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What's New
Some of my blog articles, events, videos or books!


CAIDP Graduation (policy group)
I was accepted into Center for AI and Digital Policy in Fall 2024, and now have graduated three times - from The AI Policy Clinic, to a Team Leader, to writing Policies for the Global Majority team working under Brenda W. Maina. Ruofei Wang and with Waridah M. Samantha Khoo Su-Yen Shuvarthi Bhattacharjee @Muhammad Deckri Algamar Paola Gálvez Callirgos🌐 @Vivek Rana. These few months have been hectic. We have submitted statements to the governments of
15 hours ago
Patents & AI
When you hear the word AI - what are you thinking of? Software, data or Hardware? Well of the three the most easy to get intellectual property rights is hardware. You can get a patent! Software is harder to do. Things that are not patentable are computer programs, business methods or rules for playing games. If you still want to protect your software, you will have to prove (and this means getting a good lawyer )that it is part of technical contribution: either utility
3 days ago


AI and industry-level safety: Recent Airbus issue
Cartoon Image: Gemini Nano Banana Updated 3 December 2025 It took 65 years for the airline industry to get acceptance from the masses – for 50 million people to adopt it. Meanwhile that time allowed the industry to deliver standards and regulations for safety. Yet behind the scenes a key change has been AI adoption – whether we are looking at airports or airplanes. Yesterday it was Airbus’s turn to recall 2/3 of it A320 family of jets being flown across 350 operators’ due to
4 days ago


Trustworthy AI in Dubai (for Healthcare)
We just held out third policy council in Dubai hosted by Prime Hospitals. So we were able to get doctors, nurses, administrators, IT and AI experts working in healthcare to participate. It was a lively participation, and the scenarios were insightful – the ability to manage AI failures and have the authority to override, the need for cross-functional teams before deploying AI, the need for an authority to vet AI and more. Soon we will be publishing our policy report based on
Nov 23
Military as International Business
📣 Our new paper is out - "Corporate Military Activities and Key Frontiers in International Business Research", with my co-authors ( Tazeeb S. Rajwani Christopher Hartwell Tao Chen ) - it has just been published in the Journal of World Business by Elsevier . 🙏 Thank you to the amazing editors Ajai Gaur and Daniel Andrews and our anonymous reviewers. As with most papers, it is a journey that began with a chance meeting in Academy of International Business (A
Nov 7


UNESCO's Ethics of Neurotechnology (a brief overview)
Finally, the UNESCO declaration adopted by member states on 5 November 2025 voted to adopt this instrument which will come into force on 12th November. It has huge implications for companies in this space. While late (as usual), this is welcome. Some countries have specific laws for neurorights like Chile, others mention neural data in their privacy laws. Some look at the technology itself for regulations so it is a complicated space. 1. Defines neurotechnologies as: devices,
Nov 7


Frontier AI – The Trade-Offs for Creating Global Benefits
Governments work with wicked problems which have certain characteristics as seen the image above. Hence when you get a solution like “let us use frontier AI”, the outcomes may not be as simple to get for many reasons. 1. Tradeoff between Private Profits and Public Value Governments need to be inclusive. Sometimes efficiency may be at the cost of creating jobs or the cost of creating a societal network based on physical interactions. Every time we make a decision choi
Oct 22


The Not-So-Public Digital Infrastructure That Runs Your AI
👉 There are 1.48 million km of submarine cables (30X the circumference of the Earth) connecting countries to move DATA 👉 Example 99% of data to the outside world in UK is carried through 60 cables 👉 95% of data still move by cables (sea or land) 👉 Most of this infrastructure is owned by the private sector (99%) 👉 A disruption of a cable leads to slow internet - take 2008, 2 Mediterranean cable were cut affecting 14 countries (100% of Maldives and 82% of India) 👉 Few pla
Oct 14


Age of Data Harvesting
Google Gemini generated Image Is it just me or am I being constantly asked to give my mobile number, scan a QR code, put my email, put my...
Oct 6


Responsible AI Agents...What Can Go Wrong?
Google Gemini AI entities (bots, agents, semi-autonomous software) outnumber humans worldwide in terms of internet traffic. And many are...
Sep 15


Responsible AI: Policy & Governance
I am hosting, with my collegues from The Digital Economist, a design thinking workshop for UNGA 80 Science Summit. While it is online...
Aug 30


Policy Council on Trustworthy AI in Healthcare in SFO
We held our first policy council using design thinking on Trustworthy AI in Healthcare in San Fransisco, hosted by Databricks. The...
Aug 6
Updates on My Policy Journey
Honored to be accepted to the Center for AI and Digital Policy (CAIDP) competitive program as a Member of the CAIDP AI Policy Group....
Aug 6


The Global Nature of AI – It Can Never Be local
Published: July 19, 2025. Source: Image by Gerd Altmann from Pixabay The Artificial Intelligence (AI) revolution is a geopolitical race...
Jul 19


Metaverse History
metaverse history 1935-2022 metaverse history 2022-2025 (June) The metaverse is here to stay. Some of us call it extended reality,...
Jul 18


Transparency on AI Provenance
One of the things we do not have enough discussions about is AI provenance. Provenance is the place of origin . The current narratives...
Jun 12


The Builder AI problem: How did investors get it wrong?
Image: Builder.ai How did they get it wrong? Maybe using synthetic data for market research? The London-based unicorn that promised a...
Jun 7


Human Data versus AI or Synthetic Data
By 2030 Gartner expects that synthetic data or data created by AI will be the majority of all data. This decrease in original human...
May 12


AI and the Right to Work
When we look at AI and the universal Human Rights Declaration, specifically Article 23 and 25 - interesting questions are raised. 💡 The...
May 12
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