Sun.Mar 02, 2025

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AI is Reshaping Global Secure Connectivity

Cisco Wireless

The AI revolution isnt just about bigger models and smarter applications. Its also about the network infrastructure that enables them. As AI evolves, service providers must rethink their architectures to deliver the future of global secure connectivity. What was impossible just months ago will soon be the baseline expectation for customers going forward.

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AI Unbound: Your Data Center, Your Way – Powering AI with simplified, secure, high-performance data centers

Juniper

Official Juniper Networks Blogs AI Unbound: Your Data Center, Your Way – Powering AI with simplified, secure, high-performance data centers The rapid advancement of AI applications is reshaping industries, driving an unprecedented demand for scalable, high-performing, and flexible data center solutions. As AI workloads grow in complexity and scale, traditional infrastructures often struggle to keep pace, resulting in bottlenecks, inefficiencies, and increased operational costs.

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Transforming Mobile Networks: Delivering on Programmable Platform Promise

Cisco Wireless

At MWC2025, were showcasing our Mobility Services Platform, capable of delivering a high-value use cases for people, places, things, and fast-evolving intelligent machines. Built and deployed globally, and delivered as-a-service with an extensive API ecosystem, its open to developers, Communication Service Providers, and enterprises to create new, differentiated value from the network, from traditional IoT and voice services to a new wave of AI-based services for people, spaces, and machines.

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Michael Pietroforte posted an update: GPT-4.5 Fails. AGI Cancelled. It's all […]

4sysops

GPT-4.5 Fails. AGI Cancelled. It’s all over… TIMELINE 00:00 GPT 4.5 03:50 Karpathy 14:46 Examples of 4.5 “Magic” 20:05 The Point The latest AI News. Learn about LLMs, Gen AI and get ready for the rollout of AGI.

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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Transforming Assurance for AI Connectivity: The Power of Network Intelligence

Cisco Wireless

Cisco Provider Connectivity Assurance User Experience, showcased at Mobile World Congress 2025, leverages AI to transform mobile network operations by delivering real-time insights for high-quality customer experiences. This innovative solution integrates seamlessly with the Cisco routing portfolio, providing actionable insights across wireline, wireless, and non-terrestrial networks.

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wpa_supplicant + hostapd + freeradius in a 3 VM topology for authentication vi EAP-TLS [closed]

Network Engineering

As part of my thesis, I need to recreate a EAP-TLS topology (for an initial proof of concept), and I'm using Vagrant to set it up with the Authentication Server, the Authenticator and one Supplicant all being different VMs (see image). This scenario emulates and all wired topology, and I currently believe to be configuring the freeRadius server correctly, but I'm having issues with hostapd and wpa_supplicant.

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Guidde Review: Making Video Documentation Got Easier

Geek Flare

I have written a lot of how-to tutorials. While they are indeed helpful for the end consumers, creating them becomes a bit monotonous if you have dozens such guides lined up for the week. That was until I got my hands on Guidde. Here, you just need to briefly describe the tutorial before recording. It […] The post Guidde Review: Making Video Documentation Got Easier appeared first on Geekflare.

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Michael Pietroforte posted an update: It appears that China is taking the upcoming fight in […]

4sysops

It appears that China is taking the upcoming fight in robotics quite literally. In a showdown between Teslas Optimus and Unitrees G1, Id bet on the one that can do kung fu. Kungfu BOT: Unitree G1 We have continued to upgrade the Unitree G1’s algorithm, enabling it to learn and perform virtually any movement. What other moves would you like to see?

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Lesson 205 - Fundamentals of Software Architecture 2nd Edition (March 3, 2025)

Developer to Architect

In March 2025 we published the 2nd edition of our Fundamentals of Software Architecture book from OReilly Media. In this lesson I discuss the major changes, additions, and new chapters in the new edition.

Media 52
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Surender Kumar posted an update: Microsoft silences Copilot so it can no longer help you […]

4sysops

Microsoft silences Copilot so it can no longer help you pirate Windows 11 – Neowin Recent reports indicated that Copilot inadvertently assisted users in pirating Windows 11 by providing third-party scripts for activation. This was a step beyond earlier attempts with ChatGPT, as users were able to activate the operating system swiftly. In response to this activity, Microsoft took immediate action to suppress such functionalities within Copilot.

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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.

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Sustainable Networks: powering the future, responsibly

Juniper

Official Juniper Networks Blogs Sustainable Networks: powering the future, responsibly Imagine a data center humming with 100,000 cutting-edge GPUs, the backbone of the AI/ML and Gen AI revolution. The energy required for processing, cooling, and networking such a facility can easily reach 150 megawattsenough to power 100,000-120,000 households. This staggering consumption, and the strain it places on local power grids, highlights a critical challenge: the growing environmental footprint of our

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Surender Kumar posted an update: Windows 11 24H2 might quietly throttle and slow your system […]

4sysops

Windows 11 24H2 might quietly throttle and slow your system when you aren’t paying attention – Neowin A recent performance review of Windows 11 version 24H2 compared to 23H2 primarily identified minor variances in performance, although certain users have reported significant issues. Some Windows updates, specifically KB5050094 and KB5051987, have been linked to game crashes.

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Surender Kumar posted an update: Apple might not release a truly modernized Siri until 2027 | […]

4sysops

Apple might not release a truly modernized Siri until 2027 | TechCrunch Apple is currently working on updates for Siri, as it aims to enhance the digital assistant in response to advances in generative AI. Significant improvements to Siri are expected to debut in May, incorporating previously announced Apple Intelligence features. This new version of Siri will reportedly operate with two brainsone for handling traditional commands and another for more sophisticated queries that utilize user data

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Paolo Maffezzoli posted an update: Windows 11 KB5052093 install fails, gets pulled, then […]

4sysops

Windows 11 KB5052093 install fails, gets pulled, then re-released The optional update KB5052093 for Windows 11 version 24H2 is encountering installation failures for some users, reported with error codes 0x800f0983 and 0x800f0993. Microsoft previously pulled this update but re-released it, which has resolved the issue for some, although not all users are successful.

Media 52
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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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Michael Pietroforte posted an update: Antropic's Claude Sonnet 3.7 appears to surpass GPT-4.5 even […]

4sysops

Antropic’s Claude Sonnet 3.7 appears to surpass GPT-4.5 even in emotional intelligence, the primary strength of OpenAI’s new, costly model. OpenAI’s talent drain seems to become evident as their capital advantage over Anthropic no longer pays off. In retrospect, if Ila Suketever had triumphed in the power struggle against Sam Altman, OpenAI might still be leading.

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Surender Kumar posted an update: AWS CodeBuild adds support for macOS 15.2 - AWS AWS […]

4sysops

AWS CodeBuild adds support for macOS 15.2 – AWS AWS CodeBuild has introduced support for macOS 15.2, enhancing the environment for building and testing applications. This update enables developers to work within the latest macOS ecosystem, utilizing a fully managed continuous integration service that compiles source code, runs tests, and generates software packages for deployment.

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Surender Kumar posted an update: AWS Network Firewall simplifies policy management with […]

4sysops

AWS Network Firewall simplifies policy management with enhanced console features – AWS AWS Network Firewall has introduced improved console features that enhance rule management and policy configuration. These updates allow users to change the priority of rules directly within the console, simplifying the modification process without the need for deletion and recreation.

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Michael Pietroforte posted an update: It looks like GPT-4.5 is a failure. It doesn't even rank […]

4sysops

It looks like GPT-4.5 is a failure. It doesn’t even rank among the top models on the leaderboards. Its pricing is excessively high considering its offerings. GPT-4.5 costs 30 times more for input tokens and 15 times more for output tokens compared to GPT-4o. I suspect it’s no coincidence that Sam Altman was absent from the presentation. Considering the price increase and minimal performance improvements, it is safe to say that the AI Wall didnt even sustain a scratch.

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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

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Surender Kumar posted an update: Microsoft released Windows 11 KB5053387/KB5053143 Setup and […]

4sysops

Microsoft released Windows 11 KB5053387/KB5053143 Setup and recovery updates – Neowin Microsoft introduced new Dynamic updates for Windows 11 24H2 and Windows Server 2025, enhancing the Windows Recovery Environment (WinRE) and update setup binaries. The updates consist of two key components: a Setup update and a WinRE update. The Setup update, identified as KB5053387, focuses on improving the setup binaries used for feature updates in both Windows 11 and Windows Server 2025.

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Paolo Maffezzoli posted an update: Microsoft introduces TypeScript 5.8: Explore the latest […]

4sysops

Microsoft introduces TypeScript 5.8: Explore the latest features and enhancements – Neowin Microsoft has launched TypeScript 5.8, which is a programming language built on JavaScript. Installation is easy via NuGet or npm using the command: npm install -D typescript. Users of Visual Studio or VS Code have essentially been writing TypeScript while coding in JavaScript, enabling enhanced features like auto-completion and code refactoring.

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Paolo Maffezzoli posted an update: DeepSeek claims theoretical profit margins of 545% | […]

4sysops

DeepSeek claims theoretical profit margins of 545% | TechCrunch Chinese AI startup DeepSeek claims its AI models could yield significant profits, with a stated profit margin of 545%, based on theoretical income calculations. The company elaborated on this in a GitHub post discussing its strategy for improving model efficiency. It indicated that if its usage over a day had been billed at full price, it could have generated $562,027 in revenue against GPU costs of $87,072.

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Paolo Maffezzoli posted an update: Microsoft maintains Intel 8th 9th 10th Gen CPUs aren't […]

4sysops

Microsoft maintains Intel 8th 9th 10th Gen CPUs aren’t unsupported, confirming requirements – Neowin Microsoft recently published an updated list of supported processors for Windows 11 24H2, primarily intended for OEMs and ODMs but useful for users seeking compatible CPUs. The update included the AMD Ryzen 8000 series but excluded several Intel SKUs that met the minimum requirements, specifically 8th, 9th, and 10th generation Intel processors.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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Surender Kumar posted an update: GitLab Introduces Advanced Vulnerability Tracking to Tackle […]

4sysops

GitLab Introduces Advanced Vulnerability Tracking to Tackle Code Volatility and Double Reporting – InfoQ GitLab has launched a feature to address challenges in vulnerability management, specifically code volatility and double reporting. Code volatility is the issue of previously resolved vulnerabilities re-emerging due to frequent code changes, while double reporting occurs when multiple tools flag the same vulnerability.

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Paolo Maffezzoli posted an update: Microsoft Edge Dev gets improved tab grouping and various […]

4sysops

Microsoft Edge Dev gets improved tab grouping and various fixes – Neowin Microsoft has introduced a feature update for Edge Insiders within the Dev Channel, specifically version 135.0.3154.3. This update includes several fixes aimed at resolving browser crashes, enhancing existing features, and introducing new functionalities, such as the display of the active tab within collapsed tab groups.

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Surender Kumar posted an update: Apple announces new features to help protect children, […]

4sysops

Apple announces new features to help protect children, including a revamped age rating system for the App Store Apple has announced several new tools and features aimed at enhancing parental control and child protection online. A significant update is the overhaul of the App Stores age rating system, which will now have five distinct categories for age appropriateness.

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Surender Kumar posted an update: Apple is on a mission to develop more of its silicon […]

4sysops

Apple is on a mission to develop more of its silicon in-house: Here’s whats next – 9to5Mac In 2020, Apple began transitioning its Mac lineup to Apple Silicon, successfully replacing Intel processors with faster and more efficient chips in under three years. Now, the company aims to replace Qualcomm by introducing its C1 modem with the iPhone 16e, marking the initial phase of a broader strategy to manage all networking in-house.

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A Tale of Two Case Studies: Using LLMs in Production

Speaker: Tony Karrer, Ryan Barker, Grant Wiles, Zach Asman, & Mark Pace

Join our exclusive webinar with top industry visionaries, where we'll explore the latest innovations in Artificial Intelligence and the incredible potential of LLMs. We'll walk through two compelling case studies that showcase how AI is reimagining industries and revolutionizing the way we interact with technology. Some takeaways include: How to test and evaluate results 📊 Why confidence scoring matters 🔐 How to assess cost and quality 🤖 Cross-platform cost vs. quality tr