Today in AI ·

Oracle #EnterpriseAI #Oracle #Partnerships

Oracle expands enterprise AI collaboration with OpenAI

Oracle announced an expanded collaboration combining OpenAI models, ChatGPT and Codex with its applications, data and cloud infrastructure. The companies aim to bring AI into enterprise workflows, application development and security work.

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NVIDIA #DeveloperTools #Kubernetes #GPUs

NVIDIA details memory-enforced GPU sharing in Kubernetes

NVIDIA published a guide to CUDA 13.4 GPU fractioning with KAI Scheduler and the GPU Fractioning Operator. It shows how workloads can share GPU capacity with memory allocations and limits, helping teams use available hardware more efficiently.

Read at NVIDIA
Microsoft #AILiteracy #Education #ResponsibleAI

Microsoft and Cyberlite expand the AI Classroom Toolkit

Microsoft and Cyberlite launched an expanded AI Classroom Toolkit during Global Media and Information Literacy Week. The teaching resource focuses on responsible generative AI use and judging information, supporting educators as AI changes how students learn.

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Google #AILiteracy #Education #Research

Google launches Polar Peaks to teach AI through brain mapping

Google and the Stanford Accelerator for Learning introduced Polar Peaks, an AI Quests lesson for students aged 11–14 inspired by brain-mapping research. Data-cleaning and model-testing activities, alongside new teacher modules, emphasize oversight and critical thinking.

Read at Google

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Learn AI system design, one diagram at a time

60-second Shorts and long-form deep dives on how real AI systems are built, how they break, and how to fix them: caching, RAG, agents, security and decision models.

A holographic architecture diagram glowing in a dark control room

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All 43 episodes

The learning path

Five stages, from the edge of the network to the security of your agents.

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  1. 1 Foundations Edge & Caching Why far servers feel fast, where edge rendering backfires, and how one cache expiry can take down an AI app. 2 episodes · 2 coming 0 of 2 done
  2. 2 Core Decision Models When a typed decision beats generated text, and how to route between a decision model and an LLM. 3 episodes · 1 coming 0 of 3 done
  3. 3 Advanced Agents in Production Context, memory, cost guardrails and the workspace an autonomous coding agent needs. 9 episodes · 5 coming 0 of 9 done
  4. 4 Hands-on Hands-On: Coding Agents from Your Phone Step-by-step tutorials: build and ship real apps from the Claude app, with the prompts and the code for every step. 3 episodes · 2 coming 0 of 3 done
  5. 5 Hands-on AI Coding Agent Tips One practical tip per Short for Claude Code and the other coding agents, each one tested in a real run. 2 episodes 0 of 2 done
  6. 6 Extra Code Stories Picture-led stories from the history of programming, and what they say about where coding goes next. 3 episodes 0 of 3 done
  7. 7 Advanced AI Security Stolen tokens, poisoned tools and the other ways an AI system gets turned against its users. 5 episodes · 2 coming 0 of 5 done

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