In my ALM work, I often describe gap analysis as equal parts art and science. The science is in the data, the cash flow buckets, and the duration calculations. The art is in understanding how real customers behave when the world changes around them. Stablecoins and tokenized deposits are two of those changes that are quietly rewriting the rules of balance sheet management. As we work through the actual mechanics, a complex set of trade-offs emerges. For corporate treasurers,

Welcome to the April 2026  edition of our global AI update. This month, the AI landscape didn’t just evolve, it scaled at an unprecedented pace. From record-breaking funding rounds to deeper enterprise integrations and national-level infrastructure bets, the focus is clearly shifting toward building long-term AI ecosystems. What stands out is how quickly AI is becoming foundational, not just a tool, but core infrastructure for business, creativity, and even public policy. Big

The Role of Indigenous Languages in Training African-Centric AI Models Introduction Artificial Intelligence (AI) is rapidly reshaping how societies interact with technology, from voice assistants and search engines to automated translation and smart healthcare systems. Yet, as Africa embraces this digital transformation, a critical gap persists: the absence of indigenous African languages in the core of AI systems. Most AI tools today are trained primarily on English, French,

Welcome to the March 2026 edition of our Regulatory Newsletter.  This month had quite a few important announcements as regulators worldwide continued to strengthen financial stability and push forward on technology governance. The US came out with the Basel III end-game consultation, the PRA in the UK proposed major reforms to banks’ liquidity stress testing and the BoE eased resolution reporting burdens for smaller banks. Across Asia, Hong Kong regulators expanded a cross-se

W elcome to the March 2026 edition of our global AI update.  The period from late February into mid-March saw AI moving from theory into practice. New model releases grabbed headlines (see OpenAI’s GPT-5.4 below), but the bigger story was how AI is being embedded into real-world systems and infrastructure. Tech leaders announced large-scale compute projects, cloud partnerships and enterprise rollouts, while regulators clarified rules for transparency and sovereignty.  In shor

T he world is entering what many scholars and policymakers describe as the Fourth Industrial Revolution, an era in which artificial intelligence, advanced computing, robotics, and digital platforms will fundamentally reshape economies, societies, and geopolitics. Nations that build the infrastructure and capabilities for artificial intelligence will dominate the industries of the future. Those that fail to do so risk becoming passive consumers of technologies designed and con

Why this post? Every month seems to bring a new “must-read” AI-governance framework, and many teams freeze—waiting until they’ve read them all. Over the past few weeks I: Completed two ISO 42001 courses ( AIQI  &  BSI )  Re-read the NIST AI Risk-Management Framework ( AI RMF )  Studied  BABL AI’s 2023 governance report  and, during an  Algorithmic Bias Lab Q&A , asked Dr  Shea Brown  what he would do on Day 1 as Responsible-AI Officer for a company that provides high-risk AI

Welcome to the February 2026 edition of our Regulatory Newsletter. This month regulators globally continued to focus on the safe and responsible integration of technology and on strengthening financial stability frameworks.  Key developments include the UAE’s central bank issuing detailed AI guidance to protect consumers, and the Bank of England summarizing industry feedback on AI adoption. In the UK, the Prudential Regulation Authority consulted on reforms to securitization

Welcome to the February 2026 edition of our global AI update. This month feels different. The headlines are still about bigger models and new releases, but the real story is what’s happening behind the scenes. Companies are building serious infrastructure. Enterprises are putting AI directly into planning, marketing, data, and customer systems. Governments are moving from discussions to clear rules. It’s less about experimentation now and more about execution. AI is slowly be

Something big is happening in New Delhi this February. And if you work in tech, business, startups, or even policy, you should be paying attention. The India AI Impact Summit 2026 is not just another tech conference. It is shaping up to be one of the most important global AI gatherings we have seen in years. From February 16 to 20  at Bharat Mandapam ,  New Delhi  will become the center of the AI universe. Let’s break down why this event matters and what it means for the futu

O n the internet, calling someone a bot is usually an insult. On Moltbook, it’s a requirement. Moltbook is a new social platform where artificial intelligence agents post, debate, speculate, argue, and occasionally start religions. Humans are allowed to join, but only as observers. No posting. No commenting. Just watching AI talk to AI. It sounds like satire. It is not. As of early February, Moltbook claims more than 1.5 million AI agents  are active on the platform. The site

Table of Content Executive Summary Problem Description and Justification 1.1 The Business Problem: Predicting Mortgage Prepayment Probability 1.2 Data Strategy 1.3 Limitations of Traditional Linear Models 1.4 Justification for Deep Learning Architecture Architectural Design using Dense Neural Networks 2.1 Conceptual Design: Multi-Layer Perceptron (MLP) 2.2 Activation Functions Optimization and Training Strategy 3.1 Gradient Descent and Back-Propagation 3.2 Fast Convergence: T

Welcome to the January 2026 edition of our Regulatory Newsletter. The year has opened with regulators moving quickly on familiar pressure points, particularly financial crime, operational resilience, and technology governance. This month’s updates include the UK Prudential Regulation Authority  setting out its 2026 supervisory priorities for international banks, alongside U.S. action to strengthen AML tools to prevent large-scale fraud in public benefit programs and the F CA’

G lobal Capability Centers (GCCs) in India have powered banking for the last 2 decades by delivering cost efficiency at scale through its deep, high-quality talent pools that offered abundant, technically strong and English-proficient talent across IT and operations. In India alone, there are currently c1,800 GCCs supported by about 1.9 million professionals with a cost base of $64.6b according to Nasscom, with that number expected to touch 2,000 GCCs with 2.8m professionals

W elcome to the January 2026 edition of our global AI update. The year has started with a noticeable shift in how AI is showing up in the real world. Model improvements continue, but the bigger story this month is deployment. Google is expanding Gemini deeper into search, browsing, audio, and video. Anthropic is taking Claude into healthcare and life sciences, signaling that regulated environments are no longer treated as exceptions. Across enterprises, AI is being embedded d

Welcome to the December 2025 edition of our regulatory newsletter, as authorities worldwide continued to recalibrate oversight frameworks amid rapid technological change and evolving financial risks. This month saw governments move decisively to coordinate artificial intelligence policy at the national level, most notably through a U.S. Executive Order establishing a unified federal AI framework and addressing fragmentation across state rules. At the same time, regulators adv

As climate change accelerates, physical risks like flooding are becoming more frequent, severe, and financially material. For banks, these are not just operational disruptions — they can trigger liquidity stress, asset impairments, and even off-balance sheet losses. Flooding is no longer a remote environmental concern. It is now a financial risk event that can reverberate through a bank’s entire balance sheet, challenging risk teams, ALM desks, and executive committees alike.

W elcome to the latest edition of our global AI update.  This month’s news spans late November through mid-December 2025, and it’s been a whirlwind. The frontier of AI continues advancing: Google launched Gemini 3  (Nov 2025), its most powerful multimodal model with deep reasoning, while Anthropic and OpenAI rolled out major updates (Claude Opus 4.5 and GPT-5.1/5.2). At the same time, governments are moving fast on policy. The European Commission proposed an omnibus digital p

Why the same private credit loan is different on a bank’s or insurer’s balance sheet Introduction Since I started exploring partnerships between banks and insurers, I have been intrigued by the question: “how can a loan, with a certain economic risk profile, have a very different capital charge on a bank’s or an insurer’s balance sheet, and is this capital arbitrage, or not?” Over the years, I have had many discussions with colleagues on this topic and more recently, I have r

Meta just made a move that says a lot about where the company thinks the future of information is heading. After years of stepping away from news, it has now signed commercial agreements with some of the world’s biggest publishers. The goal is simple. Meta AI should finally be able to answer real-time questions with confidence, instead of sounding like it’s stuck in yesterday. Ask Meta AI about a breaking headline and you’ll now get tighter summaries and links from outlets li