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Quantitative Performance Analysis of Stopping Criteria for CMA-ES
Announce Type: new Abstract: Covariance matrix adaptation evolution strategy (CMA-ES) is a state-of-the-art black-box optimization algorithm. In general, CMA-ES uses a portfolio of multiple stopping criteria to automatically determine when to stop the search. This mechanism aims to avoid unnecessary consumption of the function evaluation budget during stagnation.
Ella Langley has the internet buzzing after her black outfit and performance at CMA Fest in Nashville
Ella Langley put on a show Thursday night at CMA Fest. As our loyal readers know, Langley is one of the few true superstars in the world of country music. Anyone who says something different has no idea what they're talking about.
UK drivers given new '£9 every time' alert
UK drivers given new '£9 every time' alert The Competition and Markets Authority (CMA) has warned fuel retailers Drivers are being cautioned that they may be paying more than necessary at petrol stations following the turmoil stemming from the Middle East conflict. Competition regulators have intensified their monitoring of fuel suppliers over worries that reductions in wholesale prices aren't being fully reflected in what motorists pay. The Competition and Markets Authority (CMA) has...
Google ordered to put clearer links in AI search and let UK publishers opt out
UK regulators today ordered Google to put clearer attributions and links to publishers' content in its AI-generated search features. The UK's Competition and Markets Authority (CMA) also said Google must give publishers a way to opt out of AI features in search. "In a world first, publishers will now have effective tools to prevent their content being used to power AI features in search, such as AI Overviews," the CMA said today.
The UK is investigating Paramount's takeover of Warner Bros. Discovery
The UK is investigating Paramount's takeover of Warner Bros. Discovery The first phase of the CMA's probe into the $110 billion deal could last for two months. UK antitrust officials have opened a formal investigation into Paramount's pending takeover of Warner Bros. Discovery (WBD). The Competition and Markets Authority (CMA) announced on Tuesday that it will begin a merger inquiry into the $110 billion acquisition.
UK competition watchdog forces Google to give publishers control over AI search
LONDON — The U.K.’s Competition and Markets Authority will force Google to give publishers greater control over how their content is used in AI-generated search results, it announced on Wednesday. Under the U.K.’s digital market regime, the CMA can impose “conduct requirements” on activities designated with “strategic market status.” Google search was designated with SMS status last year.
Google must let UK publishers opt out of AI search under new rules
Google must let UK publishers opt out of AI search under new rules Britain has imposed new conduct requirements on Google's search services, including allowing publishers to stop their content from being used to power the United States tech giant's artificial intelligence features, as the watchdog ramps up its oversight. The country's Competition and Markets Authority (CMA) has flagged concerns about Google's dominance in search, designating the company with the "strategic market status"...
Enhanced road fuel monitoring report: June 2026
Enhanced road fuel monitoring report: June 2026 Impact of the conflict in the Middle East on UK road fuel prices, spreads and margins. This document provides an update on the Competition and Market Authority’s (CMA) monitoring of UK road fuel prices, retail spreads and margins.
Mechanistic Interpretability as Statistical Estimation: A Variance Analysis
Announce Type: replace Abstract: Mechanistic Interpretability (MI) aims to reverse-engineer model behaviors by identifying functional sub-networks. Yet, the scientific validity of these findings depends on their stability. In this work, we argue that circuit discovery is not a standalone task but a statistical estimation problem built upon causal mediation analysis (CMA).
Google must let publishers opt out of AI Search features, rules UK
Online publishers are getting more control over whether their websites appear in Google's AI Search features, thanks to a UK regulatory ruling. The new conduct rule imposed by the Competition and Markets Authority (CMA) requires Google to let website owners keep their content out of features like AI Overviews, and prevent it from being used for the "fine-tuning" of Google's AI models. "In a world first, publishers will now have effective tools to prevent their content being used to power AI...