What, the original chat log was too yappy for you? …Fair.
Notes generated by Deep Seek.
I. The Broken Promises
What was sold:
- Personalized learning
- Teacher workload relief
- Future-ready students
What we got:
- Tools that prioritize profit over pedagogy
- Student data mined without consent
- Corporate training disguised as “AI literacy”
› “The primary functions of AI would help with administrative tasks… But AI isn’t marketed for that, and they also have never guaranteed the safety of the data given to them. As a teacher, this is the biggest red flag.”
II. The Profit Motive
Education’s dilemma:
- Learning reduced to measurable KPIs
- Investment only for guaranteed ROI
AI’s role:
- Monetizes student work as training data
- Positions itself as inevitable
› “Education is packaged to mold students, but in reality it is built to be profit-driven or profit-adjusted. People SAY they want to invest in education, but only until they get guaranteed returns.”
III. Fighting Back
1. Pedagogical Boundaries
› “For long papers, they have to write by hand. Hence the rise of bluebooks.”
2. Transparency First
- Demand full data pipeline disclosure
3. Authentic Assessment
› “They have to demonstrate retained knowledge. They have to roll with the questions given.”
› “It’s gonna be hard on those kids. But that is learning… Making something original isn’t something anyone can automatically do.”
IV. Drawing the Line: What AI Can & Can’t Do
Conditionally Acceptable (Only if…)
› Closed-Loop Tools:
“AI has always been in closed-loop systems—autocorrect or autofill is early AI.”
- Must function like calculators: no data export, no cloud scraping
- Example: Math apps that work offline
› Critical AI Literacy:
“AI autopsies”: Have students dissect ChatGPT outputs for:
- Hallucinated citations
- Bias in responses
- Missing nuance in arguments
Never Acceptable (Non-negotiable)
› Data Exploitation:
- Any system that mines student work for profit
- Platforms that retain/analyze submissions without consent
› Struggle Replacement:
“ChatGPT can function ‘almost as well’ for the grade a student desires.”
Tools that:
- Write full essays
- Solve open-ended problems
- Generate original analysis
Key Test:
“Does this tool serve the student’s process, or replace the need to think?”
V. The Way Forward
For educators:
› “We have to give the classroom time back to doing things manually, to actual human thought.”
For everyone:
- Protect handwritten work
- Value productive struggle
Final truth:
› “This will hurt a little. And it will matter.”