Artificial intelligence
Recipe for a chief (fin)tech officer
Private-sector experience, a knowledge of supervision and a zest for innovation are key ingredients for a chief fintech officer
BoE paper explores impact of machine learning on credit
Benefits of AI-driven screening depend on market characteristics, authors find
O CBDC, O crypto! Wherefore art thou regtech?
Putting more investment and energy into regtech, instead of solely focusing on crypto and CBDC, would help to secure more of the expected benefits from digital evolution
Charles Goodhart on inflation targets, financial stability and the role of money
The LSE professor says inflation targets should have been 0%, the Fed’s move to AIT is a mistake, independence is under threat from inflation, big balance sheets support liquidity, AI can help supervisors and climate stress tests are unconvincing
The winners of the 2021 FinTech RegTech Global Awards
Fourth annual tech awards recognise excellence among central banks and the firms they work with
Benoît Cœuré on CBDCs, stablecoins and central bank fintech co-operation
BIS Innovation Hub chief voices concerns about the timing of stablecoin and CBDC roll-outs, fintech risks for supervisors and monetary policy, and details development plans for eight innovation locations
Fintech & IT Benchmarks 2021 – presentation
Central Banking’s fintech and IT subject matter specialist Rachael King speaks with Christopher Jeffery about fintech and IT staffing and salaries, research and investment, system resilience, CBDCs and the wider fintech ecosystem
Data-driven policy-making for central banks focus report 2021
In this report, Central Banking discusses why data is so crucial for central banks to make effective policy decisions and why current traditional indicators that are no longer fit for purpose. The pandemic has highlighted the need for an overhaul of data…
BoE unveils plan to ‘transform’ data collection
Decade-long effort to overhaul data standards and methods of reporting
The Covid crisis, central banks and the future
Crisis responses have had positive initial outcomes, but also exacerbated significant underlying challenges that raise concerns related to exit strategies and the future for central banks
The changing data landscape: Part 2
Central Banking speaks to Philip Abradu-Otoo, Juan José Ospina and Howard Chang about whether there is a need to change underlying infrastructure to bolster data-driven policy-making
Banks must be able to explain AI models – Brainard
Fed governor says solving ‘black box’ problem is important first step in improving AI governance
MAS completes first phase of AI ethics initiative
‘Veritas’ aims to tackle bias in AI-driven financial services
The changing data landscape: Part 1
Central Banking speaks to Eyal Rozen, Ramūnas Baravykas and Wanpracha Chaovalitwongse about whether there is a need to change underlying infrastructure to bolster data-driven policy-making
MAS strengthens fintech co-operation with Ghana and Hungary
Agreements will help connect SMEs and foster discussions around regulation and emerging trends
Could AI ever replace human bank supervisors?
Data collection and processing remains key in leveraging artificial intelligence
Paper offers method for evaluating machine learning models
Bank of Spain paper looks at cost and benefits of ML models for predicting credit defaults
BoE looks to gain better understanding of AI
Public-private forum will share knowledge on how artificial intelligence is used in finance
BoE open to heterodox tools in new research agenda
Traditional tools of economic analysis “cannot always answer every question”, says Andrew Bailey
Regulators must deal with AI risks – HKMA report
AI systems must keep “humans in the loop”, expert tells Central Banking
Cœuré warns of ‘black box’ problem for regulators
It “may be no coincidence” banks are turning to opaque AI for “capital optimisation”, BIS official says
Computing platforms for big data and AI
Implementing big-data and high-performance computing platforms is critical to support machine learning applications. Rafael Schmidt and Bruno Tissot offer insights on developing a comprehensive information strategy
Online machine learning can warn of impending crisis – Hélène Rey
Approach avoids some of the pitfalls of other methods, the economics professor says