Modern online education is rapidly moving away from primitive multiple-choice testing. Learners no longer benefit from simply selecting “A,” “B,” or “C.” Real understanding appears when students can explain concepts in their own words, formulate ideas, and demonstrate deep comprehension.
This is exactly the approach offered by Botman.one — a platform for creating next-generation intelligent educational courses with AI-powered assessment of open-ended answers.
An important advantage is that the platform can be tested for free, allowing educators and businesses to quickly launch pilot courses and evaluate AI-driven learning assessment without upfront costs.
A New Learning Format: Video + Intelligent Knowledge Assessment
The platform makes it possible to build fully automated educational systems:
- Upload educational videos
- Add text materials
- Create assessment questions
- Evaluate answers using AI
- Automatically recommend materials for revision
Unlike traditional LMS systems limited to multiple-choice tests, students here answer in free-form text while artificial intelligence analyzes:
- correctness;
- completeness;
- key semantic elements;
- inaccuracies and mistakes;
- depth of understanding.
Why Traditional Tests Are Becoming Obsolete
Traditional testing has major limitations:
- students can guess answers;
- it evaluates memory rather than understanding;
- it cannot measure depth of knowledge;
- it fails to identify conceptual gaps.
For example, the question:
“What type of state is Russia according to the Constitution?”
In a standard test, students simply choose the correct option.
But real understanding is demonstrated when learners formulate the answer independently:
“Russia is a democratic federal law-based state with a republican form of government.”
This type of response can be analyzed by neural networks on Botman.one.
How AI-Based Answer Assessment Works
The course author or instructor defines:
- the reference answer;
- the question;
- grading rules.
The prompt builder then automatically creates a request for the neural network and inserts the student’s answer into the prompt.
Example of an AI Assessment Prompt
According to Article 1 of the Constitution, the Russian Federation — Russia is a democratic federal law-based state with a republican form of government.
Check the answer to the following question:
“What type of state is Russia? Specify the form of government, territorial structure, and political system according to Article 1 of the Constitution of the Russian Federation.”
Answer:
\answer\
Output only one digit.
If the answer is completely correct — “3”.
If the answer is completely incorrect — “0”.
If the answer is partially correct or incomplete — “2”.
The \\answer\\ field is dynamic. Before sending the request to the neural network, the platform automatically inserts the student’s response into this placeholder.
For example:
“Russia is a federal state with a republican form of government.”
The AI compares the answer with the reference text and determines that:
- not all characteristics are mentioned;
- the concept of a “democratic law-based state” is missing;
- the answer is only partially correct.
The system then returns:
2
Connecting Different AI Models Through Proxy API
Botman.one supports integration with multiple neural networks through Proxy API.
This is especially convenient for users in Russia and CIS countries because Proxy API allows payments for AI APIs in rubles.
This enables easy access to:
- advanced AI models for educational assessment;
- text analysis neural networks;
- language models for content generation;
- intelligent learning assistants.
The approach removes complications related to international payments and significantly simplifies AI adoption in educational projects.
Advantages of This Approach
1. Evaluation of Real Understanding
Students do not guess answers — they explain concepts in their own words.
This allows assessment of:
- conceptual understanding;
- ability to explain material;
- analytical thinking;
- depth of knowledge retention.
2. Automation for Educators
The neural network automatically handles:
- answer checking;
- completeness analysis;
- preliminary grading;
- recommendations for revision.
This is especially valuable for:
- online schools;
- corporate training;
- universities;
- large-scale educational programs.
3. Personalized Learning
If an answer is incomplete or incorrect, the course can automatically:
- show the required video lesson;
- provide links to specific course sections;
- suggest revision materials;
- recommend additional resources.
For example:
“You did not fully explain the characteristics of a law-based state. Please review Lesson 2.3 ‘Foundations of the Constitutional System.’”
This transforms the platform from a simple testing system into an intelligent digital instructor.
How to Build a Course on Botman.one
Step 1. Upload Educational Materials
The platform supports:
- video lessons;
- text instructions;
- presentations;
- documents;
- external links.
Step 2. Create Open-Ended Questions
After studying the material, students answer open-ended questions such as:
- “Explain the principle of separation of powers.”
- “Describe the characteristics of a federal state.”
- “Summarize Article 1 of the Russian Constitution.”
Step 3. Configure the Prompt
The prompt builder allows instructors to define:
- the reference answer;
- grading criteria;
- result format;
- evaluation rules.
The system can support:
- point-based grading;
- percentage evaluation;
- completeness analysis;
- terminology checks;
- semantic error detection.
Step 4. Automated AI Assessment
After submission:
- the system generates the prompt;
- inserts the student’s answer;
- sends the request to the neural network;
- receives the assessment;
- launches the required scenario.
Corporate Training Opportunities
This approach is highly effective for corporate learning.
Companies can create courses for:
- employee onboarding;
- compliance training;
- regulation assessment;
- certification programs;
- sales education;
- operator and manager training.
AI can evaluate not only memorization but also actual understanding of company standards and procedures.
The Future of Online Education
The integration of neural networks into educational platforms is transforming the entire learning process.
Modern AI-powered courses can:
- analyze student thinking;
- identify weak areas;
- personalize learning paths;
- conduct intelligent dialogue;
- provide tailored recommendations.
Botman.one already makes it possible to build such intelligent educational systems without developing complex AI infrastructure from scratch.
Conclusion
Botman.one enables the creation of next-generation educational courses where artificial intelligence becomes a full-fledged knowledge assessment tool.
Instead of primitive tests, students answer in their own words while AI:
- evaluates meaning;
- compares answers with reference content;
- measures completeness;
- identifies mistakes;
- recommends revision materials.
At the same time, the platform can be tested for free, while integration with multiple neural networks through Proxy API makes AI technologies accessible and convenient, including payments in rubles.
This approach makes online education significantly more intelligent, flexible, and closer to real human teaching.