Generative AI & LLMs: From GPT to Open Source Models

Generative AI & LLMs: From GPT to Open Source Models

Video by H2O.ai via YouTube
Generative AI & LLMs: From GPT to Open Source Models

For most of AI’s history the focus was analyzing and predicting. Generative AI creates. Here is what changed, and how to choose between proprietary and open source models.

Terms covered:
– Generative AI: AI that produces text, code, images, summaries and answers on demand
– GPT (Generative Pre-trained Transformer): the architecture behind most large language models
– Proprietary LLMs: powerful, easy to start with, priced per token, and your data goes to a third-party server
– Open Source LLMs: weights you can download, deploy on your own infrastructure and fine-tune, with no per-token cost and no data leaving your environment

Most serious deployments need both. Proprietary for speed and access, open source for control, privacy and cost at production scale.

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AI Fundamentals Glossary | H2O.ai University
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#GenerativeAI #LLM #OpenSourceAI #AIGlossary #H2Oai

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Building Open Source AI: Graphcore Invites You to PyTorch Conference 2026

Building Open Source AI: Graphcore Invites You to PyTorch Conference 2026

Video by PyTorch via YouTube
Building Open Source AI: Graphcore Invites You to PyTorch Conference 2026

Following a great community gathering at Graphcore’s London office, momentum is building for PyTorch Conference North America 2026.

Join PyTorch Foundation board member Sylvain Viguier and fellow open source developers, researchers, and technical leaders in San Jose, California on October 20 and 21. We look forward to hearing about your latest projects, sharing technical insights, and connecting in person.

Register now to save your spot: https://hubs.la/Q04v4SL60

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Meet Akihiro Suda – Speaker at KubeCon + CloudNativeCon North America

Meet Akihiro Suda - Speaker at KubeCon + CloudNativeCon North America

Video by CNCF [Cloud Native Computing Foundation] via YouTube
Meet Akihiro Suda - Speaker at KubeCon + CloudNativeCon North America

Join Akihiro Suda at KubeCon + CloudNativeCon North America, November 9-12 in Salt Lake City, Utah.

In “Lima as the Universal AI Sandbox,” Akihiro will explore how Lima can isolate AI agent workloads across host and guest operating systems, helping limit the potential damage caused by malicious instructions.

The session will also cover GPU acceleration, plugin infrastructure, MCP server support, expanded operating system compatibility, and new tools for running AI agents.

Explore the session:
https://bit.ly/4y7tJuH

Register:
https://bit.ly/3BDI5XL

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Linux is evolving faster than you can keep up 🤯 #linux #tech

Linux is evolving faster than you can keep up 🤯 #linux #tech

Video by FINOS via YouTube
Linux is evolving faster than you can keep up 🤯 #linux #tech

Linux kernel development moves at a truly staggering pace.

We examine the raw metrics behind the kernel’s growth, including changes per hour and weekly CVE counts, to understand the reality of open source maintenance. This perspective breaks down why even massive AI bug-finding efforts barely scratch the surface of software engineering at this scale.

Subscribe for more technical breakdowns on Linux kernel internals.

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Consistent Analytics Pipelines by Deep Patel

Consistent Analytics Pipelines by Deep Patel

Video by Open Data Science and AI Conference via YouTube
Consistent Analytics Pipelines by Deep Patel

Real-time analytics systems need to be fast but speed alone is not enough. They also need to be correct, consistent, and reliable under real production workloads.

In this ODSC AI East 2026 session, Deep Patel, Senior Data Engineer at Robinhood, explores how to build event-time-consistent analytics pipelines using Apache Kafka, Apache Flink, and Apache Pinot.

The session covers the challenges that often cause metric drift in streaming and OLAP systems, including late-arriving events, replay, backpressure, ingestion delays, and multi-tenant workloads. Deep introduces architectural patterns for exactly-once analytics, event-time watermarks, deterministic segment assignment, idempotent upserts, and Flink checkpoint alignment.

Watch to learn practical strategies for building low-latency analytics pipelines that deliver fresh, trustworthy insights at scale.

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How is SAP GROW actually working for SAP customers? Let’s find out!

How is SAP GROW actually working for SAP customers? Let's find out!

Video by SAP via YouTube
How is SAP GROW actually working for SAP customers? Let's find out!

Think you know how fast SAP GROW works? We put real customer numbers to the test — game show style.

✅ 15 weeks to go live
✅ $25B supply chain managed with zero custom code
✅ Fully productive employees in just 3 days
✅ Enterprise ERP run by a team of 28

SAP GROW is AI cloud ERP built for companies of any size. See how it works for our customers: https://sap.to/6055BG5qA1

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Windows Weekly 1002

Windows Weekly 1002

Video by TWiT Tech Podcast Network via YouTube
Windows Weekly 1002

Windows Weekly is about more than Windows. Veteran Microsoft insiders Paul Thurrott and Richard Campbell join Leo for a deep dive into the most valuable company in the world. From consumer to enterprise, AI to Xbox, Windows Weekly is the only Microsoft podcast you’ll ever need.

You can find more about TWiT.tv and subscribe to our full shows at https://podcasts.twit.tv
Join our community at Club TWiT: https://twit.tv/clubtwit

About us:
TWiT.tv is a technology podcasting network located in the San Francisco Bay Area with the #1 ranked technology podcast This Week in Tech hosted by Leo Laporte. Every week we produce over 30 hours of content on a variety of programs including Tech News Weekly, MacBreak Weekly, Windows Weekly, Security Now, Intelligent Machines, and more.

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Open Source News: Security, Releases, and Global Impact

Open Source News: Security, Releases, and Global Impact

Security Alerts and Updates Perl Crypt::SelfCertificate Malware: Versions 1.01 to 1.05 contain malicious Python code downloaded from an obfuscated URL. Users should upgrade immediately. Vue Rendering Bug: A deep dive into a component re-render issue that caused production outages, with lessons on building debugging tools. Pre-Troubleshooting AI Containment: Emerging strategies for proactively managing AI systems … Read more