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heise | Wie Sie gratis KI-Stimmen klonen – für mehrsprachige Podcasts und Hörbücher
Mit dem KI-Tool Chatterbox werden synthetische Stimmen lebendig. Wir zeigen, wie Sie gratis und lokal mehrsprachige Podcasts oder Hörbücher generieren.

LA-based MarqVision, which uses AI to monitor marketplaces for counterfeits, raised a $48M Series B led by Peak XV Partners, bringing its total funding to ~$90M (Kate Park/TechCrunch)
https://techcrunch.com/2025/09/15/harvard-law-to-ai-marqvisi…

Harvard Law to AI: MarqVision lands $48M to combat brand abuse | TechCrunch
This LA-based startup raised $48M to tackle brand abuse

Dein Lieblingsstrand - plötzlich weg?
https://de.euronews.com/my-europe/2025/10/15/meeresspiegel-klimawandel-strande-europa

Welche beliebten Strände könnten in wenigen Jahrzehnten untergehen?
Der steigende Meeresspiegel könnte in Europa bis zum Jahr 2100 einige der beliebtesten Strände des Kontinents überfluten. Hier die Liste der zehn besonders gefährdeten.

Learning non-Markovian Dynamical Systems with Signature-based Encoders
Eliott Pradeleix, R\'emy Hosseinkhan-Boucher, Alena Shilova, Onofrio Semeraro, Lionel Mathelin
https://arxiv.org/abs/2509.12022

Learning non-Markovian Dynamical Systems with Signature-based Encoders
Neural ordinary differential equations offer an effective framework for modeling dynamical systems by learning a continuous-time vector field. However, they rely on the Markovian assumption - that future states depend only on the current state - which is often untrue in real-world scenarios where the dynamics may depend on the history of past states. This limitation becomes especially evident in settings involving the continuous control of complex systems with delays and memory effects. To capt…

A Markovian Framing of WaveFunctionCollapse for Procedurally Generating Aesthetically Complex Environments
Franklin Yiu, Mohan Lu, Nina Li, Kevin Joseph, Tianxu Zhang, Julian Togelius, Timothy Merino, Sam Earle
https://arxiv.org/abs/2509.09919

A Markovian Framing of WaveFunctionCollapse for Procedurally Generating Aesthetically Complex Environments
Procedural content generation often requires satisfying both designer-specified objectives and adjacency constraints implicitly imposed by the underlying tile set. To address the challenges of jointly optimizing both constraints and objectives, we reformulate WaveFunctionCollapse (WFC) as a Markov Decision Process (MDP), enabling external optimization algorithms to focus exclusively on objective maximization while leveraging WFC's propagation mechanism to enforce constraint satisfaction. We emp…

Turkisasetus sai murskaavan vastaanoton https://animaliamedia.fi/turkisasetus-sai-murskaavan-vastaanoton/
Parlamentissa vaadittiin turkistarhauksen kieltämistä

Turkisasetus sai murskaavan vastaanoton   | Animalia-media
Suurin osa lausujista yhtyi Animalian näkemykseen ja kritisoi turkisasetuksen sisältöä. Moni vaati turkistarhauksen kieltämistä Suomessa. 

Resetting Induces Memory Loss in Non-Markovian Processes
Debasish Saha, Rati Sharma
https://arxiv.org/abs/2509.11608 https://arxiv.org/pdf/2509.11608

Resetting Induces Memory Loss in Non-Markovian Processes
Stochastic resetting is a powerful strategy known to accelerate the first-passage time statistics of stochastic processes. While its effects on Markovian systems are well understood, a general framework for non-Markovian dynamics is still lacking, mostly due to its mathematical complexity. Here, we present an analytical and numerical framework to study non-Markovian processes under resetting, focusing on the first-passage properties of escape kinetics from metastable states. We show that resett…

Analysis and Design of Spare Strategy for Large-Scale Satellite Constellation Using Markov Chain
Seungyeop Han, Zachary Grieser, Shoji Yoshikawa, Takumi Noro, Takumi Suda, Koki Ho
https://arxiv.org/abs/2509.09957

Analysis and Design of Spare Strategy for Large-Scale Satellite Constellation Using Markov Chain
This paper presents a method for analyzing and designing an optimal spare-management policy in large-scale satellite constellations using a Markov chain model. To capture the stochastic nature of satellite failures and launch vehicle lead times, we adopt Markov chains to model both failure and replenishment processes. We reinvestigate an indirect spare strategy, modeled as a multi-echelon periodic-review reorder-point/order-quantity policy, in which spares are first delivered to parking orbits …

„Im Unterschied zur Abwägung bei den Bürgern ist es allerdings nicht nur eine der privaten Moral, wenn sich die deutsche Polizei von der Software der Firma Palantir abhängig macht oder Rheinmetall Marschflugkörper bei Anduril kauft."
https://www.…

Inhomogeneous continuous-time Markov chains to infer flexible time-varying evolutionary rates
Pratyusa Datta, Philippe Lemey, Marc A. Suchard
https://arxiv.org/abs/2510.11982 ht…

Inhomogeneous continuous-time Markov chains to infer flexible time-varying evolutionary rates
Reconstructing evolutionary histories and estimating the rate of evolution from molecular sequence data is of central importance in evolutionary biology and infectious disease research. We introduce a flexible Bayesian phylogenetic inference framework that accommodates changing evolutionary rates over time by modeling sequence character substitution processes as inhomogeneous continuous-time Markov chains (ICTMCs) acting along the unknown phylogeny, where the rate remains as an unknown, positiv…