Training Disclaimer

Important Notice

Results may vary based on effort and application

Training provides implementation techniques but does not guarantee specific career outcomes, project success, or skill mastery beyond program completion.

This disclaimer clarifies limitations of training provided by Menalyviona and establishes reasonable expectations about outcomes, applicability, and participant responsibilities when applying learned techniques professionally.

General Program Disclaimer

Training focuses on AI implementation techniques as practiced in 2026. Technology evolves rapidly and approaches taught may become outdated as tools and best practices change. Participants are responsible for staying current with developments after training concludes. We update curriculum regularly but cannot guarantee content reflects absolute cutting-edge practices at any specific moment.

Limitations of Liability

Menalyviona is not liable for consequences resulting from applying training content inappropriately or beyond participant expertise:

Production system failures resulting from improper implementation of techniques covered in training.

Employment decisions made by third parties based on skills claimed after training completion.

Project delays or cost overruns when applying AI solutions to problems requiring different approaches.

Data breaches or security incidents resulting from inadequate operational security practices.

Information Accuracy and Currency

Training content reflects instructors' professional experience and understanding of current best practices. We make reasonable efforts to ensure technical accuracy but cannot guarantee every detail remains correct as tools and libraries update frequently. Participants should verify critical implementation details using official documentation from relevant technology providers.

Code examples work with library versions specified in training materials but may require adjustments for newer releases. Breaking changes in dependencies occasionally occur between curriculum updates.

Not Professional Advice

Training provides technical education about AI implementation approaches. It does not constitute professional advice regarding specific business decisions, project feasibility, or resource allocation for particular use cases. Participants should evaluate applicability to their situations and consult appropriate experts for business-critical decisions. Results may vary.

External Resources

Training materials reference external documentation, libraries, and tools maintained by third parties. We do not control these external resources and are not responsible for their accuracy, availability, or changes after training concludes. Links may break as external sites reorganize or discontinue content.

No Guarantee of Outcomes

Training teaches implementation techniques but outcomes depend heavily on participant effort, prior experience, and application context. We make no guarantees regarding employment opportunities, project success rates, or skill mastery levels achieved. Some participants deploy systems successfully during training while others require additional practice. Results may vary.

Individual Results Will Vary

Participants enter training with different backgrounds, learning speeds, and time availability for practice work. These factors significantly impact outcomes. Testimonials and statistics represent specific individuals' experiences and should not be interpreted as typical or guaranteed results. Your outcomes will differ based on your circumstances. Results may vary.

No Financial Promises

We make no representations about financial outcomes from applying training content:

Training costs represent educational expenses, not certain returns from future employment or consulting work.

Salary increases or consulting rates depend on many factors beyond technical skills covered in training.

Business value generated by deployed AI systems varies dramatically based on implementation quality and use case fit.

Jurisdictional Limitations

This disclaimer is governed by laws of British Columbia, Canada:

Training content reflects practices common in Canadian business environments. Regulatory requirements, industry standards, and legal frameworks differ across jurisdictions. Participants working in other regions are responsible for ensuring compliance with local regulations when deploying AI systems professionally.

Where local laws conflict with these terms, applicable local laws prevail to the minimum extent required.

Participants must verify that AI implementations comply with privacy regulations, industry standards, and professional requirements in their jurisdictions.

Indemnification

Participants agree to indemnify Menalyviona against claims arising from their use of training content. This includes claims related to systems deployed using techniques learned during training, employment disputes involving skills claimed based on training completion, or intellectual property issues from applying examples without proper modification for production use. Results may vary.

Severability

If any provision of this disclaimer is found unenforceable, remaining provisions continue in full effect. Unenforceable provisions will be modified minimally to become enforceable while preserving original intent, or removed entirely if modification is not possible.

Changes

We may update this disclaimer to reflect program changes or legal requirements. Updates apply to future training cohorts rather than participants already enrolled. Material changes are communicated via email to registered participants. Continued participation constitutes acceptance of updated disclaimer terms.

Questions

Contact our administration team for clarification about this disclaimer or its application to specific situations.

Email: content@menalyviona.world

Phone: +1 (869) 901-6414

Address: 204 Saint-Sacrement Street, Montreal, QC H2Y 3S7 Canada

Effective Date: April 22, 2026

Last Updated: April 22, 2026