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In-reply-to » @bender How is Borg? I have used restic for so long I haven't looked at anything else.

Seem like it’s a server-client thingy? 🤔 I much prefer tools in this case and defer the responsibility of storage to something else. I really like restic for that reason and the fact that it’s pretty rock solid. I have zero complaints 😅

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(#3lokkza) Seem like it’s a server-client thingy? 🤔 I much prefer tools in this case and defer the responsibility of storage to something els …
Seem like it’s a server-client thingy? 🤔 I much prefer tools in this case and defer the responsibility of storage to something else. I really like restic for that reason and the fact that it’s pretty rock solid. I have zero complaints 😅 ⌘ Read more

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Gmail Showing 1 Unread Message? Here’s How to Find It
If you’re the type of person who likes to maintain Inbox Zero, or who recently went and tidied up their Gmail inbox to get every email marked as read, you may come across a frustrating situation where Gmail shows 1 unread message, and you simply can’t locate that unread email message in Gmail. If you … Read MoreRead more

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Istio: The Highest-Performance Solution for Network Security
Ambient mode provides more encrypted throughput than any other project in the Kubernetes ecosystem. Encryption in transit is a baseline requirement for almost all Kubernetes environments today, and forms the foundation of a zero-trust security posture…. ⌘ Read more

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Hydroponic Automation Board with Raspberry Pi Zero 2 and STM32 Processor
The RootMaster is a hydroponic automation platform designed to provide precise control over water, and environmental conditions. Designed for developers and enthusiasts, it includes onboard sensors, CAN support, and outputs for controlling up to three pumps and additional peripherals. According to the documentation, the STM32G4 microcontroller is based on the Arm Cortex-M4 32-bit RISC core […] ⌘ Read more

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NVK Achieves Day-Zero Support for Vulkan 1.4
The Khronos Group recently announced the release of the Vulkan 1.4 specification, and NVK, an open-source Vulkan driver for NVIDIA hardware, has achieved day-zero conformance with the latest API. This support has been integrated into Mesa and will be available in the upcoming Mesa 25.0 release, scheduled for early 2025. This development highlights Mesa’s ongoing […] ⌘ Read more

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PEP 768: Safe external debugger interface for CPython
This PEP proposes adding a zero-overhead debugging interface to CPython that allows debuggers and profilers to safely attach to running Python processes. The interface provides safe execution points for attaching debugger code without modifying the interpreter’s normal execution path or adding runtime overhead. ⌘ Read more

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‘The Aloha Project’ announces new Haveno mainnet instance with zero fees
alohamarkus1 from The Aloha Project 2 has announced3 the launch of Haveno Aloha 4, a new public Haveno instance running on Monero’s main network that apparently doesn’t charge any fees:

So I have been working on an ‘alternate’ network [..] it’s out now on mainnet but should require some testing, if anyone wants to help? [..] we have generous sponsors, that means haveno-aloh … ⌘ Read more

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Flatcar brings Container Linux to the CNCF Incubator
The CNCF Technical Oversight Committee (TOC) has voted to accept Flatcar as a CNCF incubating project.  Flatcar is a zero-touch, minimal operating system (OS) for containerized workloads, addressing the challenges of managing and securing a production… ⌘ Read more

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What is zero trust authorization?
Member post originally published on Cerbos’s blog by Twain Taylor Traditional security models, which rely on perimeter-based defenses, have proven to be quite inadequate in the face of sophisticated attacks and the growing adoption of cloud… ⌘ Read more

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Erlang Solutions: Client Case Studies with Erlang Solutions
At Erlang Solutions, we’ve worked with diverse clients, solving business challenges and delivering impactful results. We would like to share just some of our top client case studies in this latest post with you.

Get a glimpse into how our leading technologies—Erlang, Elixir, MongooseIM, and more—combined with our expert team, have transformed the outcomes for major industry players.

**Transforming streaming with zero dow … ⌘ Read more

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(Updated) Quartz64 Zero: A Low-Cost SBC Featuring Rockchip RK3566T with 64-bit Arm and 32-bit RISC-V CPUs
Quartz64 Zero: A Low-Cost SBC Featuring Rockchip RK3566T with 64-bit ARM and 32-bit RISC-V CPUs
Pine64 recently introduced the Quartz64 Zero, a compact and economical single board computer featuring the Rockchip RK3566T SoC. Designed for both hobbyists and commercial applications, this board offers scalable features and a guaranteed long … ⌘ Read more

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Banana Pi Showcases BPI-CanMV-K230D Zero with Canaan K230D Chip Design
The Banana Pi BPI-CanMV-K230D-Zero is an upcoming single-board computer for AIoT applications, developed in collaboration with Canaan Technology. Featuring the Kendryte K230D chip, it provides local AI inference capabilities, making it useful for DIY projects and embedded systems. At the core of the BPI-CanMV-K230D-Zero is the Kendryte K230D chip from Canaan’s Kendryte AIoT series. This […] ⌘ Read more

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Once destined for the tip, these low-grade blueberries are being turned into wine
A food recycling charity has taken blueberries destined for the tip to create a zero-alcohol wine alternative, which is now being served in restaurants and ultimately helping feed more people. ⌘ Read more

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In-reply-to » The original twt is unavailable. It may have been edited or deleted, or is from an unknown or muted feed.

@prologic@twtxt.net The headline is interesting and sent me down a rabbit hole understanding what the paper (https://aclanthology.org/2024.acl-long.279/) actually says.

The result is interesting, but the Neuroscience News headline greatly overstates it. If I’ve understood right, they are arguing (with strong evidence) that the simple technique of making neural nets bigger and bigger isn’t quite as magically effective as people say — if you use it on its own. In particular, they evaluate LLMs without two common enhancements, in-context learning and instruction tuning. Both of those involve using a small number of examples of the particular task to improve the model’s performance, and they turn them off because they are not part of what is called “emergence”: “an ability to solve a task which is absent in smaller models, but present in LLMs”.

They show that these restricted LLMs only outperform smaller models (i.e demonstrate emergence) on certain tasks, and then (end of Section 4.1) discuss the nature of those few tasks that showed emergence.

I’d love to hear more from someone more familiar with this stuff. (I’ve done research that touches on ML, but neural nets and especially LLMs aren’t my area at all.) In particular, how compelling is this finding that zero-shot learning (i.e. without in-context learning or instruction tuning) remains hard as model size grows.

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Building a zero CVE strategy
Member post originally published on the Kubesimplify blog by Kunal Verma With the increase in software complexity and as digital threats evolve (as discussed in our previous blog) in today’s digital age, the organizations are facing a massive increase… ⌘ Read more

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Quartz64 Zero: A Low-Cost SBC Featuring Rockchip RK3566T with 64-bit Arm and 32-bit RISC-V CPUs
Quartz64 Zero: A Low-Cost SBC Featuring Rockchip RK3566T with 64-bit ARM and 32-bit RISC-V CPUs
Pine64 recently introduced the Quartz64 Zero, a compact and economical single board computer featuring the Rockchip RK3566T SoC. Designed for both hobbyists and commercial applications, this board offers scalable features and a guaranteed long-term supply. ⌘ Read more

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CNCF announces the second Zero to Merge cohort
By Taylor Dolezal, Head of Ecosystem, CNCF The Cloud Native Computing Foundation (CNCF) is thrilled to announce our second cohort of the Zero to Merge program. This comprehensive four-week journey empowers participants to make meaningful contributions to CNCF… ⌘ Read more

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Véhicules électriques : pas d’avenir sans subventions
Un article de Henry Bonner Les annonces d’économies par le gouvernement – un petit 10 milliards d’euros à mettre en rapport avec les 170 milliards d’euros de déficit en 2023 – attirent des critiques… au nom de l’impact sur le climat ! Vous pouvez par exemple lire, dans l’infolettre Carbone Zéro du journal Les Echos : […] ⌘ Read more

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‘Blackout Bowen is stuck in the past’: Chris Kenny slams Labor’s nuclear energy stance
Sky News host Chris Kenny says the debate over energy and the race to net-zero “continues”.

Mr Kenny said Climate and Energy Minister Chris Bowen has repeatedly “refused” to transition to nuclear energy.

“A new poll though shows that blackout Bowen is stuck in the past and losing the argument.

“55 per cent of voters now suppor … ⌘ Read more

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Affordable Radxa ZERO 3W Featuring Up to 8GB RAM and Onboard eMMC Storage
Radxa’s ZERO 3W is an ultra-small single board computer with high-performance capabilities. Based on the Rockchip RK3566 and supporting Wi-Fi6 / BT 5.4, this compact device is designed to cater to a wide range of users, from IoT developers to hobbyists. Equipped with the Rockchip RK3566, the ZERO 3W supports various graphics standards like OpenGL […] ⌘ Read more

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DietPi January 2024 news (version 9.0)
DietPi’s latest release, version 9.0, rolled out today, marks a significant update for the lightweight Linux OS, renowned for its efficiency on single-board computers. This release phases out support for the older Debian Buster version, introduces compatibility with the new 1.5 GB Orange Pi Zero 3, and brings several enhancements and bug fixes across the […] ⌘ Read more

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Low Profile Radxa X2L SBC Featuring Intel J4125 and RP2040 Microcontroller
The Radxa X2L, powered by the Intel Celeron Processor J4125, is a compact yet robust mini-computer designed to cater to a wide range of computing needs. It’s a perfect blend of performance, connectivity, and versatility, making it suitable for both personal and professional use. Unlike other recent Radxa offerings such as the Radxa Zero 3E, […] ⌘ Read more

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Largest winery solar panel system in Australia switches on in the Barossa Valley
Almost 6,000 solar panels have been installed by Treasury Wine Estates, with the ability to generate more than 5,000 megawatt-hours of energy per year — the equivalent of powering around 900 homes. ⌘ Read more

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**RT by @mind_booster: [1/3]
Más notícias para Portugal 🛥️

Estudo divulgado hoje pela ZERO refere que Portugal mantém o 6.º lugar entre os países europeus c/ maiores níveis de poluição de óxidos de enxofre emitido (SOx) pelos navios de cruzeiro depois de Itália, Espanha, Grécia, Noruega e França.**
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Más notícias para Portugal 🛥️

Estudo divulgado hoje pela ZERO refere que Portugal mantém o 6.º lugar entre os países europeus c/ maiores níveis de poluição de óxidos de enxofre emitido (SOx) pelos navios de cruz … ⌘ Read more

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Rooting with root cause: finding a variant of a Project Zero bug
In this blog, I’ll look at CVE-2022-46395, a variant of CVE-2022-36449 (Project Zero issue 2327), and use it to gain arbitrary kernel code execution and root privileges from the untrusted app domain on an Android phone that uses the Arm Mali GPU. I’ll also explain how root cause analysis of CVE-2022-36449 led to the discovery of CVE-2022-46395. ⌘ Read more

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**A @ZEROasts fez um conjunto de contadores da vergonha: coisas que o estado devia estar a fazer, mas que ainda não estão feitas.

No caso do ruído, o atraso chega quase aos 6000 dias - números que deviam envergonhar todos nós.

https://zero.ong/noticias/dia-da-terra-zero-desafia-governo-a-dar-resposta-a-5-leis-ambientais-sobre-as-quais-esta-a-procrastinar/**
A @ZEROasts fez um conjunto de contadores da vergonha: coisas que o estado devia estar a fazer, mas que ainda não es … ⌘ Read more

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CodeQL zero to hero part 1: the fundamentals of static analysis for vulnerability research
Learn more about static analysis and how to use it for security research!
In this blog post series, we will take a closer look at static analysis concepts, present GitHub’s static analysis tool CodeQL, and teach you how to leverage static analysis for security research by writing custom CodeQL queries. ⌘ Read more

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