Digital Public Infrastructure

A DPI for Climate Change

AI is a probalistic, non-deterministic technology. This is the reason why it is capable of doing much of what we appreciate it for. However, this does not align with our legal system that is binary in application. We need to rethink our approach to liability if we are to avail the benefits of AI.

Tech Solutions for Use Limitation

The Account Aggregator system has implemented most data protection principles directly into code. With one exception - use limitation. A recent paper offers a technical solution to this problem through sharding and confidential multiparty compute.

A DPI for Non-Financial Data

India’s latest DPI focuses on leveraging non-financial data. By offering API-based access to a number of different data sources it will give lenders additional ways in which to evaluate the credit-worthiness of potential borrowers.

The Grand Bargain

There comes a point in time when citizens voluntarily opt to formalise their business - recognising that the benefits they will receive are worth the downside of coming within the tax net. Countries can leverage this notion to unlock much needed revenue by following a three-step process.

ON Courts

The traditional approach to the digital transformation of governance has been to build full-stack solutions that are narrowly geared to addressing specific problems. This is highly inefficient and unless we commit to designing them so that they use shared, re-useable building blocks we are simply not going to achieve the outcomes we need.

A Commitment to Reuse

The traditional approach to the digital transformation of governance has been to build full-stack solutions that are narrowly geared to addressing specific problems. This is highly inefficient and unless we commit to designing them so that they use shared, re-useable building blocks we are simply not going to achieve the outcomes we need.

DPI for Competition

The draft Digital Competition Bill, 2024 is so heavily influenced by European regulation that it feels like yet another example of premature imitation. Which is strange considering that we can so easily leverage our DPI to deliver much more nuanced outcomes.

Diversity Through AI

Artificial Intelligence has the potential to significantly enhance our digital public infrastructure by bringing variety to a DPI approach that has so far been optimised for standardisation.

A New Model for UPI

For the longest time, questions have been raised about the business model for UPI and how the industry should charge for its services. The government has prohibited MDR on UPI transactions, but it should still be possible for us to develop a new revenue model.

In Favour of DPI

Last year there was widespread support for India’s DPI approach—with countries around the world hailing its achievements, and looking to emulate them. Over the past few months, however, the voices of dissent have grown steadily louder. Rather than allow arguments against DPI to go unanswered, I thought it best to deal with them head-on.