Archive for European Parliament

Nature on ERC funding

Posted in Books, University life with tags , , , , , , , , , , , , , , , , , , , on June 8, 2026 by xi'an

In four recent opinion articles, Nature questions the response of the European Research Council (ERC) to a steep increase in grant applications supported by AI tools, namely Responses to the AI grant flood must prioritize fairness as part of excellence, Prestigious European science funder scraps stricter rules after researcher backlash, Could agentic AI topple grant-funding systems?, and European funder must increase capacity to meet the ambition of scientists,

What is happening is that LLMs are making the construction and design of grant applications much easier, even improving their scientific worth in many cases. Hence seeing the number of submitted proposals rise. For instance, an 142% for EU Marie Skłodowska-Curie Actions fellowships. This is getting worse with agentic AI. The funding bodies are unable to implement the various bans they set against relying on these agents. The low-tech solution of increasing the role of interviews and team assessments, while worthwhile, is not working above a certain threshold, being time-intensive (and open to many biases). A comment of 27 April 2026 suggests burning all bridges and resorting to locally designed agentic AIs to assess these proposals… As if the well-studied drawbacks of AIs and LLMs relying on black-box, biased, bibliometric, unsecured, machines would magically vanish with this new construct! The mention of post hoc human verification is also wishful thinking, considering the impact of earlier bibliometric tools such as the h-factor. (Even more recent proposals are similarly bananas.)

An editorial of 05 May 2026 claims the higher moral ground by calling for fairness and inclusivity. But with a bounded budget and an equally bounded pool of human reviewers, the protocol of evaluating an ever-growing pile of applications cannot remain the same. The ERC step of limiting how many grants researchers can apply for and how long unsuccessful candidates have to wait before they can re-apply has been rescinded under protest from some researchers. But a call of 01 May 2026 for more structural investment does not stand the test of reality. Working in an ERC panel is time-consuming, equivalent to one month of investment, and finding more willing experts is unlikely to succeed, not mentioning the rise in the ERC budget the EU Commission is not going to vote, the more (or the less!) with the rise of populist fractions in the European Parliament

Data science ethics [book review]

Posted in Books, Statistics, University life with tags , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , on May 5, 2025 by xi'an

Data science ethics (concepts, techniques and cautionary tales), by David Martens, was published in 2022 by Oxford University Press. The book is inspired by the author’s  course on Data Science and ethics he has been teaching at the University of Antwerp. (With a link to his slides.) The 255p book proceeds by decomposing the ethics of data science into its different steps: data gathering (Chap. 2), data preprocessing (Chap. 3), modelling (Chap. 4), evaluation (Chap. 5), and deployment (Chap. 6). Following the `FAT Flow Framework´, where FAT stands for fairness, accountability, and transparency.

Do not expect much maths, stats, or anything quantitative: this book is mostly about concepts, even though some (mostly well-known) illustrations are provided. Chapter 2 includes a description of encryption (with homomorphic encryption treated in Chapter 4). And somewhat improbably quantum computing. Differential privacy gets a few pages with not a single formula (until Chapter 4, again).

Chapter 3 covers k-anonymity, record linkage, reidentification, (through cautionary tales) and discrimination through biases in the (learning) dataset.  Chapter 4 is defining ε differential privacy with the Laplace randomization as a possible implementation and with no critical stance on the limitations of the concept. The computation limitations of homomorphic encryption are more clearly pointed out. Federated learning is only quickly mentioned. The section about measuring fairness and reducing bias implies that some prior knowledge is available about whom is potentially discriminated and which covariates to add to the model. The last section on explicability of predictions is worthwhile in signalling the difficulty with most (black box) AI but the example opposing an SVM model to a logistic model is not tremendously convincing in that neither model is true.

Chapter 5 addresses the crucial challenge of ethical evaluation in a rather verbose and vague manner. For instance, with no instruction on how to resist adversarial attacks. Or criticising p-hacking and multiple testing while missing the elephant in the room (p-values!). Drifting from the topic when discussing the misdeeds of Diederik Stapel. Most of the same goes about Chapter 6 and its take on ethical deployment, when going through examples such as Google’s policies in China. Or general musing on the impact of AI on societal inequalities (with mentions of companies and CEOs who have since then back-pedalled on their ethical engagement). These chapters are lacking in tools and (more) practical recommendations.

One interesting aspect of the book is the attention paid to the EU(ropean) aspect of these concerns, through the GDPR (General DAta Protection Regulations) adopted by the European Parliament in 2016. (There is also a brief mention of China’s regulations, but no details beyond a reference. Maybe the Chinese edition differs.)

with allies like these, no need for enemies

Posted in Books, pictures, Travel with tags , , , , , , , , , , , , , , on April 5, 2025 by xi'an

“More and more European capitals are going down the path of trampling over democratic norms. Of course, we do not want to interfere in France’s internal affairs, we have never done so… But in general, our observations of European capitals show that they are not at all reluctant to go beyond democracy during the political process.” Dmitry Peskov

“I know all about it and a lot of people thought she wasn’t going to be convicted for anything. She was banned for five years and she was the leading candidate. That sounds like this country, that sounds very much like this country.” Donald Trump

“I don’t know Marine Le Pen, but do appreciate how hard she worked for so many years. She suffered losses, but kept on going, and now, just before what would be a Big Victory, they get her on a minor charge that she probably knew nothing about – Sounds like a ‘bookkeeping’ error to me. It is all so bad for France, and the Great French People, no matter what side they are on.” Donald Trump

“[Marine Le Pen] is leading in some sociological surveys and they are trying to put her in prison for a very minor charge, which, by the way, concerns her employees, not Marine Le Pen herself. They want to put her in prison and remove her from the elections. Is this democracy?” JD Vance

“When the radical left can’t win via democratic vote, they abuse the legal system to jail their opponents. This is their standard playbook throughout the world [sic].” Elon Musk

“Je suis Marine!” Viktor Orban

“No one who truly believes in democracy can rejoice over a sentence that strikes the leader of a major party down, depriving millions of citizens of their representation.” Giorgia Meloni

“I am shocked by the incredible [sic] tough verdict against [Marine Le Pen]. I support and believe in her for the full 100% and I trust she will win the appeal and become President of France.” Geert Wilders

“The choice to dismiss an elected official should only belong to the people.” Jean-Luc Mélanchon

“Those who fear the judgment of the voters often find reassurance in the judgment of the courts. In Paris they condemned Marine Le Pen and would like to exclude her from political life. A bad film that we are also seeing in other countries such as Romania.” Matteo Salvini

Vooooote!!!

Posted in Kids, pictures, Travel with tags , , , , , , , , on June 9, 2024 by xi'an

be EU!

Posted in Kids, pictures, Running, Travel, University life with tags , , , , , , , , , on June 8, 2024 by xi'an