Tuesday, December 16, 2025
2025-12-16 23:28
📈 At the KDD AI Conference in August 2025, we introduced our research on "Causal Machine Learning for Promotions." Our study outlines a two-stage framework to enhance promotion effectiveness. First, we assess individual customer responses to various offers, then optimize promotions within practical business limits. Promotions can boost growth but often lead to inefficiencies, as many discounted orders would happen without incentives. Our approach aims to identify true promotional impacts and...
Kun Hu
2025-12-16 23:03
Pathway's research reveals that the transformer architecture has reached its limits. They are developing a new frontier model, the Dragon Hatchling, inspired by the human brain's neuronal dynamics. 🧠 This model focuses on sparse activation, allowing only 5% of neural connections to fire, enhancing efficiency. Current transformer models struggle with sustainability and require extensive training to learn effectively. Learn more about this innovative approach. 🔍 #AI #NeuralNetworks...
Alex Williams
2025-12-16 22:30
🚀 AI prototypes are quickly developed, but reaching production can take months. Organizations face gridlock between speed and trust, risking both security and relevance. 🔍 Today's AI tasks involve complex workflows across multiple environments, increasing vulnerability and governance challenges. 💡 To succeed, companies must adopt systems that match modern AI's complexity, moving beyond outdated processes. #AI #Innovation #TechChallenges #DataScience #DigitalTransformation
David DeSanto
2025-12-16 22:30
🚀 Exciting updates from Lakebase! Since the Public Preview announcement, thousands of Databricks users have engaged with the platform. The latest enhancements include autoscaling, improved branching, and increased reliability. These updates aim to simplify the operational foundation for Data Intelligent Applications. Stay tuned for more news! #Lakebase #Databricks #DataIntelligence #TechUpdates #HolidayNews
2025-12-16 22:00
In a recent discussion, Coder CEO Rob Whiteley highlighted the challenges of AI parallelization by 2026. He likened the current AI landscape to the California Gold Rush, emphasizing that companies providing essential tools will thrive. Whiteley noted that developers are rapidly adopting new AI tools, pressuring platform teams to integrate them. He warned of a growing divide between those who successfully leverage AI and those left behind, stressing the need for investment in AI skill...
Heather Joslyn
2025-12-16 21:30
Figma-to-code tools promise to simplify design-to-code transitions, but they often miss the mark. 🚫 While they can generate visually appealing previews, the underlying code is static and hard to maintain. Styles are hard-coded, and components lack interactivity. This leads to challenges in scalability and reusability. A component-first approach can address these issues by focusing on modular, production-ready components that align with design systems. #Figma #Code #WebDevelopment...
Temitope Oyedele
2025-12-16 21:27
🚀 DigitalOcean has launched a new custom date range billing view for all customers at no extra cost! This feature allows users to filter spending by any date range, providing daily, weekly, and monthly insights into costs by product. It's designed for better budgeting and proactive spend management. Key benefits include detecting anomalies quickly, precise reporting for internal budgets, and enhanced cost transparency. Explore this new tool in your Billing Console! 📊💰 #DigitalOcean...
Nicole Ghalwash
2025-12-16 21:00
The debate over container deployment continues, with purists advocating for bare metal servers for low latency. However, pragmatists highlight the growing performance of virtual machines (VMs) that now match bare metal capabilities. VMs offer significant advantages in manageability, security, and operational efficiency. Many enterprises have successfully run mission-critical applications on VMs for years, benefiting from faster deployment and lower overhead. As virtualization technology...
Deepak Goel
2025-12-16 21:00
🚀 Machine learning engineers face challenges with long-context inference in LLMs due to rising computation costs. The article introduces Skip Softmax, a technique that accelerates inference without retraining. It offers up to 1.4x faster time-to-first-token and time-per-output-token. Learn how to implement Skip Softmax in NVIDIA TensorRT-LLM for improved performance. #MachineLearning #NVIDIA #AI #TensorRT #Inference
Laikh Tewari
2025-12-16 20:00
Ever experienced that flow state in coding where everything clicks? This article explores "vibe coding," a state where intuition drives development, but warns of its pitfalls. When that flow falters, debugging our mindset becomes crucial. Cognitive biases can cloud our judgment, leading to errors that feel personal. Finding a balance between intuition and structure is key for sustainable success. 🎵💻 #Coding #Development #Debugging #TechMindset #VibeCoding
Alexander T. Williams
2025-12-16 20:00
🚀 We are thrilled to announce the winners of the inaugural Databricks Free Edition Hackathon! Participants showcased their innovative solutions using Databricks, demonstrating impressive skills and creativity. The event highlighted the power of collaboration and the potential of data analytics. Congratulations to all the winners! 🏆✨ #Databricks #Hackathon #DataAnalytics #Innovation #Winners
2025-12-16 19:49
🚀 Cisco has launched the Cisco 360 Partner Program, aiming to support small and mid-sized partners like integrators and MSPs. This program replaces old volume-based incentives with a value-driven model focused on capabilities, engagement, and managed services maturity. It offers opportunities to enhance profitability through Meraki certifications, Customer Success tiers, and the Partner Value Index. Learn how you can leverage these tools for growth and a successful business model! 💼📈...
Andrew Sage
2025-12-16 19:00
In the AI landscape, speed is crucial. Teams that succeed are those that rapidly move ideas to production. However, many engineers spend too much time managing complex data infrastructures rather than building AI features. 🛠️ A reliable and stable database is key to reducing maintenance and maximizing innovation. When infrastructure demands less attention, developers can focus on creating products. Postgres exemplifies this ‘boring’ yet dependable approach, enabling teams to work efficiently...
Craig Kerstiens
2025-12-16 18:26
🎉 Celebrating 10 years of DataGrip! On December 16, 2016, the first version of DataGrip was released, marking a significant milestone in database IDE development. Originally codenamed 0xdbe, the tool has evolved considerably since then. To celebrate, the team shared 10 hidden features of DataGrip that many may not know about, including word completion from open files and a Recent Locations feature for quick access to edits. Thank you to our users for your support throughout the years!...
Maksim Sobolevskiy
2025-12-16 18:00
📘 Discover insights from "Running Virtual Machines on Kubernetes" by Janakiram MSV! The excerpt discusses essential planning for KubeVirt, focusing on storage, network, and security. It emphasizes the importance of leveraging Kubernetes-native storage for VM management through Persistent Volume Claims (PVCs) and the use of StorageClass objects. Networking is covered as well, highlighting the default NAT access and the role of Multus for complex network scenarios. Lastly, security frameworks...
Janakiram MSV
2025-12-16 18:00
Unlocking the potential of quantum computing is challenging as QPUs advance. 🔍 The latest cuQuantum SDK v25.11 introduces tools for Pauli propagation and stabilizer simulations, enhancing the simulation of large-scale quantum circuits. This update allows for efficient estimation of observables, crucial for applications like VQE. Explore how GPU-accelerated methods can support your quantum research! 💻✨ #QuantumComputing #cuQuantum #AI #Simulation #NVIDIA
Tom Lubowe
2025-12-16 17:49
🚀 Exciting news for developers! HubSpot has launched new testing utilities for the UI Extensions SDK. This framework addresses the challenges of automated testing in a sandboxed environment, offering a custom test renderer that simplifies the process. 🌟 TypeScript users will enjoy full type safety, enhancing the development experience with quick error detection and autocomplete features. Get started by installing the @hubspot/ui-extensions package and consider using Vitest for optimal...
Patrick Steele-Idem
2025-12-16 17:30
Open source software (OSS) can feel like a constant race for developers, with projects evolving rapidly. However, not all OSS needs to be in a perpetual sprint. Some projects reach a "done" stage, where core functionalities are stable and user satisfaction is high. This allows developers to step back and maintain them with minimal effort. For instance, Ingress-nginx has been a reliable tool for Kubernetes, yet it had limited maintainers. As projects transition to this "done" phase, ensuring...
Dan Lorenc
2025-12-16 17:30
In 2025, significant advancements were made in NVIDIA technologies, impacting AI development. Key areas of progress included data center power, compute design, and AI infrastructure. Innovations in model optimization and open models contributed to the evolution of AI agents and physical AI, enhancing the deployment of intelligent systems. These developments are reshaping how AI is integrated into everyday life. 🤖💻 #AIAdvancements #NVIDIA #TechInnovation #MachineLearning #FutureTech
Michelle Horton
2025-12-16 17:28
🚀 Cisco has unveiled its Integrated AI Security and Safety Framework, addressing the growing need for robust AI security measures. Despite rapid AI adoption, only 29% of companies feel prepared to defend against AI threats, according to Cisco's 2025 AI Readiness Index. This new framework aims to provide a comprehensive approach to AI risks, integrating various insights to help organizations understand and mitigate these challenges. #AI #Cybersecurity #Cisco #AISecurity #Innovation
Amy Chang
2025-12-16 17:00
Exploring the future of Large Language Models (LLMs), the article highlights key areas for improvement, including energy efficiency and addressing hallucinations. LLM providers face challenges in balancing size and training effectiveness while managing costs. The ongoing investment in AI suggests LLMs will remain relevant, despite debates on their long-term viability. Innovative approaches like knowledge graphs and Retrieval-Augmented Generation (RAG) may help mitigate issues. Regulatory...
David Eastman
2025-12-16 17:00
NVIDIA CUDA developers can enhance GPU memory performance without code changes using Multi-Process Service (MPS). This tool allows better GPU resource sharing across processes, improving utilization seamlessly. 🖥️ The new Memory Locality Optimized Partition (MLOPart) feature offers optimized devices that cater to latency-sensitive applications, enabling developers to test performance easily. 🔍 MLOPart devices appear as distinct CUDA devices, allowing efficient resource management. They...
Sherwin Nassernia
2025-12-16 16:21
🌟 Meet Cisco at NRF 2026! Join us in New York City from January 11-13, 2026, for Retail’s Big Show. This year's theme, "Welcome to the next now," highlights the transformative changes in retail powered by Cisco technology. Learn how we’re helping retailers enhance their operations through AI-ready infrastructure. Our booth will feature Cisco Store technology and insightful theater sessions. Don’t miss this opportunity to see how we’re shaping the future of retail! #NRF2026 #Cisco...
Bryan Bedford
2025-12-16 16:10
🚀 Kotlin 2.3.0 has been released! This version introduces new language features, stable defaults, and improved tooling, alongside performance enhancements across various platforms. Key updates include better Java 25 support, faster build times for Kotlin/Native, and new features in Kotlin/JS. For installation, update your build scripts or download the command-line compiler from GitHub. Stay informed about Kotlin updates! #Kotlin #Programming #SoftwareDevelopment #TechUpdate #Kotlin2.3
Alejandra Pedroza Marchena
2025-12-16 16:00
In the early days of web design, centering elements was straightforward with the `<center>` tag. However, with HTML 4.0, it was deprecated for architectural reasons, leaving developers seeking alternatives. This shift led to confusion as new layout elements didn't address the centering issue. The introduction of CSS Grid and Flexbox eventually simplified this process, but many legacy sites still rely on outdated methods for centering. Understanding the `<div>` tag is crucial, as it defines...
Joab Jackson
2025-12-16 15:55
🚀 Palantir and L3Harris are collaborating to enhance America's defense capabilities through AI-driven production. Since 2023, their partnership has focused on rebuilding the defense industrial base to ensure rapid reindustrialization. Key initiatives include AI-powered tools like MRPSpeed for efficient production of night vision goggles and AI-enabled supply chain resilience. These innovations aim to optimize operations and decision-making at all levels. Their joint efforts extend to...
Palantir
2025-12-16 15:03
🔒 Securing CI/CD workflows is essential in cloud-native environments. This article discusses how to protect credentials and enforce compliance using Tekton Pipelines on Red Hat OpenShift on IBM Cloud. Key highlights include managing Kubernetes Secrets, integrating IBM Cloud Key Protect, and utilizing Tekton Chains for integrity. Effective security measures ensure secrets are injected only when needed, images are scanned, and unsafe deployments are blocked. Learn more about building a trusted...
Antonio Biondillo
2025-12-16 15:00
🚀 Are you a platform engineer or engineering leader? It's time to assess your development pipeline. Many teams treat frontend and database changes with modern tools, but backend services often face bottlenecks. When backend engineers push code, they hit a wall: merging to validate leads to delays and confusion. The solution? Service branching. This approach aims to create isolated environments for each git branch, improving testing and deployment speed. #Microservices #DevOps...
Arjun Iyer
2025-12-16 15:00
🔒 The Vault Secrets Operator (VSO) enhances secrets management in Kubernetes by syncing HashiCorp Vault secrets directly into Kubernetes Secret objects. However, the default method stores these secrets unencrypted in etcd, raising security concerns. With Vault Enterprise's protected secrets model, secrets are delivered into pods without being stored in etcd. This method uses a CSI driver to mount secrets dynamically at runtime, ensuring they are only available within the pod and removed when...
Isabela Palanca Aureus
2025-12-16 14:00
Chainguard has launched EmeritOSS to support aging open source software (OSS) projects. This model aims to provide a stable environment for mature projects needing maintenance. 🌐 Many OSS projects become security risks when maintainers step away. The xz-utils incident highlights the potential dangers of inadequate transitions. Kaniko is part of this initiative, addressing customer needs after Google announced its archiving in 2025. 🔧 #OpenSource #SoftwareDevelopment #Security #Chainguard...
Darryl K. Taft
2025-12-16 14:00
🚀 Voice AI is the future of conversational technology, but its complexity can be daunting. This article discusses how Docker simplifies the deployment of voice AI applications. 🔍 By utilizing open-source technologies, developers can create custom voice AI agents that operate on personal devices. Docker containers provide a reliable environment for building and scaling these applications. 💡 The EchoKit platform is highlighted as a practical example, featuring a server-client setup that enables...
Jennifer Kohl
2025-12-16 14:00
Uber leverages OpenSearch™ to enhance its streaming data indexing through a pull-based ingestion framework. This architecture allows for efficient search capabilities and highlights Uber's contributions to the OpenSearch project. Learn how these innovations are transforming data management at Uber. 📊🔍 #Uber #OpenSearch #DataIngestion #TechInnovation #StreamingData
2025-12-16 14:00
🚀 2025 was a significant year for Stack Internal! Your 2025 Stacked is now available, showcasing the collective achievements of your community. This summary highlights key contributions, including top contributors and popular posts that shaped your year. From engaging questions to impactful articles, see how knowledge sharing drove your organization forward. Explore this year's highlights and celebrate your team's efforts! 🌟📈 #StackInternal #KnowledgeSharing #CommunityImpact #YearInReview...
Carrie Koos
2025-12-16 13:00
🌏 As 2025 wraps up, the APJC region stands out in AI adoption and cybersecurity challenges. Cisco reports a surge in ransomware targeting Japan with incidents increasing by 1.4 times this year. Despite risks, 23% of employees utilized public GenAI tools, highlighting the rapid shift to AI in workplaces. Key themes for Cisco include: 🔐 Built-in security 📈 Simplicity at scale 🤖 AI-led threat detection Collaborations with institutions like the University of Queensland and innovations like Cisco...
Huey Ong
2025-12-16 13:00
🚀 Cisco Duo has achieved a significant milestone with the launch of Cisco Identity Intelligence, the first product powered by its own AI model, Foundation-sec-1.1-8B-Instruct. This innovation enhances identity security by offering real-time insights into user behavior, helping organizations detect risks related to access and devices. 📰 The platform provides a weekly email digest to over 2,000 customers, summarizing critical identity events and trends, enabling quick responses to potential...
Yaron Singer
2025-12-16 13:00
🚴♀️ Reflecting on a meaningful milestone, David Drummond shares how teaching his daughter to ride a bike without training wheels parallels lessons in leadership. During Cisco’s annual shutdown, he emphasizes the importance of perseverance, learning from failures, and embracing challenges—essential qualities for personal and professional growth. How do you approach adversity? #Leadership #PersonalGrowth #Cisco #Resilience #LearningJourney
David Drummond
2025-12-16 13:00
The 2025 Cisco Segmentation Report highlights key challenges in segmentation implementations. Complexity, visibility, and context are the main issues organizations face, leading to a high failure rate in segmentation projects. A significant 94% of organizations report facing challenges, with 87% acknowledging the need for improvement in their segmentation processes. Understanding these hurdles can help ease the transition to effective segmentation. 📊🔍 #NetworkSecurity #Segmentation...
Aamer Akhter
2025-12-16 13:00
AI was a major focus in 2025, alongside key issues like licensing, security, and shifts in the commercial open-source model. Open source AI gained traction, with projects like Common Corpus providing alternatives to proprietary models. The debate on what qualifies as open source continues, but the foundation remains strong. Significant developments include the Model Context Protocol (MCP), which enhances agent communication and integration, further supported by Google's recent donation to the...
Steven J. Vaughan-Nichols
2025-12-16 13:00
Cline, the open-source coding agent for developers, now operates on the Vercel AI Gateway. With over 1 million developers and 4 million installations, Cline integrates AI into the development environment, emphasizing openness and transparency. To support this mission, the team chose infrastructure that is fast, reliable, and based on open standards. 🌐💻✨ #Cline #OpenSource #AICoding #VercelAI #DeveloperTools
Dan Fein
2025-12-16 13:00
🚀 New Feature Alert! You can now export your Observability query results as CSV or JSON files. This makes it easier to analyze and share your Vercel data outside the dashboard. Simply click the download icon on any query to get started. This feature is available for all teams using Observability Plus. #Vercel #DataExport #Observability #TechUpdates
Damien Simonin Feugas