08 / Journal

Notes on assurance,numbers and applied AI.

AI & Consciousness02 Sept 20266 minWorking draft

Intelligence is visible, experience is not

A model that answers every question fluently tempts us to call it conscious. The fluency is real; the leap is not. Notes from writing The Illusion of Conscious AI.

Read article
Consciousness11 Aug 20267 minWorking draft

Two paths, one question

Advaita Vedanta asks what is always present; Buddhism asks what happens when we stop clinging. Two paths through suffering — and what they taught me about framing problems.

Read article
Applied AI28 Jul 20266 minWorking draft

AI in the workday: solving real problems, not demos

The useful version of AI is not a chatbot on a landing page. It is the boring workflow that gives back six hours before lunch. How I decide what to automate — and what to leave human.

Read article
Revenue Assurance18 Aug 20266 minWorking draft

Where revenue quietly leaks

Leakage is rarely a single dramatic failure. It is a hundred small mismatches between what was provisioned, what was billed and what was actually collected.

Read article
Reconciliation02 Jul 20265 minWorking draft

Reconciliation that explains itself

A reconciliation that only proves two totals match is half a control. The useful half is the one that tells you why they did not.

Read article
Applied AI21 May 20267 minWorking draft

Practical AI for financial controls

AI has not replaced judgement in revenue assurance. It has removed the hours of preparation that used to sit in front of the judgement.

Read article
Perspective09 Mar 20265 minWorking draft

From billing support to revenue assurance

A career that moved from testing software to owning payment assurance, and what each step contributed to how I read a number today.

Read article