynote at Nvidia's GTC, CEO Jensen Huang briefly touched on the company's GPU roadmap beyond the upcoming Rubin architecture. The Feynman generation and those that follow will likely adopt semiconductor nodes featuring gate-all-around (GAA) transistors – the next evolution in transistor technology after FinFET. During a Q&A session at the GPU Technology Conference, Huang estimated a roughly 20% performance uplift from transitioning to

Keywords: gaa huang nodes nvidia process

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California bill aims to phase out harmful ultra-processed foods in schools

Source: news.ycombinator.com | By Shannon Kelleher

Published on: 2025-05-26 07:45:30

As states across the country move to ban food dyes, California lawmakers on March 19 introduced the first US bill that would phase out certain ultra-processed foods from school meals. If signed into law, Assembly Bill 1264 would establish the first statutory definition of what qualifies as an ultra-processed food and would direct state scientists to work with university experts to identify particularly harmful products, which would then be removed from school cafeterias by 2032. “We have not d

Keywords: food foods health processed ultra

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Building a modern durable execution engine from first principles

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-26 03:51:44

We dive into the architecture details of Restate, a Durable Execution engine we built from the ground up. Restate requires no database/log or other system, but implements a full stack that competes with the best logs in terms of durability and operations. This is the second article in our series on building a durable execution system from first principles. The first blog post in this series, Every System is a Log, looks at this from the application side, and shows how a unified log architecture

Keywords: data log partition processor restate

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Researchers get spiking neural behavior out of a pair of transistors

Source: arstechnica.com | By Unknown

Published on: 2025-05-26 15:32:55

The growing energy use of AI has gotten a lot of people working on ways to make it less power hungry. One option is to develop processors that are a better match to the sort of computational needs of neural networks, which require many trips to memory and a lot of communication between artificial neurons that might not necessarily reside on the same processor. Termed "neuromorphic" processors, this alternative approach to hardware tends to have lots of small, dedicated processing units with thei

Keywords: like lot memory processors silicon

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