Reflection 11
The Work No Rating Can See
Most of what makes a class effective happens before the hour and after it, where no rating can reach.Read reflection →
AcademicOS Chronicle
AcademicOS Chronicle Reflections
Weekly reflections on academic process. One meta-academic challenge at a time.
A scholarly manuscript, not a content marketing exercise. Each entry traces a meta-academic process challenge to its mechanism and provides suggestions to strengthen it.
Reflection 10
Measuring What We Move
Exit marks reward the lucky intake. Learning gain rewards the movement.Read reflection →
Reflection 09
Does our assessment still reveal learning, or something else?
Begin from the first principle: learning is a change in the mind produced by productive struggle. Do not let AI remove the very effort that creates the learning.Read reflection →
Reflection 08
When teaching becomes a standard, not an assumption
For thirty years our accreditation systems audited what faculty published and assumed what they taught. The 2026 standards stop assuming.Read reflection →
Reflection 07
Is the MBA for Idiots? A Socratic Reply to a Provocation
On Nikhil Kamath, free knowledge, and what an examined education is actually for.Read reflection →
Reflection 06
Processes Do Not Produce Learning. Faculty Does.
The faculty member in Nashik was not asking for a tool. They were asking for permission to take themselves seriously as the author of their own practice.Read reflection →
Reflection 06
The Mirror, Not the Verdict
The faculty member in Nasik was not asking for a tool. They were asking for permission to take themselves seriously as the author of their own practice.Read reflection →
Reflection 05
Testing an AI Teaching Assistant: Four Socratic Patterns in Action
If I summarise the key points for you, I'd be doing your reading — and worse, you'd miss the texture and nuance that makes that report genuinely useful.Read reflection →
Reflection 04
A Case Is Not a Problem — It Is a Decision
The art of good decision-making isn't about eliminating the unintended consequences, because you can't. It's about anticipating them and reducing their impact.Read reflection →
Reflection 03
The inter-division programme coordination meeting that is held but not run.
It is the simulation of coordination — and simulations have a way of becoming the thing itself.Read reflection →
Reflection 02
Why a 0.62 Bloom's compliance score is a five-year problem.
Compliance is the surface. Underneath it is curriculum architecture, faculty capability, and the unwritten habits of how faculty sets examinations.Read reflection →
Reflection 01
The PLO that no longer connects.
A Programme Learning Objective is not a permanent declaration. It is a working contract between the institution and the world it sends graduates into — and the world keeps moving.Read reflection →