Cloudride

We’re still hyped about AWS re:Invent in Vegas. It’s going to take a while to “land” and absorb the sheer volume of innovations announced in just the past week alone. One that really grabbed our attention was the launch of Reinforcement Fine-Tuning (RFT) on Amazon Bedrock! 🚀 This feature aims to democratize advanced model training, making it accessible to all developers without requiring deep ML expertise or massive, high-quality labeled datasets. 🔑Key Takeaways on RFT: ✨ Launch Model & Future Support: RFT is available starting with the Nova Light 2 model, with support for additional models coming soon. 📉 Solving Supervised Fine-Tuning (SFT) Limitations: Traditional SFT is data-hungry, rigid, and prone to model drift. RFT overcomes this by allowing models to continuously learn from feedback. 💡 Minimal Data & ML Expertise Needed: Achieve production-quality models with a very small set of examples and minimal ML expertise, as RFT automates complex exploration and learning. 💻 Defining "Good" with Lambda: You can easily define your custom reward function–what makes a good output–using templates or highly customizable Lambda functions for verifiable, domain-specific rewards. 💸 Ease of Deployment & Cost: Fine-tuned RFT models are deployed using on-demand inference (pay-as-you-go, token-based pricing), which is charged at the same low rate as the base model inference. 🎯 Bottom Line AWS is making advanced, preference-aligned LLM customization–previously the domain of ML scientists–a streamlined, accessible, and cost-efficient process for developers on Bedrock. This significantly lowers the barrier to creating highly accurate, domain-specific, and consistently performing GenAI applications. Want to dive into the technical details and see the demo? Watch the full video from re:Invent: https://lnkd.in/dTfP2eT9 Uri Teva☁ Danny Lev-Ran

Big day for AI at AWS 🚀 On Dec 2, AWS unveiled Nova 2 models and next‑gen UltraServers that push reasoning, agentic AI, and large‑scale training/inference forward. 🧠 Nova 2 Lite – Fast, cost‑effective reasoning in Bedrock for daily workloads (instruction, math, code, multimodal). – Tunable “thinking” budgets, 1M‑token context, multimodal inputs, web grounding, code interpreter, and customization via Bedrock/SageMaker. 🧠 Nova 2 Pro (Preview) – Most capable Nova for complex, multistep, agentic tasks (multi‑doc, video reasoning, large migrations). – Available in Bedrock with cross‑region inference and early access via Nova Forge. 🎛️ EC2 P6e‑GB300 UltraServers (NVIDIA GB300 NVL72) – Now GA with ~1.5× GPU memory and ~1.5× FP4 compute vs. P6e‑GB200. – Built for higher‑context inference and advanced reasoning/agentic techniques. ⚡ EC2 Trn3 UltraServers with Trainium3 – First 3nm AWS AI chip, optimized for agentic, reasoning, and video generation apps. – Per‑chip: 2.52 PFLOPs FP8, 144 GB HBM3e, 4.9 TB/s; scale to 144 chips/UltraServer with up to 4.4× perf and 4× perf/watt vs. Trn2, and up to 3× faster on Bedrock with 5× higher output tokens per MW. 🔗 For further reading: Amazon EC2 P6e‑GB300 UltraServers: https://lnkd.in/dA5DQ2uf Introducing Amazon Nova 2 Lite: https://lnkd.in/dTGMA_4Z Amazon EC2 Trn3 UltraServers: https://lnkd.in/d4AKxzyh Amazon Nova 2 foundation models in Bedrock: https://lnkd.in/db8hGxe4

#CloudCaseStudy How do you run a five-year research program on AWS, securely, on budget, and ready to scale? We’re excited to share our latest success story with the Tel-Hai College (soon to be a university) Research Institute. This collaboration delivered: 💸 Five-year FinOps and guardrails 🔐 Secure access with OpenVPN and 2FA 🤖 Self-serve automation for researchers 🚀 One-month lift and shift to AWS 🧭 Roadmap to modernizing their cloud operations Result: a stable, secure, and cost-optimized research platform that lets scientists focus on breakthroughs, not infrastructure. Read the full story to learn more >> https://lnkd.in/dENtTDcW Sariel Hubner

Is your cloud security reactive? You're already behind. The battle for cloud security is changing. With AI powering new threats, simply detecting attacks isn't enough - you need to be resilient and self-healing. Join us for 𝗖𝗹𝗼𝘂𝗱𝗿𝗶𝗱𝗲 𝗦𝗲𝗰𝘂𝗿𝗶𝘁𝘆 𝗗𝗮𝘆𝘀, a free webinar series where we're cutting through the noise to deliver the strategies you need right now. Register now for one or both webinars: https://lnkd.in/d-6ss3mv 🗓️ 𝗡𝗼𝘃 𝟭𝟭𝘁𝗵 (𝗖𝗹𝗼𝘂𝗱𝗿𝗶𝗱𝗲 𝘅 𝗦𝗸𝘆𝗵𝗮𝘄𝗸) See a live demo and case study on simplifying the journey "From Chaos to Control" with smarter cloud security. Don't just detect threats; defeat them automatically. 🗓️𝗡𝗼𝘃 𝟭𝟮𝘁𝗵 (𝗖𝗹𝗼𝘂𝗱𝗿𝗶𝗱𝗲 𝘅 𝗥𝗮𝗱𝘄𝗮𝗿𝗲) Learn how AI is transforming security from reactive defense to a proactive, self-healing cloud environment. Register now for one or both webinars: https://lnkd.in/d-6ss3mv Skyhawk Security Radware Eva Abergel Danny Lev-Ran Lior Atias Asaf Shahar

📢 Cloud Security Leaders: Join us for the first event in our webinar series #CloudrideSecurityDays From Chaos to Control: Your Simplified Journey to Smarter Cloud Security. 📅November 11, 2025, at 10 AM (UTC+03:00) 📍Zoom Spaces are limited. Secure your seat today: 👉 https://lnkd.in/d9JzSZf5 Cloudride and Skyhawk Security are teaming up to provide C-level and security leaders with the concrete steps and tools needed to achieve a truly proactive security posture and simplify compliance. with Asaf Shahar, Head of Product, Skyhawk Security Shiri Lempert, DevOps Team Lead, Cloudride Lior Atias, DevSecOps Engineer and CS, Cloudride Here's a Glimpse of What's on the Agenda: 👉 Discover how this flexible approach simplifies your security operations with expert support. 👉 Real-time threat detection: including a live demo of Skyhawk Security's platform. 👉 A deep dive into a real-world success story Register to gain actionable insights and start your journey to smarter, simpler cloud security. 📅November 11, 2025, at 10 AM (UTC+03:00) 📍Zoom Spaces are limited. Secure your seat today: 👉 https://lnkd.in/d9JzSZf5 #CloudSecurity #CyberSecurity #CISO #Cloudride #SkyhawkSecurity #SecurityWebinar #CloudSecurityDays #Compliance #SecurityLeaders

📢 For the second event in our #CloudrideSecurityDays series, we're joining forces with our partner, Radware AI is accelerating cyber threats, creating sophisticated attacks that bypass traditional defenses. You can no longer afford to be reactive. Secure your seat today: 👉 https://lnkd.in/d8taB3vY Join us on November 12, 2025, as we show you how to fight back and build cloud resilience. Here's Your Sneak Peek at the Agenda: 👉Understand the critical shift from old, reactive security models to the proactive, autonomous defenses essential for staying ahead. 👉Dive into how AI is powering a new class of cyber threats and the specific steps you must take to create a self-healing cloud environment that automatically mitigates attacks. 👉See how the Cloudride and Radware partnership delivers a unified defense, enabling you to maintain service uptime with minimal human intervention. With Eva Abergel and Danny Lev-Ran 📅 When: November 12, 2025, at 10 AM UTC+03:00 📍 Where: Zoom Spaces are limited! Secure your seat today: 👉 https://lnkd.in/d8taB3vY #AISecurity #CloudSecurity #CyberThreats #Radware #Cloudride #CloudSecurityDays #AutonomousDefense #CISO