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AI Large-Model Wave and Transformation Guide
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AI Large-Model Wave and Transformation Guide

Focuses on the latest large-model trends, applications, technical architectures, and related information.

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Latest from AI Large-Model Wave and Transformation Guide

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AI Large-Model Wave and Transformation Guide
AI Large-Model Wave and Transformation Guide
Aug 26, 2026 · Industry Insights

What Scenarios Can OntoFlow’s Ontology Platform Power? Building a Business World, Not Just an App

OntoFlow transforms traditional enterprise software by first constructing a unified ontology of objects, relationships, states, rules, and actions, then generating a wide range of applications—from operational dashboards and real‑time monitoring to root‑cause analysis, supply‑chain optimization, digital twins, and AI‑driven decision systems—within a single, continuously updated business world.

AI integrationDigital TwinIndustry Applications
0 likes · 13 min read
What Scenarios Can OntoFlow’s Ontology Platform Power? Building a Business World, Not Just an App
AI Large-Model Wave and Transformation Guide
AI Large-Model Wave and Transformation Guide
Aug 26, 2026 · Artificial Intelligence

Why Is Ontology Making a Renaissance? A 1990s Concept Revived by Palantir and AI Engineers

The article traces the rise, fall, and resurgence of ontology—from its 1990s promise and subsequent abandonment to its revival today as the logical guardrail that empowers large‑model agents, highlighting concrete examples, industry data, and practical adoption patterns.

AI agentsAgent FrameworkKnowledge Graph
0 likes · 26 min read
Why Is Ontology Making a Renaissance? A 1990s Concept Revived by Palantir and AI Engineers
AI Large-Model Wave and Transformation Guide
AI Large-Model Wave and Transformation Guide
Aug 24, 2026 · Industry Insights

How Ontology Platforms Bridge Data, Business, and AI as a Semantic Foundation

The article explains what an ontology platform is, why enterprises need it to close the semantic gap between data and business, evaluates core technical capabilities, reviews the market landscape, and offers a step‑by‑step selection guide for building a robust Data+AI semantic infrastructure.

Data+AIKnowledge GraphLLM Integration
0 likes · 17 min read
How Ontology Platforms Bridge Data, Business, and AI as a Semantic Foundation
AI Large-Model Wave and Transformation Guide
AI Large-Model Wave and Transformation Guide
Aug 24, 2026 · Artificial Intelligence

MOGICK: A Codex‑Style AI Agent that Automates Full‑Cycle Equipment Design

MOGICK, a new high‑level AI agent from Tongyuan SoftControl, combines a Codex‑like natural‑language interface with an Agent engine to autonomously perform requirement analysis, architecture design, geometry modeling, system simulation, and task validation for complex equipment, illustrated by a Mars sampling mission case study.

AI AgentAI maturity modelMOGICK
0 likes · 10 min read
MOGICK: A Codex‑Style AI Agent that Automates Full‑Cycle Equipment Design
AI Large-Model Wave and Transformation Guide
AI Large-Model Wave and Transformation Guide
Aug 23, 2026 · Artificial Intelligence

Why AI Projects Look Great but Perform Poorly? A Practitioner’s Deep Retrospective

The article analyzes why AI projects that shine in proof‑of‑concepts often falter in production, highlighting four core challenges—probabilistic uncertainty, data quality, engineering complexity, and misleading accuracy metrics—and proposes four practical ways to break through these obstacles.

AI deploymentData GovernanceMLOps
0 likes · 13 min read
Why AI Projects Look Great but Perform Poorly? A Practitioner’s Deep Retrospective
AI Large-Model Wave and Transformation Guide
AI Large-Model Wave and Transformation Guide
Aug 21, 2026 · Artificial Intelligence

OntoL Product – Case Study #6: Project Info Query and Risk Analysis

The author recounts a client visit where, after previous unsatisfactory AI deployments, they analyze the client’s existing database schemas, use the OntoL ontology platform together with the Qianwen large‑language model to generate a semantic model for project‑contract‑payment queries, approval tracking, and risk identification, configuring an Oracle data source and customizing DSL functions to enable interactive analysis.

AIOntologyOracle
0 likes · 4 min read
OntoL Product – Case Study #6: Project Info Query and Risk Analysis
AI Large-Model Wave and Transformation Guide
AI Large-Model Wave and Transformation Guide
Aug 21, 2026 · Artificial Intelligence

Why OpenAI’s Open‑Source Codex Harness Could Redefine AI Integration for Developers

OpenAI has open‑sourced the Codex Harness framework, offering a full execution system that lets developers embed AI agents directly into their own tools, backed by benchmark gains, three ready‑to‑use components, and real‑world case studies that illustrate a shift away from generic chat interfaces.

CLICodex HarnessOpenAI
0 likes · 9 min read
Why OpenAI’s Open‑Source Codex Harness Could Redefine AI Integration for Developers