NKTg AI

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Language Decoding System
Measure semantic structure. Extract Core Content. Support better decisions.
Overview

NKTg AI is a deterministic Language Decoding System that measures the semantic structure of text to identify its Core Content.

Unlike traditional AI summarization systems, NKTg AI does not generate new information or rewrite documents. Instead, it analyzes the internal semantic structure of a text and extracts the sentence that carries the highest semantic energy.

The system is designed for decision support across business, legal, finance, healthcare, journalism, education, scientific research, government, auditing, and project management.
Key Features

Deterministic semantic analysis
Core Content extraction
AMP / DAMP / STABLE text classification
Semantic Energy measurement
55% Threshold evaluation
Decision-support oriented analysis
Privacy-first architecture
Browser-based execution
Lightweigh

Features

  • NKTg AI Language Decoding System Measure semantic structure. Extract Core Content. Support better decisions.
  • Overview NKTg AI is a deterministic Language Decoding System that measures the semantic structure of text to identify its Core Content. Unlike traditional AI summarization systems, NKTg AI does not generate new information or rewrite documents. Instead, it analyzes the internal semantic structure of a text and extracts the sentence that carries the highest semantic energy. The system is designed for decision support across business, legal, finance, healthcare, journalism, education, scientific research, government, auditing, and project management.
  • Official Resources Resource Link 🌐 Official Website https://nktg.org πŸ“š NKTg AI Help Center https://help.nktg.org
  • Repository Distribution NKTg AI is officially distributed across multiple public source code hosting platforms to improve availability, long-term preservation, redundancy, and global accessibility. Platform Repository GitLab https://gitlab.com/NKTgAI/NKTgAI Hugging Face https://huggingface.co/NKTgAI/NKTgAI Gitea https://gitea.com/NKTgAI/NKTgAI Codeberg https://codeberg.org/NKTgAI/NKTgAI Bitbucket https://bitbucket.org/nktgai/nktgai/src/main/ Launchpad https://launchpad.net/nktgai SourceForge https://sourceforge.net/projects/nktgai/ SourceHut https://git.sr.ht/~nktgai/NKTgAI RocketGit https://rocketgit.com/NKTgAI/NKTgAI Framagit https://framagit.org/NKTgAI/NKTgAI Disroot Git https://git.disroot.org/NKTgAI/NKTgAI
  • Key Features Deterministic semantic analysis Core Content extraction AMP / DAMP / STABLE text classification Semantic Energy measurement 55% Threshold evaluation Decision-support oriented analysis Privacy-first architecture Browser-based execution Lightweight and fast No backend required Core Concepts NKTg AI is built around several core concepts: Core Content β€” the sentence carrying the highest semantic energy. Semantic Energy β€” measurement of semantic density within a document. AMP Text β€” action-oriented semantic pattern. DAMP Text β€” analysis-oriented semantic pattern. STABLE Text β€” balanced semantic pattern. 55% Threshold β€” semantic classification criterion. Extraction β€” identifying the Core Content from a document. Addition β€” expanding information while preserving semantic consistency. Decision Support β€” helping users identify the most important information for decision-making.
  • Project Structure . β”œβ”€β”€ index.html # NKTg AI β”œβ”€β”€ logo_NKTgAI.png # NKTg AI Logo β”‚ β”œβ”€β”€ what-is-nktg-ai.html # What is NKTg AI? β”œβ”€β”€ core-content-example.html # What is Core Content? A worked example β”œβ”€β”€ amp-text-definition.html # AMP Text Definition β”œβ”€β”€ damp-text-definition.html # DAMP Text Definition β”œβ”€β”€ stable-text-definition.html # STABLE Text Definition β”œβ”€β”€ threshold-55-usage.html # How to use NKTg AI's 55% threshold β”‚ β”œβ”€β”€ nktg-ai-extraction.html # How to use the Extraction feature β”œβ”€β”€ nktg-ai-addition.html # How to use the Addition feature β”œβ”€β”€ nktg-ai-algorithm.html # What is NKTg AI's algorithm built on? β”‚ β”œβ”€β”€ nktg-ai-applications.html # NKTg AI for Decision Support β”œβ”€β”€ nktg-ai-business-management.html # Using NKTg AI in Business Management β”œβ”€β”€ nktg-ai-legal-application.html # Using NKTg AI in Legal Work β”œβ”€β”€ nktg-ai-government-administration.html # Using NKTg AI in Government & Public Administration β”œβ”€β”€ nktg-ai-credit-application.html # Using NKTg AI in Credit Analysis β”œβ”€β”€ nktg-ai-healthcare-application.html # Using NKTg AI in Healthcare β”œβ”€β”€ nktg-ai-journalism-application.html # Using NKTg AI in Journalism β”œβ”€β”€ nktg-ai-research-application.html # Using NKTg AI in Research β”œβ”€β”€ nktg-ai-education-application.html # Using NKTg AI in Education β”œβ”€β”€ nktg-ai-audit-compliance.html # Using NKTg AI in Audit & Compliance β”œβ”€β”€ nktg-ai-project-management.html # Using NKTg AI in Project Management β”‚ β”œβ”€β”€ nktg-ai-profile-management.html # Managing Your Profile β”œβ”€β”€ nktg-ai-account.html # Managing Your Account β”œβ”€β”€ nktg-ai-plan.html # Managing Your Plan β”œβ”€β”€ nktg-ai-plus.html # NKTg AI Plus β”œβ”€β”€ nktg-ai-pro.html # NKTg AI Pro β”œβ”€β”€ nktg-ai-language.html # Changing Interface Language β”œβ”€β”€ nktg-ai-contact.html # Contact Support β”œβ”€β”€ nktg-ai-limitations.html # Limitations to Keep in Mind β”œβ”€β”€ nktg-ai-privacy.html # Privacy & Data Handling β”‚ └── README.md
  • Applications NKTg AI supports semantic analysis and decision-making across many domains, including: Business Management Legal Work Government & Public Administration Credit Analysis Healthcare Journalism Scientific Research Education Audit & Compliance Project Management Privacy NKTg AI is designed with a privacy-first architecture. The application runs entirely inside the user's browser. User documents are processed locally and are not transmitted to external servers by the application itself. Browser Compatibility Compatible with modern browsers including: Google Chrome Microsoft Edge Mozilla Firefox Safari Documentation Complete documentation is available at: NKTg AI Help Center https://help.nktg.org Official Website Visit the official NKTg AI website: https://nktg.org Contact Website: https://nktg.org Documentation: https://help.nktg.org Email: contact@nktg.org License Copyright Β© NKTg AI. All rights reserved.

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Registered

2026-07-14