Rong Yan

Scripps accelerating agentic AI at scale. Hot-swapable LLMs connected to sophisticated embedded prompts, secure proprietary data, tools, MCP connections and many-many time saving agents now available and many more in the bullpen. Incredible team effort and massive shared learning!

19

7 Comments

LLMs look impressive in demos — but become inconsistent once they're embedded in real workflows. BASE Studio helps teams fine-tune models from SFT to RLHF using data built for real-world use, not toy examples: 🔵 Multi-turn conversations that preserve context 🔵 Clear, followable instructions models can reliably execute 🔵 Code data that explains *why* decisions are made — not just the final answer 🔵 Reasoning data that strengthens step-by-step thinking For multimodal models, we also align prompts with visual inputs to reduce inconsistency in text-to-image and text-to-video generation. The result? Models that behave more consistently — even after deployment. Learn more 👉 https://boden.ai #EmbodiedAI #Robotics #AITraining #TrainingData #MachineLearning #DataPipeline #RobotLearning #MultimodalAI #Automation #ComputerVision #AIInfrastructure #Annotation

1

One consistent challenge we see in the model training lifecycle is the lack of high-quality human preference data. Automated signals can drive scale but preference learning, reward modeling, and real-world model alignment still depend on expert creative feedback and structured human evaluation. Shutterstock delivers human-in-the-loop systems that generate aesthetic preference, human preference signals, and qualitative evaluation across training, fine-tuning, and model evaluation. This approach improves quality scoring, strengthens regression testing, and supports continuous learning, helping teams catch issues early and deploy models that reflect real human expectations. It’s how we support long-term partnership and ongoing collaboration with AI teams building production-grade systems. Contact us to learn more: https://lnkd.in/gtqmpYzy #ModelAlignment #ProductionAI #EnterpriseAI  #Shutterstock #FuelGreatWork

12

1 Comment

At Ray Summit 2025, Elizabeth Hu, Goku Mohandas Mohandes and Akshay Malik from Anyscale will announce Lineage Tracking on Anyscale, a new observability tool for end-to-end ML lineage powered by OpenLineage. It maps datasets and models across Workspaces, Jobs, and Services and renders an interactive lineage graph for fast reproduction, audit, and debugging. It also integrates with your existing catalogs and registries like MLflow, Weights & Biases, and Unity Catalog. What you will learn: - How OpenLineage automatically captures datasets, models, code versions, and parameters across development to production on Anyscale - How to navigate the lineage graph to reproduce runs, trace failures upstream, and support governance and audits - How to connect lineage to MLflow, W&B, and Unity Catalog to keep one source of truth for artifacts and metadata Nov 3–5 at the San Francisco Marriott Marquis. Register now: https://lnkd.in/ghAANMa6

53

1 Comment

Calling all creators, marketers and global teams who want to move fast and make magic! Sora 2 is now available in #AzureAI Foundry to help accelerate creative output while protecting your brand and data - so your team can innovate boldly without introducing risk. It delivers advanced video generation capabilities, synchronized audio, and creative controls—all backed by @Microsoft's Responsible AI principles and enterprise-grade security. Foundry offers a unified platform where developers can access Sora 2 alongside other leading generative models in a secure, scalable environment. Why this matters for your business: 🎬 Go from idea to creative in minutes: Create compelling scenes quickly with realistic world simulation, synchronized audio, and detailed prompt understanding for studio shots, scene details, and camera angles. 🌍 Build once, scale to many languages: Audio available in multiple languages and seamless integration into business workflows. 🛡️ Create with confidence: Content filters for inputs and outputs (plus Azure compliance and governance frameworks) safeguard your brand, data, and creative assets. Ready to create? Get started with Sora 2: https://lnkd.in/gJp634Tk ##Innovation #ContentCreation

93

2 Comments

Big news! We are excited to announce the general availability of Ironwood, our 7th generation Tensor Processing Unit (TPU) in the coming weeks. The focus for many organizations is shifting from training models to powering useful, responsive interactions with them. Constantly shifting model architectures, the rise of agentic workflows, plus near-exponential growth in demand for compute, define this new age of inference. In particular, agentic workflows that require orchestration and tight coordination between general-purpose compute and ML acceleration are creating new opportunities for custom silicon and vertically co-optimized system architectures. Frontier models including Google’s Gemini, Veo, Imagen, and Anthropic's Claude train and serve on Tensor Processing Units (TPUs). 🚀 Ironwood TPUs: Purpose-built for high-performance inference with 10x performance over TPU v5p and >4x over TPU v6e. Read more about this announcement below. Ahsan Ali George Elissaios Moritz Schoenheit Masha Foley Rose Zhu

31

Open AI’s Codex 5.3 and Claude Opus 4.6 (released on Feb 5th) aren’t just incremental upgrades, they signal a structural shift. What’s emerging is not better content generation. It’s increasingly dependable multi-step reasoning inside real workflows. And that is a big jump. When models can plan, execute, and maintain context with growing stability, AI stops being a tool you use. It becomes a system you design around! #AI #GenerativeAI #LLMs

38

3 Comments

"As AI models become increasingly depen­dent on massive historical datasets, the ability to store this data economically and indefinitely is emerging as a strate­gic differentiator," says Ted Oade, Director of Product Marketing at Spectra Logic, in a recent Database Trends & Applications' article. Read the full story to explore the most compelling technologies promising to shape the data world in the months — and years — to come: https://lnkd.in/gTSuTr9W #TechTrends #DataStorage #AI

10