Jul 2, 2026 · Artificial Intelligence

Harness Engineering’s Semantic Foundation: Ontology‑Driven Controllable Agent Execution

The article analyzes why current AI agents, despite impressive demos, often act beyond business rules, proposes an ontology‑driven semantic base called Harness Engineering to embed constraints, context, and auditability directly into the agent’s execution flow, and details the Knora implementation that demonstrates these concepts in real‑world scenarios.

AI AgentsFeedback LoopKnora

0 likes · 19 min read

Harness Engineering’s Semantic Foundation: Ontology‑Driven Controllable Agent Execution

DataFunSummit

Oct 25, 2025 · Artificial Intelligence

How AIGC Is Revolutionizing Image Generation and Editing

This article explores how generative AI (AIGC) is transforming image creation and editing by addressing traditional pain points, detailing core concepts, key technical modules, controllable generation and editing techniques, representative research breakthroughs, business applications, and future challenges and opportunities.

AI ethicsAIGCcontrollable AI

0 likes · 20 min read

How AIGC Is Revolutionizing Image Generation and Editing