Analysis: The Pulse of Open Source This week’s news underscores a pivotal moment for open source. From legal challenges against Nitter to a surge in AI developments, the community is navigating both opportunities and threats. The growing tension between open-source ideals and corporate/legal pressures is palpable, while investments like Nvidia’s $6bn Poolside deal signal confidence … Read more
AI Infrastructure and Enterprise Integration Take Center Stage The latest wave of open source and AI news reveals a clear trend: the focus is shifting from raw model capabilities to the operational layer—how AI is managed, integrated, and governed within enterprise environments. From ChatGPT Work’s admin plugin to MLflow’s observability upgrades, the message is that … Read more
See how the ChatGPT admin plugin brings workspace administration into ChatGPT Work. Aarti Bagul, Member of GTM Staff at OpenAI, demonstrates how admins can analyze adoption and credit usage, update and share an AI rollout deck, and review and approve usage limit requests without switching between tools.
We continue to make immense improvements in overall AI observability, AIOps, AI Governance, and developer experience, building and extending on previous MLflow releases. Want to know what’s in 3.16?
You don’t want to miss this as we deep dive into all of the awesome features, including:
🔹 Trace UI/UX Overhaul
🔹 Custom trace view via A2UI
🔹 MCP/Skill Registry
🔹 Trace analysis and automatic agent improvement flywheel
🔹 And more ….
🔹 Q & A
The 3D-Object Perception Transformer (3PT) unifies detection, segmentation, and 6DoF pose estimation into two multi-view, RGB-only transformers. Demonstrating exceptional accuracy and cross-domain robustness, it placed first by significant margins in both the Industrial Robotics and AR/VR tracks of the BOP 2025 challenge at ICCV. Today, the 3PT architecture is actively deployed in real-world industrial robotic workcells across the world as the Intrinsic Vision Model (IVM). Join Intrinsic (Google) engineer Agastya Kalra, one of the 3PT authors, as we take a look at this acclaimed paper which was highlighted at CVPR 2026.
Read the paper: https://www.intrinsic.ai/publications/3pt-cvpr2026
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This is a video about The Hidden Cost of Internal Forks: Why We Need OSERA
00:00 The Hidden Cost of Internal Forks: Why We Need OSERA
Protecting critical open source dependencies with the OSERA initiative.
Gab Colubro from FINOS explains how this alliance prioritizes and distributes essential patches across the supply chain. This session is critical for developers and security teams managing enterprise software infrastructure.
Subscribe for more updates on open source security and software resiliency.
Video by Open Data Science and AI Conference via YouTube
Your enterprise data already lives across multiple systems. What if your AI workspace didn’t have to?
Join us in New York on August 27 for an ODSC AI Skills Accelerator, supported by Snowflake, focused on Building a Unified AI Workspace Across Enterprise Data.
If you’re working on enterprise AI, data platforms, analytics, or agentic workflows, this is an opportunity to see what a governed AI workspace can look like in practice.
Space is limited. Reserve your spot!
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SAP S/4HANA Cloud Public Edition 2608 brings new Solution Order Management innovations to help organizations configure, create, and extend solution orders more efficiently while improving consistency, flexibility, and operational performance.
In this release highlights video, Greg Hutcheon from Cloud ERP and SCM Product Success Enablement walks through the latest Solution Order Management updates delivered with SAP S/4HANA Cloud Public Edition 2608. See how new capabilities for custom item category determination, order reason handling, and output management extensibility can help businesses optimize the solution order lifecycle and adapt SAP Cloud ERP to specific solution business needs.
You’ll see how new Self-Service Configuration UIs give key users more control over solution order behavior. With release 2608, users can define custom number ranges for service objects in solution orders and refine item category determination. This makes it possible to configure default and selectable item categories by item category group, helping reduce manual effort, improve process consistency, and support tailored Solution Business and Service Management scenarios.
The video also introduces the new Order Reason field for solution orders. Previously available only on the sales order side, Order Reason is now a native header field in solution orders. It can be configured through SSCUI, specified directly in the UI or API, and automatically replicated to follow-up sales orders through orchestration. This helps improve data quality, support downstream reporting, and reduce manual intervention.
Finally, Greg highlights new output management extensibility options for solution orders. Users can include data from downstream documents, such as a customer material number from a generated sales order item, in customer-facing PDF or email outputs. New output control options also help determine when an output should be sent or held back, supporting more accurate communication when follow-up processes are complete.
Highlights include:
✅ Custom number ranges for solution orders — Define custom number ranges for service objects and assign them to solution order transaction types.
⚙️ Custom item category determination — Configure default and selectable item categories by item category group to better match your business processes.
📝 Order Reason field for solution orders — Capture order reasons directly on solution orders and replicate them automatically to follow-up sales orders.
🔎 Improved reporting and search — Filter and search solution orders by order reason to analyze pipelines, monitor business drivers, and support reporting.
📤 Output management extensibility — Add data from downstream documents to solution order outputs such as PDFs or customer emails.
📩 Output control options — Use output determination rules to control whether communications are sent or held back until follow-up processes are complete.
Chapters:
00:00 – Introduction and release overview
00:40 – Custom item category determination and number ranges
01:26 – Item category determination explained
02:00 – New Order Reason functionality
02:54 – Enhanced reporting and process consistency
03:18 – Output management extensibility enhancements
03:32 – Output data extensions from downstream documents
04:15 – Output control and communication management
04:44 – Release summary and business benefits
04:54 – Join the SAP Community
• Learn more about Solution Order Management, including the latest updates and release information:
https://sap.to/6053B1tlCD
• Explore SAP Community:
https://sap.to/6055CIrvT
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https://sap.to/6056CIrvp
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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/6051B1tlCz
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