Karsten Wenzlaff, Advisor
August 26th, 2025
Cato Institute | Feb 7, 2021
Our polarized times are a breeding ground for dodgy and misleading statistical claims. The COVID-19 pandemic, for example, has seen an explosion of information, with claims and counterclaims about cases, deaths, tests, and vaccination schedules.
How are we to determine which statistics are legitimate when information generation has never been easier? And how can we ensure that reading on important topics leaves us better informed, rather than bamboozled?
One man who has thought extensively about our relationship with statistics is British economics writer Tim Harford. Host of the BBC’s excellent More or Less radio show, Harford has thought carefully about how to evaluate and present information. His work has come together in his new U.S. book, The Data Detective, providing us with 10 simple rules (and a bonus golden rule) for evaluating statistics.
Rather than providing us with some dry methodology as a guide, Harford’s book is rich with storytelling to illustrate the pitfalls and dangers of using data. You will learn about how Florence Nightingale started a public health revolution with a pie chart, how the entire Dutch art world was fooled by their own wishful thinking, and how a stripper and a congressman changed the face of U.S. statistics.


The National Crowdfunding & Fintech Association (NCFA Canada) is a financial innovation ecosystem that provides education, market intelligence, industry stewardship, networking and funding opportunities and services to thousands of community members and works closely with industry, government, partners and affiliates to create a vibrant and innovative fintech and funding industry in Canada. Decentralized and distributed, NCFA is engaged with global stakeholders and helps incubate projects and investment in fintech, alternative finance, crowdfunding, peer-to-peer finance, payments, digital assets and tokens, blockchain, cryptocurrency, regtech, and insurtech sectors. Join Canada's Fintech & Funding Community today FREE! Or become a contributing member and get perks. For more information, please visit: www.ncfacanada.org
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Bloomberg Opinion | John Authers | Jan 29, 2021

This is an eternal debate. Freedom means the freedom to mess things up. But governments have a responsibility to citizens, and companies have a responsibility to clients, to reduce the risks that the actions of some will harm others. Driving is the most popular analogy. Paternalism demands that manufacturers fit cars with seat-belts, but libertarianism permits people to take the risk of not wearing them.
There is a line to be drawn. Within markets, it is best to set a few simple rules, enforce them, and leave everyone as free as possible. That way the invisible hand can work its magic. But if the invisible hand really thinks that GameStop is worth $25 billion, something has gone wrong. The Securities and Exchange Commission is considering what to do, and there is plainly a regulatory issue here. Meanwhile, the decision by Robinhood Markets Inc., the main broker used by the Redditors, not to accept trades in GameStop on Thursday has already prompted class-action lawsuits from clients. For arguments against paternalism, look at the comments below the piece by my colleague Conor Sen arguing that Robinhood did the right thing.
As day traders are the Davids in this drama, up against hedge-fund Goliaths, their supporters in Congress include progressive Democrats such as Representative Alexandria Ocasio-Cortez, and Senator Elizabeth Warren. The politics will be unpredictable. But a few points seem clear:
What was intended to be one of the week’s biggest stories disappeared in the vortex of excitement caused by the sub-redditors. Laurence Fink, chief executive officer of BlackRock Inc., the world’s largest fund manager, released the startlingly assertive letter he had sent to the CEOs of every company in which his firm invests. His demands notably included:
Given how central the energy transition will be to every company’s growth prospects, we are asking companies to disclose a plan for how their business model will be compatible with a net zero economy – that is, one where global warming is limited to well below 2ºC, consistent with a global aspiration of net zero greenhouse gas emissions by 2050. We are asking you to disclose how this plan is incorporated into your long-term strategy and reviewed by your board of directors.
BlackRock is trying to come up with a more palatable model for shareholder capitalism, which can guide the economy and society to better long-term outcomes, even if they don’t bring immediate returns. Viewed cynically, this is a public relations effort to make Wall Street look more virtuous; less cynically, it is an attempt to live up to the demands of stewardship.
Not only do BlackRock and other big fund managers need to provide a pension for their clients in retirement, the argument goes; they also need to ensure that they have a world with a breathable atmosphere in which to retire.
The truth lies between these poles and includes a realization by Fink and others that capitalism is widely seen to be failing, and that they need to do what they can to reform it from within, before having reforms imposed on them.
The Redditors — or at least some of them — also plainly believe that they are part of a democratization of finance that will allow them to help make capitalism fairer. Rather than leave this process to big fund managers using “ESG” investing, their idea is to force a more “just” outcome.
That includes, in the case of some of the companies they are now buying, the notion that it is unfair to starve them of capital. This is in part a well-intentioned attempt to rescue some companies; it sounds much like governments’ old practice of saving lame ducks and picking winners, rather than letting the market ensure that capital doesn’t go where it cannot be well used.
Share ownership is now largely a business for institutional managers using other people’s money, who don’t have the incentives that direct owners would. The new breed of retail investors hope to reform capitalism by returning to direct ownership and breaking the hold of what they see as the corrupt institutions that now control the market. Many seem to delight in the label “anarcho-capitalist.”
The common thread is, of course, an acceptance that the current model isn’t working. I’m far from convinced that either the BlackRock or the WallStreetBets model is the answer. But the debate over what the new model of capitalism should look like, which should have happened at least a decade ago, can be delayed no longer.
The National Crowdfunding & Fintech Association (NCFA Canada) is a financial innovation ecosystem that provides education, market intelligence, industry stewardship, networking and funding opportunities and services to thousands of community members and works closely with industry, government, partners and affiliates to create a vibrant and innovative fintech and funding industry in Canada. Decentralized and distributed, NCFA is engaged with global stakeholders and helps incubate projects and investment in fintech, alternative finance, crowdfunding, peer-to-peer finance, payments, digital assets and tokens, blockchain, cryptocurrency, regtech, and insurtech sectors. Join Canada's Fintech & Funding Community today FREE! Or become a contributing member and get perks. For more information, please visit: www.ncfacanada.org
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Linklaters | Anna Fava | Jan 28, 2021

Earlier this month Google closed its acquisition of Fitbit, following an in-depth investigation by the European Commission resulting in conditional clearance late in 2020.
The EC’s decision brings a new approach to merger review in data intensive industries. The EC accepted a “data silo” remedy and an access remedy of an unprecedented duration, both of which are innovative.
It also shows that the EC’s more interventionist approach to big tech is not limited to the DMA proposal and that there will remain a role for the more traditional competition law instruments to support the EC’s digital agenda.
We consider some interesting aspects of the case, while we await publication of the detailed decision.
The EC’s press release highlights the following concerns:
The EC also considered, but ultimately dismissed, concerns that the combination of the parties’ databases could give Google a competitive advantage enabling it to foreclose competing digital healthcare service providers.
See:
At their core, the commitments require the following:
The National Crowdfunding & Fintech Association (NCFA Canada) is a financial innovation ecosystem that provides education, market intelligence, industry stewardship, networking and funding opportunities and services to thousands of community members and works closely with industry, government, partners and affiliates to create a vibrant and innovative fintech and funding industry in Canada. Decentralized and distributed, NCFA is engaged with global stakeholders and helps incubate projects and investment in fintech, alternative finance, crowdfunding, peer-to-peer finance, payments, digital assets and tokens, blockchain, cryptocurrency, regtech, and insurtech sectors. Join Canada's Fintech & Funding Community today FREE! Or become a contributing member and get perks. For more information, please visit: www.ncfacanada.org
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Brookings | Jan 26, 2021

What: There is growing interest among regulators around the world in helping to address climate change through the levers of financial market regulation. In addition, private companies are starting to elevate the importance of climate and sustainability risk for investment decisions. These developments are essential for influencing the behavior of market participants towards low-carbon investments and mitigating climate risks for companies and investors.
On Tuesday, February 2, the Center on Regulation and Market at Brookings will host Larry Fink, chairman and CEO of BlackRock, and Mary Schapiro, vice chair of global public policy at Bloomberg L.P. and former chair of the Securities and Exchange Commission, for a discussion on climate change and financial market regulations. This event will shed light on ideas and trends in this increasingly important area.
Viewers can submit questions via email to events@brookings.edu or via Twitter using #ClimateRegulation.
The National Crowdfunding & Fintech Association (NCFA Canada) is a financial innovation ecosystem that provides education, market intelligence, industry stewardship, networking and funding opportunities and services to thousands of community members and works closely with industry, government, partners and affiliates to create a vibrant and innovative fintech and funding industry in Canada. Decentralized and distributed, NCFA is engaged with global stakeholders and helps incubate projects and investment in fintech, alternative finance, crowdfunding, peer-to-peer finance, payments, digital assets and tokens, blockchain, cryptocurrency, regtech, and insurtech sectors. Join Canada's Fintech & Funding Community today FREE! Or become a contributing member and get perks. For more information, please visit: www.ncfacanada.org
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WiredGov | TechUK | Jan 11, 2021
Summary of day one at techUK's Digital Ethics Summit 2020.On Wednesday 9 December we kicked off techUK’s fourth annual Digital Ethics Summit. The overarching theme for day one of the Summit was lessons to be learnt from 2020. Through a series of keynote speeches, breakout sessions and plenary panels, our speakers from across industry, government, academia and civil society, assessed the role and effectiveness of the digital ethics debate during the critical events that occurred this year.
To kick start the day we were joined by the Minister of State for Media and Data, John Whittingdale. As part of his keynote speech the Minister set out Government’s ambition for the upcoming National Data Strategy and highlighted work that is already underway, starting with the publication of the Government Data Quality Framework. The Minister stressed that underpinning this strategy is public trust and highlighted the need to bring the public along in these important conversations. The Minister also recognised the importance of digital skills and highlighted government’s 13M investment in a bid to boost digital skills. The Minister finished by reaffirming the importance of collaboration between the public and private sector, as well as the need for the UK to remain active in the global debate on digital ethics.
Watch the Minister’s full session recording here.
In her keynote address the Information Commissioner, Elizabeth Denham reflected on the year, highlighting the accelerated adoption of many digital technologies and suggested we’d seen greater collaboration on privacy issues this year than ever before. During her keynote, the Commissioner provided three takeaways to consider as we enter the new year. First, that data ethics will continue to be a lexicon for these shared discussions. Second is a real need to focus on the people that are affected by data decisions and third is considering the role of data ethics boards. The golden thread throughout each of these three areas is trust. When asked where she’d like to see more focus in 2021, the Commissioner said it comes down to doing more work for kids, including in areas of algorithmic decision-making.
Watch the Information Commissioner’s full session recording here.
Plenary session – Lessons to be learnt from 2020
In the Summit’s first plenary panel session titled ‘Lessons learnt in 2020’ speakers included Maria Axente, Responsible AI and AI for Good Lead at PwC, Edwina Dunn OBE, Board Member at the Centre for Data Ethics and Innovation, Stephen Metcalfe MP and Co-Chair for the APPG on AI an Kay Firth-Butterfield Head of Artificial Intelligence and Machine Learning at the World Economic Forum. Building on the Commissioner’s keynote, Maria Axente added that we’re building on a strong foundation when it comes to businesses establishing ethics boards.
It’s now key that businesses connect their various internal initiatives to see progress. Stephen Metcalfe acknowledged the impact of a current digital divide in society and suggested the need for a refreshed look when it comes to access of digital equipment. Ensuring we’ve got the right digital infrastructure in place, including access to broadband, will be key in 2021. Kay Firth-Butterfield agreed that we need to grow the infrastructure that supports wider adoption of AI to occur. Drawing on her own experiences, Kay highlighted that countries are starting to develop a better understanding of the work that needs to be done when it comes to digital ethics, with many countries learning from other’s experience. Finally, Edwina Dunn OBE, highlighted the work of the CDEI this year and argued the importance of balancing innovation and what we are allowed to do. As we create more data, the more we can do, she says, but does that mean we should do it?
Watch the full plenary session recording here.
Following the plenary session, the Summit broke out into three breakout sessions focusing on three key issues:
Fairness and equality – Data and technology and the fight against systemic discrimination
This breakout session was chaired by Jessica Lennard, Senior Director, Global Data and AI Initiatives, Visa. Panellists include: Ashleigh Ainsley, Co-founder, Colorintech, Brhmie Balaram, Head of AI Research & Ethics, NHSX AI Lab, Renée Cummings, Data Activist in Residence, The School of Data Science, University of Virginia & Community Scholar Columbia University, Dr Kanta Dihal, Senior Research Fellow & Principal Investigator, Global AI Narratives, Leverhulme Centre for the Future of Intelligence, University of Cambridge and Allyn L. Shaw, President & CTO, Recycle Track Systems and Founding Partner, Deed.Partners.
Whilst discussing some of the greatest challenges we’ve faced this year, Allyn L. Shaw highlighted that current data training sets are still not representative of underrepresented communities, and in addition, many of these communities don’t have access to technology, causing a cascading effect when it comes to fairness and discrimination.
On the topic of defining fairness, Ashley Ainsley preferred to approach this from an equality perspective. He asked- Who are the people responsible for creating algorithms and making decisions? What opportunities are there to have equitable input into those systems and challenge the decisions made? He stated that people should have the opportunity to get involved and influence from the beginning point of the process.
The public has become more conscious to the impact of AI this year, and Dr Kanta Dihal suggested that in 2020, naïve techno-optimism has become inexcusable. Brhmie Balaram commented that when we think of fairness, we must ask fairness for whom? As fairness will look different for different people. She also added that it’s not just tools but also the culture. What’s happening around the way rules are implemented and the way they’re able to be challenged? Renée Cummings highlighted the need to consider due diligence, duty of care and due process, when it comes to the application of data into any kind of system.
Watch the full session recording here.
The National Crowdfunding & Fintech Association (NCFA Canada) is a financial innovation ecosystem that provides education, market intelligence, industry stewardship, networking and funding opportunities and services to thousands of community members and works closely with industry, government, partners and affiliates to create a vibrant and innovative fintech and funding industry in Canada. Decentralized and distributed, NCFA is engaged with global stakeholders and helps incubate projects and investment in fintech, alternative finance, crowdfunding, peer-to-peer finance, payments, digital assets and tokens, blockchain, cryptocurrency, regtech, and insurtech sectors. Join Canada's Fintech & Funding Community today FREE! Or become a contributing member and get perks. For more information, please visit: www.ncfacanada.org
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