Michelle Romanis Ttl Models Extra Quality -

Looking ahead, Michelle Romanis is currently researching the intersection of and TTL models. Her preliminary work suggests that "extra quality" will soon be defined by a fourth T: Transparency . As AI tools become ubiquitous, the highest quality models will be those where learners can explain how they used technology to arrive at an answer, not just what the answer is.

are not a script to be followed; they are a lens to be looked through. Achieving "extra quality" requires a disciplined shift from what you teach and what tool you use, to how the learner interacts with both. michelle romanis ttl models extra quality

| Pitfall | Standard TTL | Romanis’ Fix for Extra Quality | | :--- | :--- | :--- | | | "We must use the VR headsets because we bought them." | Start with the learning gap, then select tech. | | Over-scaffolding | Too many apps/tabs open = cognitive chaos. | The "One Tool, One Purpose" rule. | | Passive consumption | Students watch a video. | Students annotate the video with time-stamped questions. | | Delayed feedback | Quiz graded tomorrow. | Immediate auto-feedback + teacher audio note. | Looking ahead, Michelle Romanis is currently researching the