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A Companion Booklet
For Explorance World 2025 Keynote on MLY
Introduction
In a world increasingly shaped by artificial intelligence, the need for responsibility is not optional — it is urgent. This companion booklet is designed to accompany the keynote session titled "The Future of MLY – Part II: Intelligence Beyond Questions", and it focuses on the foundational principles of Responsible AI (RAI).
These principles serve as ethical and operational guardrails to ensure that AI remains a force for good, not harm. Whether AI is helping a teacher understand student feedback or assisting an HR leader in surfacing insights, its use must always be grounded in trust, safety, fairness, and transparency.
Some Numbers
13.75M
Survey Reports Generated
1000
Years of Feedback Analytics
22.75M
People Heard
Trustworthy Decision Support: A Cross-Principle Foundation
What It Means
When AI is used not to automate actions but to influence or guide human decisions, the reliability, explainability, and contextual fidelity of its insights become paramount.
What It Encompasses
- Ensuring AI-generated insights are evidence-based and auditable
- Providing contextual metadata (confidence scores, provenance, supporting rationale)
- Aligning AI outputs with domain-specific knowledge
- Distinguishing between high-confidence and low-confidence recommendations
Key Safeguards
- Reliability testing for insight generation models
- Human-in-the-loop review for high-stakes decisions
- Transparent labeling of system certainty
- Alerting users when insight is based on limited data
Agenda example
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"Technology reveals character. AI does not replace our judgment — it reflects it."
| ticket type |
Super Early-Bird Expires January 15, 2024 |
Early-Bird Expires April 15, 2024 |
Full Price Expires June 17, 2024 |
|---|---|---|---|
| Conference Passes | |||
| Conference Pass: Single |
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|
$895
$599
|
$895 |
|
Conference Pass: Group of 3*
Buy 2 – get 3rd one free
|
$1,198
$1,098
|
$1,790
$1,198
|
$1,790 |
| Learning Bundles | |||
|
Learning Bundle: Conf Pass + Blue Expert Certification
(BEC)
|
$3,550
$3,550
|
$3,800
$3,800
|
$5,845 |
|
Learning Bundle: Conf Pass + Blue Report Master
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|
$3,550 |
$3,800 |
$5,845 |
Buy 2 – get 3rd one free
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Learning Bundle: Conf Pass + Blue Report Master Certification (BRMC)
Conclusion
Artificial intelligence is the most powerful technology of our time — not because of what it can do, but because of what we choose to do with it.
The stories in this booklet show us a simple truth: AI doesn't go wrong because it's intelligent. It goes wrong because it's careless, ungoverned, or unchecked.
As builders, users, and stewards of AI, we must resist the temptation to blindly trust and instead build systems that earn our trust — through transparency, responsibility, and human-centered values.
MLY was born from this commitment. It is not just a platform for understanding feedback — it is a model for what responsible decision support can look like in action.
Let's make it so.
| ticket type | Super Early-Bird Expires January 15, 2024 | Early-Bird Expires April 15, 2024 | Full Price Expires June 17, 2024 |
|---|---|---|---|
| Conference Passes | |||
| Conference Pass: Single | $599 $499 | $895 $599 | $895 |
| Conference Pass: Group of 3* Buy 2 – get 3rd one free | $1,198 $1,098 | $1,790 $1,198 | $1,790 |
| Learning Bundles | |||
| Learning Bundle: Conf Pass + Blue Expert Certification (BEC) | $3,550 $3,550 | $3,800 $3,800 | $5,845 |
| Learning Bundle: Conf Pass + Blue Report Master Certification (BRMC) | $3,550 | $3,800 | $5,845 |
Buy 2 – get 3rd one free
Learning Bundle: Conf Pass + Blue Expert Certification (BEC)
Learning Bundle: Conf Pass + Blue Report Master Certification (BRMC)
| ticket type | Super Early-Bird Expires November 30, 2025 Sold out
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Early-Bird Expires February 27, 2026 |
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