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Pulse · finance.biggo.com

finance.biggo.com · Oct 23

Hackers hijack exposed AI models to launch cyberattacks at victims’ expense

Nathanael Weill, an AI engineer at Air Canada, argues that an agent you cannot grade is an agent you cannot improve, and that teams should manufacture thei

Pulse · eenewseurope.com

eenewseurope.com · Oct 23

PHP, Node.js, eMudhra, and LiteLLM lead busy week for security teams

Running large AI models is expensive, especially when thousands of requests compete for computing resources. The open-source llm-d project aims to tackle that problem with version 1.0, introducing new capabilities for managing AI inference across distributed infrastructure. Founded by Red Hat, IBM, Google Cloud, CoreWeave, and NVIDIA, the project is now governed by the Cloud […]

Pulse

Top picks this weekarXiv

arXiv

Oct 22

A Unified Framework for Image-to-3D Part Generation via Variable Granularity

Controllable 3D part generation is pivotal for digital asset creation, yet existing methods lack the flexibility to accommodate diverse user workflows requiring varying levels of control. In this paper, we introduce FlexPart, a unified image-to-3D part generation framework that supports variable-granularity geometric conditions within a single model. By seamlessly integrating heterogeneous inputs, ranging from sparse points to dense bounding boxes and masks, via gated adaptive modulation, FlexPart unlocks a powerful cross-modal synergy. We also propose an asymmetric geometric guidance mechanism that leverages strong spatial priors to align representations across granularities, improving geometric consistency and facilitating inter-task synergy. Under mask conditioning on PartVerseXL, FlexPart reduces Part CD by 16.6% relative to TripoSG + SAM3D and by 10.5% relative to OmniPart, while maintaining competitive whole-mesh quality. The code can be found at https://github.com/Gucci233/FlexPart

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arXiv

Sep 21

Brain-Token Learning: Microstate-Based Tokenization and Multi-Scale Interaction for Long-Horizon EEG Sequence Modeling

Electroencephalography (EEG) provides a non-invasive window into dynamic brain activity, yet modeling long-horizon EEG sequences remains challenging due to their high temporal complexity, substantial variability across subjects, and the lack of biologically meaningful sequence…

arXiv

Sep 21

The Undetected Damage of Quantization on Retrieval and How to Fix It

We show that a quantized model that keeps its classification accuracy still changes $14$ to $46\%$ of its top-1 retrieval results, and that aggregate ranking metrics reveal only part of this damage. We tie this failure to the gap between the two highest model scores and use…

arXiv

Sep 21

Benchmarking Neural Defend ARCAS 1B: A Foundational Multimodal Deepfake Detection Model

AI-generated imagery evolves faster than benchmark-specific detector evaluations, making a single score an incomplete account of generalization. This paper evaluates Neural Defend ARCAS 1B across benchmark families without benchmark-specific parameter updates. We retain native…

arXiv

Sep 21

NeuIDO: Neural Intrinsic Dynamics Operator for Physics-Informed 4D World Models

World models aim to capture environmental dynamics and predict future trajectories, showing growing potential for embodied intelligence. Physics-informed 4D generation integrates physical simulation to predict 3D object interactions, offering a promising pathway toward world…

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Today's trail

Hackers hijack exposed AI models to launch cyberattacks at victims’ expense

Startup Funding: DeepSeek, Mural, AuxoAI Raise Billions and Millions

PHP, Node.js, eMudhra, and LiteLLM lead busy week for security teams

Pulse

A Unified Framework for Image-to-3D Part Generation via Variable Granularity

deepseek-ai/DeepSeek-V4.1-Flash-1017

xscreensaver-official/xscreensaver

DeepInfer: High-performance inference framework for DeepSeek models

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Top picks

Brain-Token Learning: Microstate-Based Tokenization and Multi-Scale Interaction for Long-Horizon EEG Sequence Modeling

The Undetected Damage of Quantization on Retrieval and How to Fix It

Benchmarking Neural Defend ARCAS 1B: A Foundational Multimodal Deepfake Detection Model

NeuIDO: Neural Intrinsic Dynamics Operator for Physics-Informed 4D World Models

Today's trail

This week in Multimodal

Hackers hijack exposed AI models to launch cyberattacks at victims’ expense

Startup Funding: DeepSeek, Mural, AuxoAI Raise Billions and Millions

PHP, Node.js, eMudhra, and LiteLLM lead busy week for security teams

A Unified Framework for Image-to-3D Part Generation via Variable Granularity

deepseek-ai/DeepSeek-V4.1-Flash-1017

xscreensaver-official/xscreensaver

DeepInfer: High-performance inference framework for DeepSeek models

What are you doing this weekend?

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Rising tools

Brain-Token Learning: Microstate-Based Tokenization and Multi-Scale Interaction for Long-Horizon EEG Sequence Modeling

The Undetected Damage of Quantization on Retrieval and How to Fix It

Benchmarking Neural Defend ARCAS 1B: A Foundational Multimodal Deepfake Detection Model

NeuIDO: Neural Intrinsic Dynamics Operator for Physics-Informed 4D World Models