Ugur – Ugur Candan

Build Your Custom Knowledge Layer with SAP HANA Cloud — SAP TechEd 2026 ST108

Posted on 29/10/202629/10/2026 by Ugur

📊 SAP TechEd 2026 — Session ST108 Presentation 📄 View PDF | 📥 Download PDF Summary This SAP TechEd 2026 session (ST108) by Niklas Siemer (SAP) and Sebastian Schmidt (Digital Science/metaphacts) presents how to build a custom knowledge layer using SAP HANA Cloud’s multi-model capabilities. Key Topics 1. Three-Level Knowledge Hierarchy Level 1 — SAP Knowledge Graph: Enterprise-wide, prebuilt semantic backbone with 50+ years of process knowledge (7.3M+ entities) Level 2 — SAP Business Data…

Amazing SAP TechEd 2026 Summary

Posted on 29/10/202629/10/2026 by Ugur

SAP TechEd 2026 — Visual Highlights A curated collection of key slides and announcements from SAP TechEd 2026, covering Joule Work, AI Agents, n8n integration, MCP Gateway, Knowledge Graphs, and the future of enterprise AI. Joule Work: The New AI-Native Workspace Joule Work introduces 5 core modules: Conversations, Discover, Spaces, Jobs, and Develop (Joule Studio). It’s dynamic, proactive, agentic, intent-based, and omnipresent — the future of enterprise work. Joule Work — 5 Modules Future of…

Brand Stories That Changed Business: 24 Real Cases of Corporate Evolution

Posted on 27/10/202627/10/2026 by Ugur

24 real brand stories from @michaelburtov’s Instagram: how Xerox, Kodak, Sears, Apple, Airbnb, Stripe and others faced disruption. Analysis of 70 video transcripts reveals 5 key themes of corporate evolution.

Your Idea Was Never Worth Anything

Posted on 26/10/202626/10/2026 by Ugur

The Illusion of Idea Value in the Age of AI Did you know that your idea was never worth anything? Ideas in general, including yours, are very likely worthless. We have known this for 50 years, and we keep refusing to learn it. The Xerox PARC Lesson In the 1970s, Xerox ran a research lab called PARC that invented the graphical user interface, Ethernet, and the laser printer. Xerox captured almost none of the value….

Product Innovation Gets the Press, Business Model Innovation Gets the Profits

Posted on 25/10/202625/10/2026 by Ugur

Slide 1 — Title: “Product vs. Business Model Innovation: Where Does Innovation Live?” Slide 2 — Agenda: Five sections — The Big Insight, Case Studies, Key Distinction, Defensibility Test, Takeaways Slide 3 — The Big Insight: Product innovation gets the press, business model innovation gets the profits. The foundational product is rarely invented by the winner — the defensible “machine” (distribution, network effects, scale) is what captures value. Slide 4 — Google: Didn’t invent search….

Michel Talagrand: How Randomness Creates Reality

Posted on 24/10/202625/10/2026 by Ugur

📊 Slide Deck: How Randomness Creates Reality 📄 View Full Presentation | 📥 Download PDF (19.7 MB) How Does Randomness Create Reality? Flip a coin. You can’t predict the outcome — it’s random. But flip it 1,000 times. You’ll get roughly 500 heads. That’s a guarantee. How is it that individually unpredictable events become collectively predictable? This is the question French mathematician Michel Talagrand (b. 1952, Béziers) devoted his life to answering. The 2024 Abel…

The Loud Minority: How 0.039% of Humanity Is Reshaping the World

Posted on 18/10/202618/10/2026 by Ugur

📊 Download the Full Slide Deck (NotebookLM AI-Generated) 📄 View Full Slides | 📥 Download PDF (18.6 MB) 🎬 The Instagram Reel That Started This Research This post is a fact-check and deep research response to a viral Instagram reel by @_jackwilliam claiming that “85%+ of humans don’t use AI” and “only 0.04% run autonomous agents.” 👉 Watch the Original Reel on Instagram The Loud Minority: How 0.039% of Humanity Is Reshaping the World A…

The Brain vs the AI Architecture

Posted on 23/09/202623/09/2026 by Ugur

What if the most advanced AI architectures — LLMs, agent harnesses, RAG, knowledge graphs — are not inventions at all, but rediscoveries of what the human brain has been doing for 300 million years? The Thesis Modern AI didn’t just take inspiration from neuroscience. It accidentally reinvented the brain’s architecture — often arriving at the same solutions through completely different optimization paths. This report maps 31 AI components to their precise neuroanatomical counterparts, backed by…

SAP Knowledge Graph: Architecture and Business AI Integration

Posted on 13/09/202627/10/2026 by Ugur

SAP Knowledge Graph Deep Research Report — AI-native North Star Architecture & The Autonomous Enterprise | September 2026 963 Source URLs 6 Research Waves 287 KB Raw Research 25+ Named Customers 452K ABAP Tables Mapped 🏛️ SAP AI-native North Star Architecture Four Reimagined Layers — The Cognitive Core 🎯 User Experience Intent-driven interaction via Joule • No more navigating apps — state what you need • Joule Work with agentic harness ↕ ⚙️ Process Layer…

The Architectural Evolution of LLM Agent Harnesses

Posted on 13/09/202613/09/2026 by Ugur

Comprehensive Deep Research Report: The Architectural Evolution of LLM Agent Harnesses, Composable Skills, and Graph-Based Orchestration Abstract: As artificial intelligence transitions from conversational text generation to autonomous execution in complex environments, the primary boundary governing system reliability has shifted from neural network parameters to surrounding software engineering infrastructure: The Agent Harness. This research report provides a rigorous synthesis of academic literature, industry benchmarks, and systems engineering frameworks. It details the cybernetic formalization of the agent…

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