
TILTing the Use of AI to Reduce Its Risks
The Transparency in Learning and Teaching (TILT) Framework (Winkelmes, 2012, 2016) provides a helpful way to inform and communicate choices
February 2026



February 23, 2026 | By Joanna Weld
February 23, 2026 | By Phil Hulbig
February 23, 2026 | By Amanda Holton
“The teacher is of course an artist, but being an artist does not mean that he or she can make the profile, can shape the students. What the educator does in teaching is to make it possible for the students to become themselves. And in doing that, he or she lives the experience of relating democratically as authority with the freedom of students.”
—Paulo Freire, We Make the World by Walking

The Transparency in Learning and Teaching (TILT) Framework (Winkelmes, 2012, 2016) provides a helpful way to inform and communicate choices

Students often underestimate how much study time is required to master course concepts for an exam (Chew, 2014). Weaker students

PNC Bank recently rolled out a national ad campaign touting the virtues of boring money management. Rather than chasing after
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