cost-matrix.summary

Core Concept

Decision Memo poori ethical reasoning arc ko synthesize karta hai -- initial conviction, adversarial challenge, perspective shift, aur formal articulation -- three visible drafts ke zariye. Grade drafts ke darmiyan evolution mein hota hai, kisi ek draft ki quality mein nahin.

Key Mental Models

• Evolution Over Polish: Ek weak Draft 1 jo visibly mature ho kar strong Draft 3 ban jata hai, us polished Draft 1 se zyada learning demonstrate karta hai jo barely change hota hai -- assessment intellectual growth hai, writing quality nahin
• Steel-Manning: Strongest counter-arguments ko honestly represent karna (straw men nahin) prove karta hai ke aap dilemma ko itna deeply samajhte hain ke apni position responsibly hold kar sakein

Critical Patterns

• Kisi AI review se pehle Draft 1 (500-700 words) likhein, jis mein final position, arguments for and against, stakeholder costs, aur reversal conditions shamil hon
• Draft 1 AI ko submit karein, feedback ke based par revise karein (Draft 2), phir reflection ke baad finalize karein (Draft 3)
• Evolution Tracker mein track karein ke har draft ke darmiyan kya change hua aur kyun
• Exercise 1 se Exercise 4 tak confidence level compare karein

Common Mistakes

• Submission se pehle Draft 1 polish karna jab woh flaws ke saath honest first attempt hona chahiye
• Drafts ke darmiyan genuine intellectual evolution ke bajaye cosmetic revisions karna
• Aisi reversal conditions likhna jo realistically kabhi trigger nahin ho sakti, jo honesty ke bajaye evasion hai

Connections

• Builds on: Position Lock (Exercise 1), Adversarial Defence (Exercise 2), Stakeholder Swap (Exercise 3)
• Leads to: Stakeholder Cost Matrix aur ethical reasoning process Parts 1-10 mein har AI design decision par apply hota hai