Hot Topic – Ugur Candan

The Autonomous Enterprise Architecture for SAP and NemoClaw

Posted on 28/06/202628/06/2026 by Ugur

These reports detail a massive shift in the enterprise AI landscape during mid-2026, centered on the collaboration between NVIDIA, SAP, and OpenAI. NVIDIA has introduced NemoClaw and OpenShell as a critical security and sandboxing layer for OpenClaw, the world’s most popular open-source AI agent platform. Simultaneously, SAP has integrated this technology into its “Autonomous Enterprise” vision, embedding hundreds of specialized AI agents into its core business software while blocking unmanaged agent access. OpenAI has expanded its enterprise footprint by launching the GPT-5.5 model on multi-cloud…

News-Based Trading ML Experiments – Technical Setup

Posted on 28/06/202628/06/2026 by Ugur

Extracting Alpha from the News Cycle This documentation details a machine learning research project conducted in 2026 to evaluate how global news sentiment and economic calendars predict currency and commodity price movements. Researchers utilized the GDELT Global Knowledge Graph and economic event data to engineer fifteen unique features, testing them across 72 experimental configurations using gradient-boosted models like CatBoost and XGBoost. The study found that USDJPY was the most responsive instrument to news signals, with the highest-performing models achieving a Sharpe ratio of +2.653. Results indicated that a 24-hour prediction…

SAP AI Test & Demo Environments for Technical Audiences

Posted on 27/06/202627/06/2026 by Ugur

SAP AI Test & Demo Environments for Technical Audiences

The Future of AI Agents – 8 Key Predictions

Posted on 07/06/202607/06/2026 by Ugur

1- EVERYBODY Will Have Personal Agents 2- Company Memory Becomes an Asset 3- Different LLM Form Factors 4- LLM → Commodity / Agent/Harness → The Differentiator 5- APPS → Tools/Skills, USERS → Agents 6- Security/Governance Embedded in Harness 7- Agent Discovery & Collaboration 8- Testing/Hardening/Benchmarking Becomes Mainstream

Claude Code vs OpenClaw vs HermesAI vs Paperclip – An Emerging Expertise

Posted on 02/05/202602/05/2026 by Ugur

Lets Start with the simple one. Claude Code CLI: You can also build a personal agent on top of Claude Code. Note that you need to add tools and skills to Claude Code to make it work for you. It used to just work with Anthropic but as of today people have cracked it and you can run it on with other Models. You can search “claude code free” and see many different installation options.Character:…

Design of my Personal Agent – OpenClaw

Posted on 11/04/202611/04/2026 by Ugur

His name is Mr No. It has a male character.His skills are explained in the attached pdf. Link to detailed PDF file.

Internet Of Agents (IoA)

Posted on 14/03/202615/03/2026 by Ugur

The IOA Blueprint Architecting the Future of Agentic Collaboration. (Link To PDF – a Must read) We are rapidly moving beyond the traditional Internet and the Internet of Things. Welcome to the era of the Internet of Agents, a foundational framework designed to seamlessly interconnect, dynamically discover, and collaboratively orchestrate autonomous AI agents at scaleUnlike the human-centric web or the trigger-based Internet of Things, the Internet of Agents is built for agent and knowledge connectivity….

The Pragmatist’s Guide to Enterprise AI in SAP World

Posted on 01/03/202601/03/2026 by Ugur

Here is a simple, catchy summary of “The Pragmatist’s Guide to Enterprise AI”: A must read document in PDF format: https://ugurcandan.com/wp-content/uploads/2026/03/Enterprise-AI-Guide.pdf Are you tired of flashy AI pilots that never actually improve your bottom line? “The Pragmatist’s Guide to Enterprise AI” tackles the biggest roadblock in business AI today: the massive chasm between a cool demo and scalable production.As companies shifted from monolithic ERPs to fragmented “best-in-class” applications, their data became siloed. To fix this,…

How Innovation Kills Mega Projects -Example XB-70 Valkyrie 12 Billion USD Project

Posted on 11/01/202611/01/2026 by Ugur

Here are the key project details of the XB-70 Valkyrie, one of the most ambitious aircraft programs of the Cold War: Original (1960s) Dollars Total program cost: $1.5 billion (USD) Adjusted for Inflation (Today’s Dollars)$12–14 billion USD (depending on inflation index used)This makes the XB-70 one of the most expensive experimental aircraft programs ever, especially considering: No production aircraftOnly one prototype survived Prototypes & Fate A must watch detail video below. XB-70A #1 (AV-1) First…

What should be next for AI in Enterprise level: Hear Sam Altman and Ali Ghodsi talk about it.

Posted on 07/12/202507/12/2025 by Ugur

After listening to those impressive comments from Sam and Ali: Take aways

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