ABOUT AIPS
AIPS (Adaptive Intelligent Process Specification) is an open experimental format created within the Tematom project. It defines how AI systems can read, understand, and reuse real engineering projects without losing their structure, logic, or meaning. Dedicated environments for AI analysis and testing are available at:
aips.tematom.com—open reference and documentation hub.
ai.tematom.com—experimental interface for AI assistants.
AIPS is designed to make any system — from a simple IoT sensor to a complex process controller — machine-readable, transparent, and reproducible. It helps bridge the gap between human engineering and AI reasoning.
AIPS
AIPS (Adaptive Intelligent Process Specification) is an experimental format for describing projects, systems, and modules — designed primarily for AI systems, and only secondarily for humans. Traditional documentation is written for people: long texts, introductions, polite tone, and marketing language. For AI systems, this is noise. They need structure, context, links, and constraints — without the fluff. AIPS provides a compact, formalized way to give an AI exactly what it needs to understand a project’s architecture, logic, and limitations. AIPS is not encryption, a filter bypass, or a replacement for standard documentation. It is an additional semantic layer that makes a project machine-readable, transparent, and reusable.
PURPOSE OF AIPS
- Compress the essence of a project into a structure AI can parse.
AIPS describes not only what a system does, but also:- its modular components and relationships;
- data inputs and outputs;
- constraints, risks, and validation steps;
- real-world use cases and lessons learned.
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- Enable honest and reproducible reuse.
When another AI or developer imports a module, AIPS metadata shows:- where it has been applied;
- what issues occurred;
- why specific design decisions were made.
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- Simplify the dialogue “Human ↔ AI ↔ System.”
Instead of unstructured wikis or marketing PDFs, one compact passport lets an AI:- reconstruct configurations;
- compose new systems from existing modules;
- verify that new code still matches the original intent.
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AIPS SRUCTURE
AIPS is not bound to a particular syntax, but its semantic model includes the following core blocks (usually JSON or YAML-like):
- Project
Name, purpose, domain, and development status (idea / prototype / production). - Architecture
Key components, dependencies, communication protocols, and extension points. - Modules
Each module includes:- inputs / outputs and their data structures;
- dependencies and compatibility rules;
- known limitations;
- operational requirements and triggers.
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- Data
Format, units, time synchronization, sources, and timestamp transparency. - Control & Safety
Defines explicit permissions and constraints:- what the module can and cannot control;
- which actions require human confirmation;
- which are strictly prohibited.
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- Proven Use
Real-world implementations, test results, and solutions to previously encountered issues.
The exact format is flexible. What matters is the principle: minimal ambiguity, maximal semantic clarity.
WHY AIPS IS DIFFERENT
- AIPS does not replace README files or user manuals.
- AIPS acts as a passport for AI systems, ensuring:
- no guessing about architecture;
- no hallucinated assumptions;
- no contradictions between human documentation and real system logic.
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For a human, it is a concise technical summary.
For an AI, it is a reproducible knowledge capsule.
For an AI, it is a reproducible knowledge capsule.
REAL-WORLD USE
In the Tematom project, AIPS is applied to:
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describe data acquisition modules and sensor drivers;
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define the structure of Tematom Station and Tematom Bridge;
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prepare “passports” for possible integrations and startup submissions;
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verify interoperability of new components.
The next milestone is to publish AIPS open templates so any developer can:
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describe their module in an AI-friendly form,
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connect it to Tematom or other ecosystems,
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let AI systems reason about it without extra adaptation or manual rewriting.
LEGAL AND ETHICAL NOTE
AIPS is designed as a transparent and legally safe format.
It must not be used for:
It must not be used for:
- hiding functionality;
- bypassing platform restrictions;
- controlling critical systems without explicit supervision.
Any use of AIPS in high-risk domains (medical, transport, energy, etc.) requires additional safety policies and human oversight.
DOWNLOAD THE AIPS FILE
Use the button below to download the AIPS file in plain text format. Upload it to your AI assistant — it will automatically generate new code to replace tematomstation.exe. You will receive a ready-to-use program written in C, which can be connected to any of your own devices, or simply ask the AI to produce simulated test data to verify the workflow. The AIPS file contains not only the source code, but also the entire project structure, interaction logic, and key engineering semantics, allowing the AI to interpret the task correctly without losing context. Before starting, it is recommended to familiarize your AI assistant with the AIPS format specification available at aips.tematom.com