Ethical Innovations Principles and Practice

I value and integrate all voices for the greater good of the whole.  I recognize that solutions built without input – especially from marginalized or non-traditional groups – are inherently incomplete and prone to causing unintended harm.

In practice:

  • Design iterations do not proceed without feedback from all learners, including individuals with diverse accessibility needs and those from non-traditional learning backgrounds, such as adult learners.
  • An ethical failure is the realization that a critical voice was absent from the design or feedback process; if noticed, the development process should pause. I should be transparent about the oversight and seek the missing cohort’s input before design continues.

I uphold learner trust through absolute transparency, never coercion. I will honor the vulnerability required for deep, meaningful learning by providing clear and accessible controls over shared information.

  • Any data-gathering component must be easily explained to the user in simple, accessible language before they interact with it. 
  • Before launching any feature, it must pass an integrity test: Does this feature distort the learner’s actual progress or the educational outcome to boost a short-term metric like engagement or retention? If so, it should be immediately abandoned.

I create non-negotiable boundaries to protect the sanctity of learner effort and exploration. Real learning is messy and complicated to measure. Complexity cannot be sacrificed for efficiency.

  • I would refuse to implement a system that scores a creative writing assignment by detecting keywords and penalizing deviation. 
  • I would also reject the use of a gamification system that offers a reward linked to time on task or completion of steps rather than genuine skill demonstration, which protects the student’s understanding of their own growth.

I pledge to always advocate for a human-centered approach. I will evaluate how and if new technologies can be meaningfully passed along to the learner.

  • I will always advocate for, and design systems to facilitate, genuine digital interaction, including small-group collaboration and 1-on-1 feedback.
  • My expertise in new technologies (such as AI) is ever-evolving. I will evaluate their quality and commit to using these principles against new technologies and organizational pressures.
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