Decision record archive
Education records.
Is college worth it? Should you get an MBA? AI advisors argue every angle of education decisions.
13 records
All records Education Should students use AI tutors or will that weaken learning? Yes, students should use AI tutors, but only if they're designed with pedagogical guardrails—and you need to understand the difference between research-grade systems and raw... Education Why do Finnish kids outperform American kids with less school hours and no standardized tests? Finland's system works because it intervenes the moment a child struggles instead of waiting years for a standardized test to flag them. Thirty-one percent of Finnish students... Education My kid's school just banned homework, is that actually better for learning? Yes, the ban is likely better for your child's learning, but only if those evening hours actually become family time instead of screen time or paid tutoring. The strongest... Education Is an online degree still seen as lesser by employers in 2026? No, an online degree is not inherently seen as lesser in 2026 — but how you frame it will make or break you. The evidence shows 87.4% of employers pay online graduates the same... Education Are student loan forgiveness programs actually helping or just delaying the problem? Student loan forgiveness programs are delaying the problem, not solving it. Every round of this debate converged on the same structural reality: forgiveness treats the symptom... Education I got accepted to my dream school but it means $120K in loans The evidence points to enrolling in a school with income-based repayment and loan forgiveness programs, as Elena Torres and Dr. Marcus Henderson both emphasize these options.... Education I'm the president of a mid-tier private university. Enrollment has dropped 28% in 4 years, the endowment can't cover operating losses, and 3 peer institutions closed this year. Do we merge, go online-only, or radically restructure? You need to initiate merger conversations this week while simultaneously running a 60-day debt-to-income audit on every program. The three peer closures (Mount Ida, Holy Names,... Education Should I pull my kids out of school and homeschool them? Don't homeschool unless you meet three strict conditions: stable dual-income household, subject-matter expertise across all grade levels, and an ironclad financial safety net... Education Should I get an MBA in 2026 or is it a waste of money? An MBA in 2026 is worth the investment only if you're already embedded in legacy industries—finance, consulting, traditional corporate—where credentials still function as... Education Should I go back to school at 30? The evidence points decisively against pausing your family stability to pursue a full-time degree at thirty, as courts divide marital assets based on ownership status and... Education Should I learn to code or will AI replace programmers? The evidence decisively points to learning code now, but strictly as a mechanism for interrogating AI output rather than memorizing syntax or building boilerplate from scratch.... Education Is college still worth it? The evidence points to maintaining the four-year degree as the only viable financial strategy because non-degree pathways currently lack regulatory safety nets, such as loan... Education Is it worth getting an MBA in 2026? The evidence points to pursuing an MBA in 2026 as a strategic move only if it provides specific skills or access to networks unavailable through other means. If it’s viewed as...
Bring Manwe a decision in this category.
Use the archive as proof of the process, then start a private run in the web app when you need a decision record for your own situation.