Fri.Feb 28, 2025

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Docker Engine v28: Hardening Container Networking by Default

Docker Blog

Docker simplifies containerization by removing runtime complexity and making app development seamless. With Docker Engine v28 , were taking another step forward in security by ensuring containers arent unintentionally accessible from local networks. This update isnt about fixing a single vulnerability its about security hardening so your containers stay safe.

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ODATA to energise Mexico data centre campus

DCNN Magazine

ODATA , an Aligned Data Centers company and a specialist in Latin American data centre construction and operations, has announced the energisation and expansion of critical substation and transmission infrastructure near its DC QR03 data centre campus, solving the data centre energy scarcity in Quertaro, Mexico. This establishes ODATA as the main provider in the country with the robust infrastructure required to support large and hyperscale cloud computing and AI deployments.

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FHRP Cisco Reading

Network Engineering

I'm currently going over reading material for First Hop Redundancy Protocols Hot Standby Virtual Router Redundancy I don't recall any of this being in CCNA, did I miss this or is it newly covered in CCNP Enterprise?

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Legrand introduces new Universal Input for data centres

DCNN Magazine

Legrand , a global specialist in electrical and digital building infrastructures, has announced its latest innovation supporting greater scalability and flexibility in its next-generation intelligent rack PDUs with a new optional Universal Input that accepts interchangeable input power cords. The company believes that this cutting-edge feature is set to transform how data centres manage power requirements with the PRO4X and PX4 PDU models (sold under Legrand brands, Server Technology and Raritan

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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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HIMSS 2025 Know Before You Go

Cisco Wireless

Its that time of year again! Next week is HIMSS 2025 and we are excited to showcase how we are connecting and protecting healthcare organizations in the AI era. Cisco uniquely powers how people and technology work together across the physical and digital worlds in healthcare.

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How to Implement Online Feedback for Dynamic Resource Allocation? [closed]

Network Engineering

I am working on adding an online feedback mechanism to improve real-time resource allocation in a network slicing setup. The main goal is to adapt dynamically based on actual QoS measurements rather than relying solely on pre-trained models. 1-Does online feedback require real QoS data collected from the same testbed as the original model, or can it be simulated?

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2 Firepower 1120 Firewalls connected to a layer-2 switch

Network Engineering

I am working 2 cisco firepower 1120 firewalls, which are connected to a 5-port layer-2 switch through their "outside"(Ethernet1/1) interfaces, each with an IP address of the form 192.168.1.x with a subnet mask of 255.255.255.0. On that same switch, I have a computer with the same IP format of 192.168.1.x, 255.255.255.0, but no default gateway sepcified.

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HN770: Deploying A Global Network in Minutes With Megaport (Sponsored)

Packet Pushers

In our conversation today with CTO Cameron Daniel of Megaport, we discuss their global WAN architecture, PoPs, use cases, the Megaport Cloud Router, and more. Megaport is our sponsor today. It’s accurate to describe Megaport as providing Network-as-a-Service. Megaport’s automated connectivity solutions enable rapid provisioning of circuits, contrasting sharply with traditional telcos.

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CCNA, CCNP & Firewall Interview Questions 2025: A Complete Networking Guide

NW Kings

As we progress into 2025, the landscape of networking continues to evolve rapidly, with new technologies, protocols, and security measures shaping the way organizations design and manage their networks. For aspiring network professionals, obtaining certifications like Cisco Certified Network Associate (CCNA) and Cisco Certified Network Professional (CCNP) is essential for demonstrating a solid understanding of networking concepts and practices.

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Article: If Architectural Experimentation Is So Great, Why Aren’t You Doing It?

InfoQ Articles

Architectural experimentation sounds like a great idea, yet it does not seem to be used very frequently. In this article, we will explore some of the reasons why teams dont use this powerful tool more often, and what they can do about leveraging that tool for successful outcomes.

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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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Launching Essentials Courses for the Real World

Wahl Network

Hello, innovators! Over the past few months , I’ve been constructing a robust, enterprise-like cloud environment for my company, Wahl Network, to serve as a platform for building, testing, and deploying my applications. Many of these applications are experiments and proofs of concepts used for learning (self-improvement!) and clients (revenue stream!).

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Generative AI ‘reasoning models’ don’t reason, even if it seems they do

R&A

'Reasoning models' such as GPT4-o3 have become a well known member of the Generative AI family. But look inside and while they add a certain depth, at the same time they add nothing at all. Not 'reasoning' anyway. Just another 'level of indirection' when approximating. Sometimes powerful. Always costly.

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Authentication, Authorization, and Accounting For Developers

auth0

AAA (Authentication, Authorization, Accounting) helps developers secure web apps by verifying users, controlling access, and tracking actions.

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Michael Pietroforte posted an update: When AI Becomes Too Smart For […]

4sysops

When AI Becomes Too Smart For Humans… In this video, we explore the implications and challenges that arise when artificial intelligence surpasses human intelligence. What happens when AI becomes too smart for humans to control? Join us as we delve into the potential consequences and ethical dilemmas of advanced AI technologies.

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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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Cluster Linking for Azure Private Link is Now Available in Confluent Cloud

Confluent

Cluster Linking for Azure Private Link lets you securely replicate between clusters in distinct private Azure environmentsfor disaster recovery, migrations, and data sharing.

Cloud 52
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Baki Onur Okutucu wrote a new post: AI-powered Azure Function for querying Azure in natural language

4sysops

In this post, I introduce an AI-powered Azure Function that connects to the Azure OpenAI API. This Function allows you to execute queries in natural language to fetch Azure resource information without requiring a deep knowledge of the Azure Resource Graph Query Language (KQL).

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How Vanguard, Verizon, and Spotify Apply a Product Operating Model at Scale

EA Voices

From Planview Blog Organizations that adopt product-oriented approaches achieve faster delivery, better stability, and higher customer satisfaction. But what does a product operating model look like in practice and at scale? These on-demand sessions from the Project to Product Summit 2024 feature three distinct perspectives that answer this question.

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Surender Kumar posted an update: Microsoft wants you on AES as Windows 11 24H2, Server 2025 […]

4sysops

Microsoft wants you on AES as Windows 11 24H2, Server 2025 ditches ancient DES encryption – Neowin Microsoft has updated its webpages regarding the removal of certain features from Windows client and Windows Server. The Data Encryption Standard (DES) cipher will be removed from Windows 11 24H2 and Windows Server 2025 due to its outdated security.

Server 52
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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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Cisco router in Cloud Deployment: CSR1000v to C8000v upgrade

The Network DNA

Cisco router in Cloud Deployment: CSR1000v to C8000v upgrade Customers would be able to transfer their workloads to a different DC that is virtualized on a hypervisor platform due to the CSR. In that data center, the CSR would then serve as a CPE device. The life of the CSR eventually ends with the introduction and acquisition of SD-WAN and the rapid growth of IOS-XE 17.x.

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Surender Kumar posted an update: RDP: a Double-Edged Sword for IT Teams Essential Yet […]

4sysops

RDP: a Double-Edged Sword for IT Teams Essential Yet Exploitable Remote Desktop Protocol (RDP) enables users to access and control remote computers over a network, facilitating remote work and system management. However, its internet accessibility makes it a target for hackers, necessitating robust security measures. Over half of Kaseya’s small and medium-sized business customers utilize RDP, highlighting its importance despite the associated risks.

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The Pros and Cons of Artificial Intelligence: Exploring the Transformative Potential and Challenges

NW Kings

With the quickly changing digital world, the role of artificial intelligence (AI) is growing increasingly widespread. As this revolutionary technology continues to influence our world, AI’s benefits and drawbacks need to be delved into. From disrupting industries to raising ethical dilemmas, the effects of AI are complex and wide-reaching. In this in-depth blog post, we’ll explore artificial intelligence’s major advantages and disadvantages, giving you a balanced view of this t

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Surender Kumar posted an update: Introducing Face Check with Microsoft Entra VerifiedID | […]

4sysops

Introducing Face Check with Microsoft Entra VerifiedID | Microsoft Community Hub Organizations face increasing threats from account takeover and hiring fraud linked to deepfake technology. Microsoft Entra Verified ID offers a real-time identity verification solution through its Face Check feature, verifying users against government-issued IDs like driver’s licenses and passports.

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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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Generative AI ‘reasoning models’ don’t reason, even if it seems they do

EA Voices

From R&A IT Strategy & Architecture ‘Reasoning models’ such as GPT4-o3 have become a well known member of the Generative AI family. But look inside and while they add a certain depth, at the same time they add nothing at all. Not ‘reasoning’ anyway. Just another ‘level of indirection’ when approximating.

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Surender Kumar posted an update: Whats new in Microsoft 365 Copilot | Feb 2025 | Microsoft […]

4sysops

Whats new in Microsoft 365 Copilot | Feb 2025 | Microsoft Community Hub The February 2025 edition of Microsoft 365 Copilot introduces several new features aimed at enhancing productivity for users and administrators. Admins can now manage Copilot access for business-to-business (B2B) members in multitenant organizations using Teams, enabling or disabling it as needed.

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The Ransomware Payment Ban – Will It Work?

EA Voices

From Architecture & Governance Magazine By Sam Peters Despite the recent news that ransomware payments decreased in 2024, ransomware is a trend that isn’t going anywhere. Unfortunately, attackers are merely adapting their techniques to ensure they remain disruptive and lucrative.

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Surender Kumar posted an update: OpenAI plans to bring Sora's video generator to ChatGPT | […]

4sysops

OpenAI plans to bring Sora’s video generator to ChatGPT | TechCrunch OpenAI plans to integrate its AI video generation tool, Sora, into the ChatGPT app, aiming to broaden its appeal beyond video production studios. Currently, Sora is accessible only through a web app launched in December, which allows users to create short cinematic clips. The integration is intended to enhance user experience, although specific details regarding the timeline and features remain undisclosed.

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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

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Paolo Maffezzoli posted an update: Microsoft confirms it's killing off Skype in May, after 14 […]

4sysops

Microsoft confirms it’s killing off Skype in May, after 14 years Microsoft will discontinue its Skype service in May after 14 years of operation. Users will be encouraged to transition to Teams Free, where their contacts, call logs, and messages will be automatically migrated upon logging in. For those choosing not to switch, they can export their data, including chat history and shared images.

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Michael Pietroforte posted an update: OpenAI's Chief Research Officer on GPT 4.5's Debut, Scaling […]

4sysops

OpenAI’s Chief Research Officer on GPT 4.5’s Debut, Scaling Laws, And Teaching EQ to Models Mark Chen, the chief research officer at OpenAI, discusses the debut of GPT 4.5, the company’s largest model, which is going live today. He speaks about what the new model indicates regarding the AI scaling wall, compares scaling traditional GPT models to reasoning models like OpenAI’s o1, and emphasizes the importance of emotional intelligence (EQ) for AI models today.

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Michael Pietroforte posted an update: Copilot exposes private GitHub pages, some removed by […]

4sysops

Copilot exposes private GitHub pages, some removed by Microsoft – Ars Technica Microsoft’s Copilot AI assistant has been found to expose content from over 20,000 private GitHub repositories, which were initially made public and later switched to private by developers concerned about sensitive information. These repositories are associated with more than 16,000 organizations, including major tech firms like Google and Microsoft.

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Michael Pietroforte posted an update: Code review in GitHub Copilot is now in public preview - […]

4sysops

Code review in GitHub Copilot is now in public preview – GitHub Changelog The GitHub ecosystem provides various resources for developers to explore artificial intelligence (AI) and machine learning (ML), focusing on the benefits of AI code generation and best practices for using technologies such as GitHub Copilot. Developers can learn to enhance their skills, discover insights for building applications, and improve collaboration through tips and tools that aid in their professional growth

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LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost

Speaker: Shreya Rajpal, Co-Founder and CEO at Guardrails AI & Travis Addair, Co-Founder and CTO at Predibase

Large Language Models (LLMs) such as ChatGPT offer unprecedented potential for complex enterprise applications. However, productionizing LLMs comes with a unique set of challenges such as model brittleness, total cost of ownership, data governance and privacy, and the need for consistent, accurate outputs. Putting the right LLMOps process in place today will pay dividends tomorrow, enabling you to leverage the part of AI that constitutes your IP – your data – to build a defensible AI strategy fo