Artificial Intelligence Policy

This Artificial Intelligence (AI) Policy (“Policy”) outlines MrLikhon.com’s approach to the use, disclosure, and governance of artificial intelligence technologies on the Website and in our services. This Policy applies to all content, tools, features, and services that incorporate or utilize AI technologies.

By accessing or using MrLikhon.com, you acknowledge that you have read and understood this AI Policy and agree to be bound by its terms. If you do not agree with this Policy, please discontinue your use of the Website.

2. Scope of AI Usage

2.1 AI Technologies Used

MrLikhon.com may utilize various artificial intelligence and machine learning technologies, including but not limited to:

• Generative AI: Large Language Models (LLMs) such as ChatGPT, Claude, Gemini, or similar models
• Machine Learning: Algorithms that learn from data to make predictions or recommendations
• Natural Language Processing (NLP): Technology for understanding and processing human language
• Computer Vision: AI systems that analyze images and visual content
• Recommendation Engines: AI systems that suggest products, content, or services based on user behavior
• Chatbots and Virtual Assistants: AI-powered conversational tools
• Data Analysis Tools: AI systems that analyze large datasets for insights
• Content Moderation: AI systems that filter spam, inappropriate content, or abuse
• Automated Decision-Making: AI systems that make or assist in making decisions
• Other AI Technologies: Any emerging or evolving AI technologies we may adopt

2.2 Applications of AI

AI technologies may be used for:

• Content creation, editing, and optimization
• Customer service and support
• Personalization and recommendation
• Data analysis and reporting
• Security and fraud detection
• Automation of routine tasks
• Search functionality and ranking
• Accessibility improvements
• Quality assurance and testing
• Business analytics and insights

3. Disclosure of AI Usage

3.1 Transparency Commitment

We are committed to transparent disclosure of AI usage. Where AI is used to create, modify, or present content, we will disclose this usage in accordance with this Policy and applicable regulations.

3.2 AI-Generated Content Disclosure

Blog Posts and Articles: When AI is used to generate, substantially contribute to, or significantly assist in creating blog posts, articles, or written content, this will be disclosed with a statement such as:

• “This content was created with AI assistance”
• “This article was generated using AI technology”
• “AI-assisted content”

Product Descriptions: When product descriptions or specifications are generated or modified using AI, this may be disclosed through:

• A disclosure tag or label on the product page
• A note indicating “AI-generated description”
• Clear identification in the product information

Visual Content: When images, graphics, or visual content are created using AI (such as AI image generators), this will be disclosed as:

• “AI-generated image”
• “Created using AI art generation”
• Clear labeling of AI-created visual content

Video and Multimedia: When videos, voiceovers, or multimedia content incorporate AI-generated elements, this will be disclosed appropriately.

3.3 AI-Assisted Services

When AI tools assist in providing services (such as customer support, recommendations, or analysis), users will be informed:

• That an AI system may be involved in processing their request
• How their information will be used by the AI system
• Whether a human can review or override AI decisions

4. Quality and Accuracy Standards

4.1 Content Quality Assurance

While AI can enhance efficiency and productivity, we maintain quality standards for all content:

• Human Review: Content created or significantly modified by AI undergoes human review before publication
• Accuracy Verification: Factual claims in AI-generated content are verified for accuracy
• Bias Mitigation: Content is reviewed for potential biases, stereotypes, or inappropriate assumptions
• Originality Check: AI-generated content is checked for plagiarism and proper attribution
• Compliance Review: AI-generated content is reviewed for compliance with laws and policies

4.2 Limitations of AI

We acknowledge the limitations of AI technology:

• Potential for Errors: AI systems can make mistakes, produce inaccurate information, or misunderstand context
• Hallucinations: AI models may generate plausible-sounding but false information
• Outdated Information: AI models are trained on data that becomes outdated over time
• Lack of True Understanding: AI does not possess genuine understanding but rather pattern recognition
• Bias: AI systems can reflect or amplify biases present in training data
• Contextual Limitations: AI may fail to understand nuance, cultural context, or specific circumstances

4.3 User Responsibility

You are responsible for:

• Verifying important information independently
• Not relying solely on AI-generated content for critical decisions
• Conducting additional research for medical, legal, or financial advice
• Reporting inaccuracies or errors in AI-generated content
• Using AI-assisted services appropriately and lawfully

5. Data Privacy and Security

5.1 Data Used by AI Systems

AI systems may process various types of data, including:

• User input and interactions
• Content you provide to the Website
• Publicly available information
• Aggregated and anonymized data
• Device and browser information
• Usage analytics

5.2 Data Protection

We implement measures to protect data used by AI systems:

• Encryption: Data transmitted to and from AI systems is encrypted
• Access Controls: Restricted access to systems containing user data
• Data Minimization: We limit the amount of personal data provided to AI systems
• Retention Limits: Data is not retained longer than necessary
• Third-Party Agreements: We ensure AI service providers have appropriate data protection commitments

5.3 Third-Party AI Services

We may use third-party AI services and platforms. When we do:

• We review their privacy policies and data handling practices
• We ensure they comply with applicable privacy laws
• You may be subject to their terms and privacy policies
• Data shared with third-party AI providers is handled according to their policies

Common Third-Party AI Providers: We may use AI services from providers such as OpenAI, Google, Anthropic, Meta, or similar companies. Please review their privacy policies for information on how they handle data.

5.4 Your Privacy Rights

Your rights regarding data used by AI systems include:

• Right to Know: You can ask what data is being processed by AI systems
• Right to Access: You can request access to data used in AI processing
• Right to Correction: You can correct inaccurate data
• Right to Erasure: You can request deletion of your data (subject to legal obligations)
• Right to Opt-Out: You can decline use of AI services where applicable

For privacy inquiries related to AI, contact privacy@mrlikhon.com.

6. Automated Decision-Making

6.1 Use of Automated Decisions

MrLikhon.com may use AI systems to make or assist in making decisions that affect you, such as:

• Content recommendations or filtering
• Search result ranking
• Account eligibility or restrictions
• Fraud or spam detection
• Access to services or features
• Pricing or promotional offers

6.2 Disclosure and Explanation

When AI systems make significant decisions affecting you:

• We will disclose that automated decision-making is involved
• We will explain the general factors considered by the AI system
• We will provide information on how to request human review

6.3 Human Review

For significant decisions made or substantially influenced by AI, you have the right to:

• Request human review of the decision
• Provide additional information for reconsideration
• Appeal or challenge the decision
• Opt-out of automated decision-making where feasible

To request human review, contact support@mrlikhon.com with details of the decision you wish to challenge.

7. Bias, Fairness, and Ethics

7.1 Commitment to Fairness

We are committed to ensuring AI systems are used fairly and ethically:

• Bias Detection: We monitor AI systems for potential bias based on protected characteristics
• Fairness Testing: AI systems are tested to ensure equitable treatment
• Inclusive Design: AI systems are designed to serve diverse users appropriately
• Regular Audits: We conduct periodic audits of AI system performance and fairness

7.2 Prohibited Uses of AI

We will not use AI for:

• Discrimination based on protected characteristics (race, gender, age, disability, etc.)
• Deceptive practices or misinformation
• Illegal activities or violations of law
• Harassment, abuse, or harm to individuals
• Unauthorized surveillance or privacy violations
• Manipulation or exploitation
• Creating synthetic media (deepfakes) for deceptive purposes without clear disclosure
• Any other unethical or harmful purposes

7.3 Bias Reporting

If you believe AI systems on our Website exhibit bias or unfair treatment, please report this to bias@mrlikhon.com with details of the situation.

8. Transparency and Explainability

8.1 Explanation of AI Decisions

We strive to provide explanations for AI-driven outcomes:

• Recommendation Explanations: When AI recommends content or products, we provide reasons when possible
• Content Ranking: We explain factors that influence search rankings and content visibility
• Filtering Decisions: When content is filtered or removed by AI, we explain the reasons
• Moderation Actions: When AI systems flag or remove content, we provide explanations

8.2 Limitations on Explainability

Some AI systems (“black box” models) do not provide clear explanations for their decisions. In such cases:

• We will disclose that the system cannot provide detailed explanations
• We will describe the general purpose and function of the system
• We will provide alternative ways to address concerns (such as human review)

9. AI-Generated Content and Intellectual Property

9.1 Ownership of AI-Generated Content

Content Created by Us: Content generated by MrLikhon.com using AI tools is our intellectual property, subject to terms of use and applicable licenses.

Content You Create: If you use AI tools provided through our Website to create content, you retain ownership of that content, subject to:

• Our terms of service for using the tools
• Any licensing terms of the underlying AI model
• Applicable intellectual property laws

9.2 Training Data and Copyright

Our AI Systems: When we use third-party AI models (such as ChatGPT), those models have been trained on data in accordance with their developers’ policies. We do not control how those models were trained.

User Content: We do not use your personal information or content to train our AI systems without your consent, except as necessary for service provision.

9.3 Attribution and Citations

When AI-generated content includes information from external sources:

• We strive to ensure proper attribution
• We disclose when sources are summarized or paraphrased
• We provide citations where appropriate
• We verify that sources are accurately represented

10. AI Chatbots and Virtual Assistants

10.1 Disclosure of AI Nature

If we offer AI chatbots or virtual assistants:

• Users will be clearly informed they are interacting with an AI system, not a human
• Disclosure will be evident at the beginning of the conversation
• Users can request to speak with a human representative

10.2 Limitations of AI Chatbots

Users should be aware:

• AI chatbots may not understand complex queries or context
• Responses may not be accurate or appropriate for all situations
• AI chatbots should not be relied upon for critical advice (medical, legal, financial)
• For urgent or serious matters, users should contact human support

10.3 Data from Chatbot Conversations

Information provided to our AI chatbots:

• May be used to improve the chatbot
• May be stored in accordance with our Privacy Policy
• Will not be shared with third parties without consent (except as required by law)
• Can be deleted upon request

For concerns about chatbot data, contact privacy@mrlikhon.com.

11. Generative AI and Content Creation

11.1 Use of Generative AI

We may use generative AI models to:

• Create draft content for articles, descriptions, or communications
• Generate ideas and suggestions
• Optimize or improve existing content
• Translate content into different languages
• Summarize information
• Create multimedia content

11.2 Responsibility and Verification

Regardless of how content is generated:

• We are responsible for all content published on our Website
• Content is verified for accuracy and appropriateness before publication
• We ensure compliance with all policies and applicable laws
• We make necessary corrections or clarifications

11.3 User-Created Content with AI

If you use AI tools to create content on our Website (such as in comments, reviews, or user posts):

• You remain responsible for the accuracy and appropriateness of that content
• You must comply with all policies regarding content creation
• You must disclose that content was created or significantly assisted by AI
• You represent that you have the right to use the AI-generated content

12. AI and Accessibility

12.1 AI for Accessibility Improvements

We may use AI to enhance accessibility:

• Automatic alt text generation for images
• Automatic captions for videos
• Text-to-speech synthesis
• Language translation
• Content restructuring for accessibility

12.2 Limitations and Manual Alternatives

While AI-powered accessibility features are helpful:

• They may not be perfect and should be supplemented with human review
• Manual accessibility options remain available
• Users can provide feedback on accessibility issues
• We remain committed to accessibility standards regardless of AI use

For accessibility concerns, contact accessibility@mrlikhon.com.

13. AI and Content Moderation

13.1 Automated Content Moderation

We use AI systems to help moderate user-generated content:

• Detecting spam and unsolicited commercial messages
• Identifying harmful, abusive, or inappropriate content
• Flagging potential violations of our policies
• Protecting against fraud and malicious activities

13.2 Human Review

AI moderation decisions are subject to human review:

• Content flagged by AI is reviewed by human moderators
• Users can appeal moderation decisions
• False positives and errors are corrected
• Transparent appeals processes are available

13.3 User Appeals

If your content is removed or restricted by AI moderation:

• You will be notified of the action and reason
• You can submit an appeal with additional context
• A human moderator will review your appeal
• We will reinstate content if the removal was erroneous

To appeal a moderation decision, contact support@mrlikhon.com.

14. Transparency Reports and Accountability

14.1 AI Transparency Reporting

We are committed to transparency regarding our AI practices:

• We publish information about our AI systems and their usage
• We report on AI-related incidents or issues
• We provide statistics on AI-driven decisions and outcomes
• We communicate changes to AI systems and policies

14.2 Regular Audits

We conduct regular audits of AI systems:

• Performance and accuracy evaluations
• Bias and fairness assessments
• Security and privacy reviews
• Compliance with policies and regulations
• Impact assessments on users

14.3 Public Accountability

MrLikhon.com remains accountable to users:

• We accept feedback on AI systems and practices
• We investigate complaints and concerns
• We make adjustments based on user feedback
• We publish information about changes made

15. Regulatory Compliance

15.1 Bangladesh AI and Data Protection

Our AI practices comply with:

• Bangladesh Personal Data Protection Act (BDPPA)
• Bangladesh Consumer Protection Act 2009
• Bangladesh Information Technology Act 2006
• Other applicable Bangladesh laws and regulations

15.2 GDPR Compliance (International Users)

For European Union users, our AI practices comply with:

• General Data Protection Regulation (GDPR) requirements for automated decision-making
• Right to explanation and human review
• Consent requirements for data processing
• Data subject rights and protections

15.3 International Standards

We follow international best practices and standards:

• ISO/IEC standards for AI
• IEEE ethics guidelines for autonomous systems
• UNESCO Recommendations on AI Ethics
• Industry best practices and standards

16. User Rights and Choices

16.1 Opt-Out of AI Features

Where feasible, users can:

• Opt-out of AI personalization and recommendations
• Decline use of AI chatbots (request human support instead)
• Request that AI systems not process certain data
• Choose non-AI alternatives for services

To manage AI preferences, visit your account settings or contact privacy@mrlikhon.com.

16.2 Data Subject Rights

You have the right to:

• Know if and how AI systems process your data
• Request access to data used in AI processing
• Request correction of inaccurate data
• Request deletion of your data
• Object to certain AI processing
• Request human review of AI decisions
• Lodge complaints with relevant authorities

16.3 Contact Information

For questions, concerns, or to exercise your rights regarding AI:

Email: ai-policy@mrlikhon.com
Privacy Inquiries: privacy@mrlikhon.com
Support: support@mrlikhon.com
Complaints: complaints@mrlikhon.com

17. Future AI Technologies

17.1 Emerging Technologies

As AI technology evolves, we may adopt new technologies such as:

• Advanced machine learning models
• Multimodal AI systems (combining text, images, audio, video)
• Federated learning systems
• Quantum computing-enhanced AI
• Other emerging AI technologies

17.2 Policy Updates

As AI technology and regulations evolve, we will update this Policy:

• We will notify users of significant changes
• We will maintain transparency about new AI applications
• We will continue to prioritize user rights and safety

18. Limitations and Disclaimers

18.1 No Guarantees

We do not guarantee:

• Accuracy of AI-generated content
• Fairness or absence of bias in AI systems
• Security or absence of vulnerabilities
• Compliance with all conceivable regulations
• That AI systems will function without errors

18.2 Liability

MrLikhon.com is not liable for:

• Errors or inaccuracies in AI-generated content
• Decisions made based on AI recommendations
• Biases or unfair treatment by AI systems
• Data breaches involving AI systems
• Any damages arising from AI use

Users assume all risks associated with AI systems on the Website.

18.3 User Responsibility

You are responsible for:

• Verifying AI-generated information independently
• Not relying solely on AI systems for critical decisions
• Providing accurate information to AI systems
• Using AI systems lawfully and ethically
• Reporting AI-related issues and concerns

19. Contact Information

For questions, concerns, or inquiries regarding this AI Policy:

AI Policy Inquiries:
Email: ai-policy@mrlikhon.com

Privacy Concerns:
Email: privacy@mrlikhon.com

Bias or Fairness Issues:
Email: bias@mrlikhon.com

Accessibility with AI:
Email: accessibility@mrlikhon.com

General Support:
Email: support@mrlikhon.com

Mailing Address:
MrLikhon.com
Dhaka, Bangladesh

20. Related Policies

This AI Policy should be read in conjunction with:

• Terms and Conditions
• Privacy Policy
• General Disclaimer
• Affiliate Disclaimer
• Cookie Policy
• Content Moderation Policy
• Acceptable Use Policy

21. Changes to AI Policy

We reserve the right to modify this AI Policy at any time. Changes become effective immediately upon posting. Significant changes will be communicated to users.

Your continued use of the Website after changes constitutes your acceptance of the modified Policy.

22. Acknowledgment

By using MrLikhon.com, you acknowledge that:

• You have read and understood this AI Policy
• You understand that AI systems are used on the Website
• You understand the limitations and risks of AI
• You accept all terms and conditions of this AI Policy
• You understand your rights regarding AI-generated content and decisions