You know after working on multiple products and building things for a while, I always been thinking about this whole sprint thing that everyone’s doing. Like every company, every team just follows this two-week sprint cycle because that’s what everyone else is doing, and it’s just makes me think a lot like what they really get from doing things like this. Because honestly most of the time these sprints doesn’t really have any impact on your actual productivity […]

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This article is from August 2024, some of its contents might be outdated and no longer accurate.You can find up-to-date information about the engine in the official documentation. In Godot 4.3 we are adding a new node called SkeletonModifier3D. It is used to animate Skeleton3Ds outside of AnimationMixer and is now the base class for several existing nodes. As part of this we have deprecated (but not removed) some of the pose override functionality in Skeleton3D including: set_bone_global_pose_override() […]

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arXiv:2507.02890v3 Announce Type: replace-cross Abstract: In Industry 4.0 manufacturing environments, forecasting Overall Equipment Efficiency (OEE) is critical for data-driven operational control and predictive maintenance. However, the highly volatile and nonlinear nature of OEE time series–particularly in complex production lines and hydraulic press systems–limits the effectiveness of forecasting. This study proposes a novel informational framework that leverages Topological Data Analysis (TDA) to transform raw OEE data into structured engineering knowledge for production management. The framework models hourly OEE data […]

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Recent work on the evaluation of large language models emphasizes that the relevant unit of intelligence is not the artificial system alone but the human–AI hybrid. In parallel, topological and dynamical models of cognition based on Painlev’e equations and non-semisimple topology propose that consciousness, intelligence, and creativity emerge from constrained long-horizon dynamics near criticality. This perspective article argues that these two research directions are deeply compatible. We show that the empirical framework for human–AI collaboration can be interpreted […]

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Author(s): Ayoub Nainia Originally published on Towards AI. Being a PhD student working on AI and NLP, I’ve spent quite some time using PyTorch and other high-level frameworks that abstract away the GPU. But recent discussions about whether I should learn CUDA pushed me to step back and revisit the basics: where all of this started, and why it changed. This isn’t an official “learning guide” or a course roadmap. It’s going back to first principles and sharing […]

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A central challenge in scientific machine learning (ML) is the correct representation of physical systems governed by multi-regime behaviours. In these scenarios, standard data analysis techniques often fail to capture the nature of the data, as the system’s response varies significantly across the state space due to its stochasticity and the different physical regimes. Uncertainty quantification (UQ) should thus not be viewed merely as a safety assessment, but as a support to the learning task itself, guiding the […]

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arXiv:2601.04281v1 Announce Type: new Abstract: The disclosure of the Log4Shell vulnerability in December 2021 led to an unprecedented wave of global scanning and exploitation activity. A recent study provided important initial insights, but was largely limited in duration and geography, focusing primarily on European and U.S. network telescope deployments and covering the immediate aftermath of disclosure. As a result, the longer-term evolution of exploitation behavior and its regional characteristics has remained insufficiently understood. In this paper, we present […]

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Published on December 13, 2025 12:38 PM GMT How it started I used to think that anything that LLMs said about having something like subjective experience or what it felt like on the inside was necessarily just a confabulated story. And there were several good reasons for this. First, something that Peter Watts mentioned in an early blog post about LaMDa stuck with me, back when Blake Lemoine got convinced that LaMDa was conscious. Watts noted that LaMDa […]

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