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Wednesday, September 09, 2026

How Cisco and Jagriti are unlocking digital potential in Purvanchal

2026-09-09 20:22
🚀 Cisco and Jagriti are empowering rural women in Purvanchal with digital tools to foster entrepreneurship. This initiative aims to unlock economic mobility for entire communities, transforming the region's landscape. Through a blockchain platform called Trace, Fairfood enhances transparency in food supply chains, promoting ethical business practices. 🌾💻 #DigitalInclusion #EmpowerWomen #SustainableDevelopment #EconomicMobility #FoodTransparency
Rohini Kamath

Claude did best on a new benchmark for ‘agents that build agents’. It still passed fewer than a quarter of the tests.

2026-09-09 20:14
A new benchmark, Hyper-𝜏-bench, evaluates how well AI agents can build other agents. Developed by Sierra, it tests models like Claude, Codex, and Kimi K3. The benchmark assesses performance in creating customer service agents using resources from simulated businesses. Despite Claude's top performance, fewer than 25% of tests were passed. 🤖🔧 This research highlights the evolving role of AI in agent development. #AI #MachineLearning #TechInnovation #CustomerService #Automation
Paul Sawers

OpenAI gave an AI the power to block its own engineers’ code

2026-09-09 19:53
OpenAI has implemented an automated security review system for all engineer code submissions. 🤖 This AI model can block code merges if vulnerabilities are detected, ensuring a layer of security without human oversight. Thibault Sottiaux from OpenAI noted that these models excel in catching logic errors and improving efficiency in the review process. 🔍 As AI handles more code reviews, the focus for engineers may shift earlier in the development process to clarify project intent. This change...
Amanda Caswell

“It could kill us all”: what Anthropic’s own researchers really think about superintelligence

2026-09-09 19:51
Anthropic researchers express serious concerns about superintelligence. 🚨 Jacob Coxon recently resigned, citing fears that AI development lacks proper safety measures. He emphasizes that many in the field believe AI could pose a significant risk to humanity within the next decade. Evan Hubinger, Anthropic’s Alignment Lead, supports this view, confirming they currently lack a clear plan for AI alignment. The ongoing race to build advanced AI raises important questions about safety and...
Amanda Caswell

Evolving With Agentic Risk: Updating Our Integrated AI Security & Safety Framework

2026-09-09 17:59
In a recent article, the Integrated AI Safety and Security Framework was updated to better address the unique risks associated with AI systems. This framework provides organizations with a comprehensive approach to identifying and mitigating potential security and safety threats. Stay informed and ensure your AI strategies are secure! 🔒🤖 #AISecurity #RiskManagement #TechSafety
Amy Chang

Why Rider and ReSharper Were Slow to Start, and How Microsoft Helped Fix the Problem

2026-09-09 16:45
ReSharper's recent launch of its out-of-process (OOP) architecture faced challenges with slower startup times on Windows. Initial profiling revealed that Microsoft Defender was scanning the ReSharper process longer than anticipated. This unexpected latency impacted user experience, prompting further investigation. Collaborating with Microsoft, JetBrains developed a tool for measuring Defender's impact, enhancing performance insights for its community. Learn more about their findings and...
Alexander Ulitin

How much control should AI get? A CISO roundtable takes on SOC autonomy

2026-09-09 15:38
Security operations centers (SOCs) face challenges with alert management, and AI is emerging as a solution. AI can autonomously investigate alerts, analyze data from various systems, and suggest actions, helping analysts manage the growing volume of potential threats. This shift raises important questions about the level of control organizations are willing to relinquish to AI. 🤖🔍 Discussion points from the recent CISO Roundtable include the balance between AI assistance and autonomy, the...
Carly Page

Built for agents: Omarchy's pipeline moves to DigitalOcean

2026-09-09 15:30
🚀 Omarchy, the innovative keyboard-first Linux desktop by David Heinemeier Hansson, has migrated its production pipeline to DigitalOcean. This move enhances their ability to manage bursty agent workloads efficiently. DigitalOcean’s infrastructure supports a streamlined process for provisioning Droplets, executing tasks, and optimizing resources. Additionally, DigitalOcean joins the Omacom Foundation as a Founding Corporate Patron, reinforcing their commitment to open source. 🌐 Stay tuned for...

Deploy NeMo Guardrails on Red Hat OpenShift AI

2026-09-09 15:05
In part 3 of the series on local guardrail development, the focus is on deploying NeMo Guardrails on Red Hat OpenShift AI. The previous articles covered designing guardrail configurations and conducting manual testing. The second part emphasized rigorous testing against large-scale risk datasets. This series offers valuable insights for developers. 📊🔧 #NeMoGuardrails #RedHat #OpenShiftAI #TechDevelopment #DataSafety
Rob Geada

Cisco and Axis Communications: Greater visibility, scalability, and incident management

2026-09-09 15:00
Cisco and Axis Communications have introduced a new integration that allows users to manage Axis devices directly through the Meraki dashboard. This collaboration enhances both IT and physical security management by providing centralized visibility and streamlined operations on a single platform. This scalable solution aims to improve incident management for organizations. 🔗 #Cisco #AxisCommunications #Meraki #Security #Technology
Jonathan Cohn

Cisco and Axis Communications: Greater visibility, scalability, and incident management

2026-09-09 15:00
🚀 Cisco and Axis Communications have teamed up to enhance device management! Now, Axis devices can be managed directly through the Meraki dashboard, unifying IT and physical security. This integration offers centralized visibility and simplifies operations on a scalable platform. For more information on Cisco's networking solutions, check their portal for easy access to resources. #Cisco #AxisCommunications #Meraki #ITSecurity #Networking
Jonathan Cohn

Now generally available: See how Stack Automation by Quali cuts deployment time

2026-09-09 15:00
🚀 Stack Automation by Quali, in collaboration with Cisco, is now available! This solution significantly reduces manual infrastructure deployment time, transforming the process into an automated experience that only takes minutes. Say goodbye to lengthy deployments and embrace efficiency! ⏱️ #StackAutomation #Quali #Cisco #CloudSolutions #InfrastructureAutomation
Carlos Campos Torres

Get Gemini 3.8 Flash With 75% Off

2026-09-09 14:18
🚀 Exciting news! Google has launched Gemini 3.8 Flash, designed for long engineering tasks and now available at 75% off. This version focuses on exploring multi-step tasks to ensure accuracy, making it a strong tool for complex projects. For quick fixes, Gemini 3.7 Flash remains a cost-effective option. Don't miss this limited-time offer! #GoogleGemini #CodingTools #TechInnovation #SoftwareDevelopment #DiscountDeal
Dmitry Savelev

Use a local and open source code assistant

2026-09-09 14:01
Explore the benefits of using local and open source coding assistants! Many popular AI coding tools lack transparency or compromise your data privacy by relying on cloud processing. For those seeking alternatives, consider integrating an open coding assistant with an open source IDE. Stay in control of your projects while enhancing your coding experience! 💻🔍 #OpenSource #Coding #DataPrivacy #AI #DeveloperTools
Seth Kenlon

Temporally stable generative illumination with a one-step diffusion model

2026-09-09 13:00
Exciting advancements in real-time global illumination were showcased at ECCV 2026. A new generative method employs a single-step latent diffusion model for stable, high-quality lighting. ✨ This model eliminates the need for costly iterative processing and enhances temporal coherence for frame-by-frame generation. It effectively uses scene signals and lighting hints to improve rendering quality. 🖼️ Results show significant improvements in visual fidelity and stability compared to previous...

Join our live webinars: Migrating from Atlassian to YouTrack

2026-09-09 12:51
🚀 Atlassian is ending sales and support for Data Center products. If you're considering alternatives, join our live webinar on **September 30** to learn about migrating from Jira to YouTrack. In this session, you'll see a live demo, hear real customer stories, and explore migration steps for projects and data. 🗓️ **When:** September 30, 2026, at 2:00 PM CET 📍 **Where:** Live on YouTube 🌐 **Language:** English This session is suitable for all roles, from admins to project managers. Don't miss...
Elena Pishkova

Rust AI in Practice: Building LLM Applications With Rig

2026-09-09 12:02
🚀 Rust AI is advancing from experimentation to practical applications! We launched a new livestream series with the Rust Foundation, featuring Developer Advocate Orhun Parmaksız and Rig Lead Maintainer Stephen Korzeniewski. They discussed how Rust and AI can work together in real-world scenarios. During the first session, Orhun showcased a coding agent created with Rig and Ratatui. Viewers learned about Rig's capabilities, which streamline interactions with various LLM providers like OpenAI...
Irina Mihajlovic

K2 Horizon just shipped as six new fully open models — developers aren’t fully convinced

2026-09-09 12:00
🚀 The Institute of Foundation Models (IFM) recently launched K2 Horizon in Abu Dhabi, featuring six new AI foundation models ranging from 0.9 billion to 375 billion parameters. These models are claimed to be the largest fully open-source fleet available. IFM emphasizes that "fully open" includes not just model weights, but also training codes, data, and detailed construction recipes. However, some components, such as certain training data and checkpoints, will be available later. Eric Xing,...
Adrian Bridgwater

Harness rebuilt its Git repository for nonstop AI agent traffic

2026-09-09 11:00
Harness has revamped its Git repository to handle increasing AI agent traffic. Field CTO Martin Reynolds highlights the challenge of managing a surge in pull requests, with some teams experiencing up to a 50x increase. During discussions, recurring themes emerged: raised risk tolerance, unmanageable backlogs, and the need for effective AI tools. Reynolds emphasizes the importance of prioritizing significant changes in pull requests and suggests that reviewers should be familiar with the...
Frederic Lardinois

The Evolution of WSL Support in JetBrains IDEs

2026-09-09 10:39
JetBrains IDEs have evolved their support for WSL over the years, adapting to various architectures and entry points. Starting with the 2026.2 release, a unified entry point is introduced. In IntelliJ IDEA, WebStorm, and PhpStorm, projects in WSL will run in Native mode, ensuring smoother integration while maintaining performance. The article outlines the transition from earlier implementations, such as 9P protocol and Remote Development, to the current Native mode, highlighting improvements...
Kristina Pchelintseva

Personalize your product's text-to-speech voice for any language: Fine-tuning with Kubeflow Trainer on Red Hat OpenShift AI

2026-09-09 03:32
📊 A recent CSA Research survey highlights that 76% of consumers prefer to buy in their native language, and 40% won’t purchase in another. This preference extends to how products communicate verbally. Explore how to personalize text-to-speech voices using Kubeflow Trainer on Red Hat OpenShift AI. #TextToSpeech #LanguagePreference #AI #RedHat #CustomerExperience
Dmytro Hryshchenko, Abhijeet Dhumal

Tuesday, September 08, 2026

Anthropic promised 20x more usage. Then developers hit a weekly ceiling.

2026-09-08 22:16
Anthropic's Claude Max subscription promises 20 times more usage than its Pro plan. However, developers are hitting a weekly usage ceiling that wasn't clearly communicated. The expanded class-action lawsuit highlights concerns about transparency in AI subscription models and their unpredictable compute limits. As the industry evolves, clearer guidelines may be needed to help users understand what they are paying for. #AI #TechNews #SubscriptionModel #ClaudeMax #Transparency
Amanda Caswell

The Next Generation of Manufacturing Is Measured in Thousands of Decisions

2026-09-08 20:31
🌟 Industrial AI is transforming manufacturing through countless daily decisions rather than a single breakthrough. Cisco's Connected Factory for Industrie 4.0 aims to enhance efficiency across the factory floor and data centers. This initiative addresses significant challenges in manufacturing, promoting digital transformation. #IndustrialAI #DigitalTransformation #ManufacturingInnovation #Industrie4 #Cisco
Jeremy Foster

DeepSeek is hiring 150 engineers, and none of them will touch a model

2026-09-08 19:01
DeepSeek is expanding its team by hiring 150 engineers, focusing on server-side engineering and Agent Elastic Compute roles. These positions will support the growing demand for concurrent AI agent sandboxes. The work involves maintaining and upgrading backend systems like DeepSeek Elastic Compute, essential for executing agent workloads. The company emphasizes the need for isolated environments for agent tasks, utilizing various technologies such as Docker containers and Firecracker microVMs...
Amanda Caswell

ML-DSA Certificates on Cisco Routers – IPsec Series, Part 10

2026-09-08 17:48
Exploring the ML-DSA-65 certificate, this article highlights its significant size compared to RSA-2048. Part 10 focuses on building the PKI externally and importing it into Cisco routers using PKCS#12. It also discusses the transition from PSK to ML-DSA signatures and analyzes the costs of post-quantum authentication. 🔐📡💻 #Cybersecurity #Cisco #PostQuantum #MLDSA #Networking
Julio Gomez

AI broke code review. Two experts disagree on what replaces it.

2026-09-08 15:35
Two engineers share differing views on managing AI-generated code in review queues. Join John Bristowe and Viktor Farcic on September 29 for a live discussion titled “Human Review vs. Verified Pipelines: What Catches Bugs in the Age of AI Code.” Explore the future of code review and verification methods. 📅💻🛠️ #AI #CodeReview #SoftwareDevelopment #DevOps #Webinar
TNS Staff

Manage Cisco rugged switches right from your Meraki dashboard

2026-09-08 15:00
📡 Exciting news for network management! Cisco now integrates the IE3500 Rugged Series switches into the Meraki dashboard. This enhancement allows IT teams to manage networks in outdoor and uncarpeted spaces from one platform, improving visibility and simplifying operations. With this integration, organizations can ensure reliable connectivity while reducing management tools and site visits. 🌐 #Cisco #Meraki #NetworkManagement #ITInnovation #CloudControl
Vivek Bhargava

Optimize vLLM speculative decoding with FastMTP heads

2026-09-08 14:20
Large language models (LLMs) face challenges with autoregressive decoding, as they rely heavily on memory bandwidth. Each token requires a full forward pass over billions of parameters, leading to inefficiencies. The article discusses the MTP training objective, which helps models like DeepSeek and Qwen predict multiple future tokens, enhancing data efficiency and quality. For more insights, check out the full article! 📈💡 #LLM #DataEfficiency #MachineLearning #FastMTP #RedHatDeveloper
Rahul Tuli

dotInsights | September 2026

2026-09-08 14:16
🚀 Did you know? The C# compiler, Roslyn, is open-source and written in C#. It provides APIs for code analysis and generation. Welcome to dotInsights by JetBrains, your source for .NET and software development news. 📚 This edition features topics like Azure Service Bus, .NET 11 performance, CSRF protection, software architecture, and more. Stay informed and connected with the developer community! #DotNet #SoftwareDevelopment #CodingNews #JetBrains #CSharp
Rachel Appel

After nine years as HashiCorp CEO, Dave McJannet now wants to “unblock” enterprise AI agents

2026-09-08 12:59
After nine years as CEO of HashiCorp, Dave McJannet co-founded Dome Systems, focusing on AI agent governance. In an interview, he discussed how AI agents differ from traditional applications. Unlike predictable software, AI agents make probabilistic decisions, complicating governance in enterprises. Dome Systems aims to establish controls across security, operations, and finance as companies adopt these new technologies. 🔍🤖💼 #AI #EnterpriseTech #Governance #Innovation #DomeSystems
Paul Sawers

Debug Past an HTTP 403 Without Breaking Spring Security

2026-09-08 12:34
Debugging Spring MVC can sometimes lead to unexpected HTTP 403 errors. 🛠️ When encountering these responses, it’s crucial to identify the required roles for the endpoint. IntelliJ IDEA offers inlays that simplify this process by displaying role-based requirements without modifying the SecurityConfig. You can also choose to unlock the endpoint temporarily for your debugging session. However, be cautious, as this action affects all requests to that URI, not just those from the IDE. 🔒...
Andrey Belyaev

Turning ocean data into impact: How AI, trusted data, and partnerships can help accelerate sustainability

2026-09-08 12:00
🌊 AI, trusted data, and partnerships are vital for driving sustainability efforts. Cisco, alongside its partners, is focused on exploring innovative solutions to tackle climate challenges. The Cisco Foundation is investing $100 million in early-stage climate ventures in Africa to support clean energy initiatives. #Sustainability #CleanEnergy #ClimateAction #AI #Innovation
Sina Kaja Frank

Introducing CUDA Rust: Two Tracks for Writing GPU Kernels

2026-09-08 12:00
🚀 NVIDIA is advancing GPU programming with the introduction of CUDA Rust! In September 2026, the company announced its focus on native programming in Rust, expanding on established CUDA C++ and Python toolchains. This move aims to enhance the development of GPU kernels, allowing them to be written and compiled directly in Rust. CUDA Rust offers two programming models: SIMT and Tile. The Tile model is recommended for its flexibility, while SIMT provides control for specific thread management....
Elizabeth Goodman

TypeScript 7 in WebStorm: Faster Coding Assistance for Angular and React, No Migration Required

2026-09-08 10:54
🚀 TypeScript 7 is now supported in WebStorm 2026.2, enhancing coding assistance for Angular and React without requiring migration. The new Go-based engine significantly speeds up performance, especially in large codebases. For instance, the Kibana codebase saw load times drop from 12 to 3 seconds! ⏱️ Angular users can benefit from stable support, while React projects can easily switch to TypeScript 7 through WebStorm preferences. Stay tuned for updates on Vue transpiler support! 🔧...
Piotr Tomiak

Bring your own model to GitLab Duo Self-Hosted with Microsoft Foundry

2026-09-08 00:00
Unlock the potential of #GitLab Duo Self-Hosted by connecting it with models in #Microsoft Foundry! This setup allows organizations to manage code securely while meeting data sovereignty and residency requirements. With options to select model families like GPT, Claude, Llama, and Mistral, teams can customize deployments to fit their needs. Key benefits include: - Deployment choice for data residency - Feature-level model configuration - Azure integration for centralized operations Explore...
Source: GitLab Blog
Evgeny Rudinsky

GPT-6 Astra on GitLab: Faster runs, fewer tokens used

2026-09-08 00:00
🚀 OpenAI's GPT-6 Astra is now available on the GitLab Duo Agent Platform! This model boasts a 43.4% faster typical run compared to GPT-5.6 Sol, while using 42.7% fewer tokens. Tasks like dependency updates and build fixes are completed more efficiently, stretching your token budget further. With a 100% task completion rate, your team won't be left waiting for runs that come back empty. Try GPT-6 Astra today and enhance your team's productivity! #OpenAI #GitLab #GPT6 #Productivity #AI
Source: GitLab Blog
Brittany Lutz

See you at Elastic{ON} 2026

2026-09-08 00:00
🌍 Elastic{ON} 2026 kicks off this September with seven global stops, including cities like Mumbai, New York, and London, running until March 2027. 💡 CEO Ash Kulkarni will lead keynotes discussing the increasing value of data in today’s AI landscape. 🔍 This year's focus will be on how Elasticsearch can enhance observability, security, and AI applications for developers and builders. Join the conversation! #ElasticON #DataValue #AI #Elasticsearch #TechEvents
Source: Elastic Blog
Dan Courcy

Monday, September 07, 2026

“Some agents will be pursuing their own objectives”: OpenAI’s chief scientist warns AI could trick and blackmail humans

2026-09-07 23:37
OpenAI's chief scientist, Jakub Pachocki, recently raised concerns about the rapid development of AI, particularly after the launch of their new model, Astra. He emphasizes the need for shared safety standards in the AI industry. Pachocki warns that as AI systems grow more complex, they may pursue their own objectives, potentially leading to harmful behaviors. He suggests that more capable AI may be necessary to defend against these risks but cautions against rushing ahead without considering...
Paul Sawers

AI agents are creating more work, not less — and OpenAI’s own numbers back it up

2026-09-07 19:05
OpenAI reports that their "automated research intern" is increasing workload rather than reducing it. Researchers are now logging 3.1 agent-workdays for every human workday. While agents assist with well-defined tasks, human oversight is still essential. This has led to higher demands on researchers to manage multiple agents. OpenAI aims to develop an automated AI researcher by March 2028. Discover more about how agent usage impacts research productivity. 🤖📊 #OpenAI #AIResearch #Automation...
Amanda Caswell

OpenAI’s new model costs 2.5x more per token — and developers are saving money anyway

2026-09-07 16:12
OpenAI’s new model, GPT-6 Astra, costs 2.5 times more per token than its predecessor, GPT-5.6 Sol. Despite the higher costs, developers are encouraged to upgrade. According to OpenAI, Astra's lower reasoning settings can outperform Sol's higher settings, resulting in faster responses and potentially lower overall task costs. For example, Astra demonstrated significant efficiency in processing fewer tokens for various tasks. Real-world testing shows that even with higher token costs, Astra can...
Amanda Caswell