1. Decision · 22 Oct

   National Law University Delhi invited applications for two administration associate posts

   1. Two admin job openings Good for postgraduates with five years' experience Reported: Live Law Near certain
   2. → Education
   90% sure · 22 Oct Every step, with sources →
2. Decision · 22 Oct

   Exhibition authorities asked for 74 protest photographs to be removed or replaced

   1. Show opens with fewer works Bad for Raihan Rajiv Vadra Reported: The Indian Express Near certain
   2. → Education
   90% sure · 22 Oct Every step, with sources →
3. Decision · 22 Oct

   IIM Bangalore opened undergraduate campus with 80 students in September 2026

   1. New UG seats at an IIM Good for students seeking data science and economics degrees Reported: The Hindu Near certain
   2. → Education
   90% sure · 22 Oct Every step, with sources →
4. Decision · 22 Oct

   Vladimir Putin agreed to resume three-way peace talks with Ukraine and the US

   Why, in their words: “Moscow said it is ready in principle to resume peace talks” (Kremlin)

   1. Stephen Hubbard walks free Good for Stephen Hubbard and his family Reported: Kremlin Near certain
   2. → Education
   90% sure · 22 Oct Every step, with sources →
5. Decision · 22 Oct

   Adibatla police Booked college management and event manager under BNS Section 105

   Why, in their words: “Police say the structure was set up unsafely and organisers and college management must answer for it” (Police & investigators)

   1. College management faces a criminal case Bad for College management and staff Reported: Police & investigators Near certain
   2. → Education
   90% sure · 22 Oct Every step, with sources →
6. Decision · 22 Oct

   Three organisers Surrendered and were remanded to judicial custody

   1. Organisers held in judicial custody Bad for The three organisers and their families Reported: Police & investigators Near certain
   2. →
      Event safety checks tighten at college festivals Affects Students and event organisers at college festivals Our reasoning Plausible
   3. → Education
   45% sure · 22 Oct Every step, with sources →
7. Decision · 22 Oct

   Russia (Kremlin) Released detained US teacher Stephen Hubbard as a goodwill gesture

   Why, in their words: “Goodwill gesture accompanying the talks resumption” (Kremlin)

   1. Hubbard release builds goodwill for the talks Good for US negotiators and the US public Our reasoning Plausible
   2. → Education
   44% sure · 22 Oct Every step, with sources →

Reported and Expert view steps come from a named source. Our reasoning steps are not stated anywhere; they follow through a general cause-and-effect step, so we are less sure of them, and less sure with every step. How this works.