Mon.Apr 07, 2025

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Next Gen Broadcast Begins Here: Cisco and Lawo Modernize IP-based Media

Cisco Wireless

Broadcasters using IP media benefit from flexible infrastructure and seamless interoperability. Cisco and Lawo's collaboration enhances media networks with robust IP solutions, supporting modern media demands and scalability.

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Stage 3 on a journey to the Self-Driving Network™: recommendations

Juniper

Official Juniper Networks Blogs Stage 3 on a journey to the Self-Driving Network: recommendations On our journey to the Self-Driving Network , weve established the foundation, with data science and customer support working together to identify the right data ( Stage 1: Data ), and then sending that data to the cloud to provide network insights ( Stage 2: Insights ).

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An Introduction to MCP and Authorization

auth0

Discover the Model Context Protocol (MCP) and its authorization mechanisms. Learn how to use API keys, OAuth 2.1 implementation, and best practices for secure LLM API connections.

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Surender Kumar posted an update: Cloudflare Workflows is now GA: production-ready durable […]

4sysops

Cloudflare Workflows is now GA: production-ready durable execution Cloudflare has launched Workflows as Generally Available (GA), indicating that it is production-ready. Workflows is a durable execution engine that helps build resilient, multi-step applications, allowing long-running processes to be effectively managed. It features a step-based architecture where each step can automatically retry after failures, ensuring that applications can continue from the last successful step without needin

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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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The Future of SASE: Simplifying IT and Securing the Future 

CATO Networks

SASE emerged to address the challenges of digital transformation, providing the means to connect and secure enterprise resources sites, remote users, and cloud resources — through a single, global network and security stack. The next phase of SASE will extend both its capabilities ( what it delivers) and its delivery model ( how it operates).

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Building Intelligence Platform: From Ingest to Real-Time Insights

PubNub

From ingest to insightbuild scalable, real-time intelligence platforms for OSINT, SIGINT & more. Architect like a pro.

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More Trending

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Michael Pietroforte posted an update: The major issue is that Llama is likely primarily trained on […]

4sysops

The major issue is that Llama is likely primarily trained on unreliable social media data, which heightens the chance of hallucinations. Additionally, it is ingrained in the DNA of every social media company that opinion outweighs facts, which is reflected in the model. DeepSeek is currently the only available choice if you’re looking for open-source options.

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Databricks Bengaluru: Scaling Innovation and Building the Future of Data & AI

databricks

At Databricks, we help our customers solve their problems by leveraging data and AI.

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Michael Pietroforte posted an update: This is a hilarious interview led by an AI, where Bill Gates […]

4sysops

This is a hilarious interview led by an AI, where Bill Gates amusingly appears to respond directly to the AI rather than addressing the audience. Microsoft Copilot reunites Bill Gates, Steve Ballmer, and Satya Nadella A Copilot moderated conversation between Bill Gates, Steve Ballmer, and Satya Nadella on Microsofts 50th anniversary.

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From customer to author: The guy with the CockroachDB tattoo

Cockroach Labs

Today, two CockroachDB tattoos, one RoachFest London MC gig, dozens of webinars and events, and 116 YouTube videos (and counting) later, Rob Reid is proud to have his name on CockroachDB: The Definitive Guide, 2nd Edition (OReilly Media, 2025), which we are launching today!

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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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Sponsor posted an update: Overdue a password health-check? Audit your AD with […]

4sysops

Overdue a password health-check? Audit your AD with Specops Password Auditor Get a free, read-only audit tool to scan your Active Directory for password vulnerabilities and receive an easy-to-understand interactive report – your first step to stronger password security! Start my free audit!

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Empowering Tanzanian Youth: Bridging the Digital Divide with African Child Projects

Cisco Wireless

In today's rapidly evolving technology landscape, digital literacy and internet access are critical for sustainable development. African Child Projects, a youth-led NGO in Tanzania, is at the forefront of bridging the digital divide and empowering communities through technology, education, research, and policy development.

Education 305
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STT GDC India launches AI-ready campus in Kolkata, India

DCNN Magazine

ST Telemedia Global Data Centres (India) (STT GDC India) is set to revolutionise the data centre landscape in Eastern India with the launch of its state-of-the-art AI-ready campus in New Town, Kolkata, India. Spanning 5.59 acres, this next-generation campus is engineered to support the growing demands of AI computing with high-density rack configurations, advanced cooling systems, and a scalable, modular design.

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Cloudflare acquires Outerbase to expand database and agent developer experience capabilities

CloudFaire

Im thrilled to share that Cloudflare has acquired Outerbase. This is such an amazing opportunity for us, and I want to explain how we got here, what weve built so far, and why we are so excited about becoming part of the Cloudflare team. Databases are key to building almost any production application: you need to persist state for your users (or agents), be able to query it from a number of different clients, and you want it to be fast.

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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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Raxio lands $100m to expand sub-Saharan African data centres

DCNN Magazine

Raxio Group has signed an agreement for $100 million in financing from the International Finance Corporation (IFC) to accelerate Raxios expansion of data centres to power key technologies like AI, cloud computing and digital financial services critical enablers of African economic growth and digital inclusion. The debt funding from IFC will help Raxio double its deployment of high-quality colocation data centres within three years, addressing growing demand in underserved markets across the con

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I can't get the correct answer from the Cisco IE-3300-8T2S 17.9.5c

Network Engineering

I send a request to Cisco 3300 via MIB Browser. Request for the state of the external alarm contact. 1.3.6.1.4.1.9.9.138.2.0.1 (ceAlarmAsserted). In response, the switch sends Value (NoSuchObject): (Snmp No Such Object). Why? If the external contact is broken, then MIB Monitor records the correct message (ceAlarmAsserted). Tell me which OID can I use to request the state of the output via the snmp protocol?

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Introducing AutoRAG: fully managed Retrieval-Augmented Generation on Cloudflare

CloudFaire

Today were excited to announce AutoRAG in open beta, a fully managed Retrieval-Augmented Generation (RAG) pipeline powered by Cloudflare, designed to simplify how developers integrate context-aware AI into their applications. RAG is a method that improves the accuracy of AI responses by retrieving information from your own data, and providing it to the large language model (LLM) to generate more grounded responses.

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Tech Bytes: An Inside Look at the Wireshark Foundation (Sponsored)

Packet Pushers

Today on the Tech Bytes podcast we get a look at the inner workings of the Wireshark Foundation. Many already know what wire Wireshark is and can do for you. Its a free, open-source, and widely used tool for packet and protocol analysis. But what does it take to keep Wireshark running, to update software. Read more » Today on the Tech Bytes podcast we get a look at the inner workings of the Wireshark Foundation.

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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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Piecing together the Agent puzzle: MCP, authentication & authorization, and Durable Objects free tier

CloudFaire

Its not a secret that at Cloudflare we are bullish on the future of agents. Were excited about a future where AI can not only co-pilot alongside us, but where we can actually start to delegate entire tasks to AI. While it hasnt been too long since we first announced our Agents SDK to make it easier for developers to build agents, building towards an agentic future requires continuous delivery towards this goal.

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DAOS: Nextgen Open Storage Platform

vInfrastructure Blog

Reading Time: 2 minutes DistributedAsynchronousObjectStorage (DAOS) isan Open Source software-defined high-performance scalable storage system that has redefined performance for a wide spectrum of AI and HPC workloads. DAOS is unique by its design and is the result of 12 years of R&D between 2012 and 2024. The baseline DAOS interface is a high-performance scalable key-value-array store supported by the libdaos library over which many data models (e.g.

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Cloudflare Workflows is now GA: production-ready durable execution

CloudFaire

Betas are useful for feedback and iteration, but at the end of the day, not everyone is willing to be a guinea pig or can tolerate the occasional sharp edge that comes along with beta software. Sometimes you need that big, shiny Generally Available label (or blog post), and now its Workflows turn. Workflows , our serverless durable execution engine that allows you to build long-running, multi-step applications (some call them step functions) on Workers, is now GA.

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Article: Bridging Modalities: Multimodal RAG for Advanced Information Retrieval

InfoQ Articles

In this article, authors discuss how multi-model retrieval augmented generation (RAG) techniques can enhance AI by integrating multiple modalities like text, images, and audio for deeper contextual understanding, with help of a practical example of a healthcare application.

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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: Microsoft: Support for Windows WSUS driver sync via Update […]

4sysops

Microsoft: Support for Windows WSUS driver sync via Update Catalog won’t stop this month – Neowin Microsoft has decided to continue supporting driver synchronization via Windows Server Update Services (WSUS) after initially planning to end this support in April 2025. This change comes in response to user feedback highlighting the importance of the feature, especially in scenarios involving disconnected devices.

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Apollo Review: Connecting with Your Ideal B2B Customers

Geek Flare

What is Apollo? Apollo is a B2B sales intelligence and engagement platform that helps businesses find, connect with, and convert prospects. It offers an extensive database of verified contacts, AI-driven insights, and automation tools designed to streamline lead generation, outreach, and deal management. Apollo.io was founded in 2015 and is headquartered in San Francisco, California. […] The post Apollo Review: Connecting with Your Ideal B2B Customers appeared first on Geekflare.

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Surender Kumar posted an update: Amazon says its AI video model can now generate minutes-long […]

4sysops

Amazon says its AI video model can now generate minutes-long clips | TechCrunch Amazon has enhanced its AI video model, Nova Reel, allowing the generation of videos up to two minutes long. This version, known as Nova Reel 1.1, competes with similar offerings from other tech giants such as OpenAI and Google. The model can create multi-shot videos with a consistent style, enabling users to input prompts of up to 4,000 characters for video creation, which consists of six-second segments.

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Top 5 SDWAN Vendors in 2025 Q1

The Network DNA

Top 5 SDWAN Vendors in 2025 Q1 Within the rapidly evolving field of networking technology, SDWAN has become a revolutionary approach for enterprises seeking to optimize and safeguard their network infrastructure. Looking ahead to 2025, it is evident that the SDWAN vendor environment is changing quickly. We'll look at the top 5 SDWAN providers that will be leading the way in 2025 and how they will be influencing networking going forward.

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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 delays WSUS driver sync deprecation […]

4sysops

Microsoft delays WSUS driver sync deprecation indefinitely Microsoft has decided to indefinitely delay the removal of driver synchronization in Windows Server Update Services (WSUS) due to customer feedback. Initially planned for deprecation on April 18, 2025, this decision reflects the companys responsiveness to concerns from users, particularly regarding scenarios involving disconnected devices.

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AWS Cloud Pros and Cons: Your Straight-Talk Guide to Nailing the Cloud

The Network DNA

AWS Cloud Pros and Cons: Your Straight-Talk Guide to Nailing the Cloud Hey, you! Yeah, youthe one thinking about jumping into the cloud or already wading through it. Chances are, Amazon Web Services (AWS) is on your mind. How could it not be? AWS is the giant in the room, running the show for everyone from tiny startups to sprawling corporations, government offices, and even schools.

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Paolo Maffezzoli posted an update: Meta launches Llama 4 with three new AI models: Scout, […]

4sysops

Meta launches Llama 4 with three new AI models: Scout, Maverick, and Behemoth – gHacks Tech News Meta has introduced Llama 4, featuring three new AI models: Scout, Maverick, and Behemoth. These models aim to enhance Meta’s capabilities in the AI sector, developed to process extensive data sets and trained on various formats, including text, images, and audio.

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How AI Testing Tools Simplify Test Creation and Maintenance for Developers

The Network DNA

How AI Testing Tools Simplify Test Creation and Maintenance for Developers The role of artificial intelligence in test automation has changed how developers approach software quality assurance. They automate repetitive tasks and adapt to software changes, which reduces the effort needed to create and maintain tests. These advancements lower human error and boost efficiency, allowing developers to focus more on innovation.

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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