Meet GPT-6 Astra, our latest frontier model for tasks where raw intelligence matters. Charlie Guo, Developer Experience Engineer at OpenAI, demonstrates improved Computer Use, stronger creative and knowledge-work outputs, and new asynchronous tool calling and steering in the Responses API.
Agentic is in almost every AI conversation right now. Here is what it actually means, and how an agent differs from an assistant that only answers questions.
An AI agent takes a goal and works out the steps itself. Instead of someone manually pulling reports, running analysis and flagging accounts, the agent accesses the data, identifies at-risk customers, prioritizes them and surfaces the list ready to act on.
Terms covered:
– AI Agent: an AI that acts on a goal rather than responding to a prompt
– Agentic AI: systems that operate across multiple steps, decide along the way and adapt when something goes wrong
– Agentic: what the word signals when it describes a workflow, a platform or a process
Real examples: churn reduction in retail, patient follow-ups in healthcare, overnight compliance checks in financial services, live rerouting in logistics.
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AI Fundamentals Glossary | H2O.ai University
Full playlist: https://www.youtube.com/playlist?list=PLAWKlIKS-66E
Free courses and certifications: https://h2o.ai/university
We shipped 207 WebGPU kernels for browser AI, all open source on the Hugging Face Hub, plus @huggingface/kernels, a library that loads, validates, renders and runs them for you.
This video walks through how it works: what an op is vs a kernel, why WGSL, and why we ship Jinja templates instead of fixed WGSL files. The browser picks the data types and workgroup sizes your device supports and builds the fastest kernel for that hardware.
Then two demos built on top of it: an attention mechanism with the tinyBERT weights in ~20 lines of JavaScript, and a 1M+ cell wave animation driven by a single matmul kernel, capped only by requestAnimationFrame.
Finally, Fleet: run the kernel benchmarks on your own GPU. The results help us optimize the kernels for the thousands of devices we can’t test ourselves.
Links
Blog post: https://huggingface.co/blog/webgpu-kernels
Kernel playground: https://huggingface.co/spaces/nico-martin/webgpu-kernels
npm: https://www.npmjs.com/package/@huggingface/kernels
Kernels on the Hub: https://huggingface.co/webgpu-kernels
Fleet: https://webgpu-kernels-fleet.hf.space/
Dive into a deep SBOM demo to see exactly where your biggest enterprise security opportunities lie. From executing immediate patch-level upgrades to tightening CVSS thresholds, discover how to prioritize vulnerable libraries like Apache Struts. Explore how the FINOS OSERA framework helps organizations coordinate these critical updates efficiently without breaking production. #SoftwareEngineering #CyberSecurity #OSERA
What does it take to deliver world-class tennis equipment when every moment matters? For Wilson, performance starts long before center court.
Alex de Minaur trusts Wilson Sporting Goods to bring precision, speed, and consistency to every match. Behind that performance is a global supply chain designed to move as fast as the athletes who depend on it, connecting products, systems, data, and processes from factory floor to center court.
See how SAP helps Wilson build the operational agility, anticipation, and resilience needed to get the right products to the right place at the right time. Because when everything works together, teams are ready for anything.
Read the story on SAP News Center:
https://sap.to/6058BG6xAa
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About SAP:
As a global leader in enterprise applications and business AI, SAP stands at the nexus of business and technology. For over 50 years, organizations have trusted SAP to bring out their best by uniting business-critical operations spanning finance, procurement, HR, supply chain, and customer experience. For more information, visit: https://sap.to/6053BG6xAF
AI safety experts, seemingly surprised by security breaches in AI systems, overlook a critical point: insecure systems remain insecure, AI or not. The danger lies not in agent actions, but human behavior in deploying them. #AISecurity #Cybersecurity #AIEthics #TechTrends
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