Education Capsules
2 capsules

Statistics Without Context: Reading Numbers Before Believing Them
Statistics feel like proof, which is exactly why flawed arguments and propaganda lean on them. Against the habit of taking numbers and expert endorsements at face value, the case here is to interrogate context, assumptions, and reasoning before believing any figure. Read data that way and manipulation becomes far easier to spot.
Critical thinking · 86 stops · ~172 minFree

Growth Mindset in Schools: Evidence, Limits, and Real-World Impact
Telling students that effort beats talent became a classroom staple, but the results are contested. These views split between evidence that mindset programs genuinely lift grades and course choices and critiques pointing to weak studies, publication bias, and thin real-world impact. You can decide how much faith to put in mindset teaching.
Growth mindset · 48 stops · ~96 minFree