open source

Video by Open Data Science and AI Conference via YouTube

Build the skills behind practical Personal AI Agents!

On July 21, join ODSC AI Personal AI Agents -LIVE- for a free half-day virtual summit focused on turning AI agent ideas into usable systems, workflows, and architectures.

These sessions go beyond demos. You’ll explore how builders are applying personal AI across developer workflows, agent frameworks, MCP architecture, and production-ready multimodal systems.

Learn how personal AI agents are being built, connected, and applied across real workflows — with tools, context, orchestration, and human review in the loop.

👉 Register now: https://summit.ai/ (Link in Bio!)

#ODSCAI #PersonalAI #AIAgents #AgenticAI #OpenClaw #MCP #AIEngineering #AIWorkflows #AIBuilders

————————————————————————————————————-

Visit our website and choose the nearest ODSC event to attend and experience all our training and workshops: https://odsc.ai

To watch more videos like this, visit https://aiplus.training

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Video by SAP via YouTube

SAP S/4HANA Cloud Public Edition 2608 brings Business AI deeper into ERP, helping people work faster, reduce manual effort, and stay in control.

In this AI innovation overview, Yannick Peterschmitt from Cloud ERP and SCM Product Success explores how the 2608 release moves organizations closer to SAP’s vision of the Autonomous Enterprise. See how Joule Work, AI-assisted experiences, and intelligent agents are helping transform everyday ERP processes across user experience, professional services, environment, health, and safety, and finance.

You’ll see how SAP Business AI can support people in the flow of work, from using natural language to update business documents, to analyzing work in progress, to turning compliance documents into structured obligations, to preparing journal entries for review. These innovations help reduce repetitive work, improve decision-making, and give teams more time to focus on higher-value activities.

Highlights include:

🧠 Joule Work — Bring together business context, relevant insights, automation, and AI agents in one dynamic workspace built around user intent.

✨ AI-assisted easy fill — Update SAP business documents using natural language instead of entering data field by field.

📊 AI-assisted work in progress analytics and management — Analyze aging work in progress, surface critical insights, and generate executive summaries to support faster project financial decisions.

🦺 AI-assisted compliance management — Transform regulations, permits, and corporate policies into structured compliance obligations while keeping users in control.

📒 Journal entry agent — Interpret unstructured business information, recommend accounting data, and prepare journal entries for review.

Chapters:
00:00 Welcome & Introduction
00:23 Business AI and the Autonomous Enterprise
01:15 Joule Work
01:56 AI-assisted easy fill (User Experience)
02:34 AI-assisted work in progress analytics & management (Professional Services)
03:04 AI-assisted compliance management (Environment, Health & Safety)
04:01 Journal entry agent (Finance)
04:42 Closing Thoughts

• Read Yannick’s blog on AI Release Highlights in SAP S/4HANA Cloud Public Edition 2608 release:
https://community.sap.com/t5/enterprise-resource-planning-blog-posts-by-sap/unlock-ai-and-next-gen-cloud-erp-innovations-in-sap-s-4hana-cloud-public/ba-p/14434537
• Explore SAP Community:
https://sap.to/6055CIrvT
• Learn more about SAP Cloud ERP: https://sap.to/6056CIrvp

Follow us on social:
LinkedIn: https://www.linkedin.com/company/sap/
Instagram: https://www.instagram.com/sap
Facebook: https://www.facebook.com/SAP/
Threads: https://www.threads.com/@sap

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://www.sap.com/index.html

#SAP #SAPCloudERP #SAPBusinessAI

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Video by TWiT Tech Podcast Network via YouTube

Industry expert Mikah Sargent, brings you interviews from tech journalists who make or break the top stories of the week. Get the freshest perspective and in depth insight into the fast-paced world of technology from Tech News Weekly.

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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Video by Linux Tex via YouTube

Get My Course Linux Mastery Express (The FASTEST WAY to learn Linux):
https://linuxtex.thinkific.com

Claude Desktop is FINALLY on Linux! In this video I install and test Anthropic’s first official Claude Desktop app for Linux, then put it head-to-head against the browser to find out if it’s actually worth switching to.

Install Claude on Linux:
https://code.claude.com/docs/en/desktop-linux

For years, desktop Linux got ignored in the whole AI race. No ChatGPT app, no Gemini app, no Copilot app. Now Anthropic has shipped a real, native Claude Desktop client for Ubuntu and Debian, installable through an official signed APT repository (with a .deb download too). I walk through the full install, break down the three built-in tools (Chat, Code and Cowork), and reveal the surprising catch: Cowork can boot an entire QEMU/KVM virtual machine right on your own machine.

I also cover what’s missing at launch (no Computer Use, no voice dictation, and no official Fedora, RHEL or Arch support yet) and answer the big question: should you run Claude in the browser, in the terminal, or with this brand new desktop app?

⏱️ What we cover:

– Claude Desktop for Linux is officially here (beta)
– How to install it: APT repo and .deb methods
– Chat, Code and Cowork explained
– The hidden QEMU/KVM virtual machine catch
– What’s missing in the beta
– Desktop vs Browser vs CLI: which should you use?

🔑 Keywords: claude desktop linux, claude ai on linux, claude desktop app, anthropic claude linux, claude for ubuntu, claude on debian, claude code, claude cowork, install claude on linux, ai app for linux, best ai for linux, linux ai tools 2026, claude vs browser, first ai app for linux

👍 If this helped you out, drop a like and subscribe for more Linux news, app reviews and guides.

#Linux #ClaudeAI #ClaudeDesktop #Anthropic #Ubuntu #Debian #LinuxApps #AI

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Video by The Linux Cast via YouTube

Today I talk about what I’m self hosting on my home lab in 2026.

👇 PULL IT DOWN FOR THE GOOD STUFF 👇

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==== Referenced ====
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==== Time Stamps ====
00:00:00 Intro
00:02:06 Freshrss
00:04:30 linkding
00:05:25 speedtest-tracker
00:06:06 Booklore
00:06:55 Searxng
00:08:29 audiobookshelf
00:09:19 Jellyfin
00:10:08 Navidrome
00:10:53 Forgejo
00:11:42 Checkbox
00:12:52 autopost
00:13:25 Homepage
00:14:14 Commentario
00:14:45 poster
00:15:05 synapse
00:15:25 Wrap Up

#ramble #linux #thelinuxcast

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Video by OpenAI via YouTube

See how the Codex Micro, a customizable keyboard built with Work Louder for Codex, helps you move through a build without leaving your flow. In this demo, GPT-5.6 Sol creates a word game while the Micro handles voice dictation, task switching, reasoning controls, permission requests, and follow-up prompts.

Get yours: https://openai.com/supply/

Chapters:
00:00 Introducing the Codex Micro
00:24 Voice dictation
00:45 Skills, Plan mode, and reasoning
01:01 Switching between tasks
01:16 Notifications and permissions
01:28 Queueing follow-up work
01:49 Game result and customization

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Video by Hugging Face via YouTube

Inkling by Thinking Machines is here, a 1 TRILLION parameter open model that natively understands images, text, AND audio, with a 1M token context window. In this video, we break down the architecture, show you how to run it, and share our vibe-eval results.

Now on Hugging Face 🤗 https://huggingface.co/thinkingmachines/Inkling

⚡ TL;DR
• 975B total / 41B active params (MoE, 256 experts)
• Native image, text & audio input — one model, no separate encoders
• 1M context window, trained on 45T tokens
• BF16 + calibrated NVFP4 checkpoints, MTP layers for speculative decoding
• Day-0 support: transformers, SGLang, vLLM, llama.cpp

⏱️ CHAPTERS
00:00 Intro — what is Inkling?
00:00 Architecture deep dive (relative attention, hybrid attention, SConv)
00:00 MoE with shared expert sinks
00:00 Vision & audio towers explained
00:00 Running it: transformers pipeline
00:00 Serving with SGLang & vLLM
00:00 Free inference via Inference Providers
00:00 1-bit GGUFs with llama.cpp & Unsloth
00:00 Agentic coding demo with Pi
00:00 MTP speculative decoding
00:00 Vision & audio vibe evals
00:00 Post-training with tinker + OpenEnv
00:00 Benchmarks & final thoughts

🔧 TRY IT
• Model (BF16): https://huggingface.co/thinkingmachines/Inkling
• Model (NVFP4): https://huggingface.co/thinkingmachines/Inkling-NVFP4
• GGUF quants: https://huggingface.co/unsloth/inkling-GGUF
• Inference Providers (free for 2h at launch): https://huggingface.co/thinkingmachines/inkling?inference_api=true
• Quick start: pip install -U transformers, then pipeline("any-to-any", model="thinkingmachines/Inkling")

📚 RESOURCES
• Full blog post: https://huggingface.co/blog/thinkingmachines-inkling
• Vibe eval images & results: https://huggingface.co/buckets/merve/inkling
• RL example (tinker + OpenEnv): https://github.com/huggingface/OpenEnv
• Distillation with TRL (GOLD): https://github.com/huggingface/trl

💡 KEY TAKEAWAYS
• Needs ~2TB VRAM in BF16 (600GB in NVFP4) — but 1-bit GGUFs retain ~74% top-1 accuracy at 86% smaller
• Reasoning effort is tunable from "none" to "max"; medium (0.7) is the sweet spot
• The model transcribes/OCRs inputs first, then reasons — prompt accordingly
• Great for multimodal reasoning apps, document processing, and fine-tuning

👥 By burtenshaw, merve, pcuenq & ariG23498 from Hugging Face

#Inkling #ThinkingMachines #HuggingFace #OpenSource #LLM #Multimodal #AI #MachineLearning

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Video by FOSSASIA via YouTube

Want to become a Google Summer of Code (GSoC) contributor? This session shares the best tips for applying successfully to GSoC and starting your open source journey. Learn how to choose the right project, match your interests with organizations, and avoid common application mistakes.

We’ll cover what to do—and what not to do—to improve your chances of being selected and becoming a long-term open source contributor. Perfect for students, beginners, and future GSoC applicants.

FOSSASIA Summit 2026 held in Bangkok, is Asia’s leading Open Source tech conference featuring sessions on #AI, #Cloud, #DevOps, #Open Hardware, #Security, #Web #Mobile Technologies, #Web3, and #Databases. Learn more: http://summit.fossasia.org

Session slides: https://eventyay.com/ev/88882f3e/talk/NQL8GB89SNN3/

#FOSSASIA #FOSSASIASummit #opensource #FOSS

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