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Pulse · theaiinsider.tech

theaiinsider.tech · Oct 23

Is Pharma Moving Too Fast on AI Agents?

Walmart has introduced an Agent Gateway and a set of new features to support customers who shop using AI agents, taking a different approach from rival

Pulse · techtimes.com

techtimes.com · Oct 23

Barclays Cuts 5,000 Jobs After Its Own AI Research Flagged Developer Roles

Barclays announced 5,000 AI-driven job cuts by December 2026, with 60% targeting developer and support roles -- the exact functions its own 3A Framework research had flagged as AI highest-displacement risk. The UK bank also deployed Anthropic Claude across 16,000 employees while returning 500

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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 24

NNV3: Expanding Neural Network Verification to New Architectures and Domains

We present NNV3, the latest version of the Neural Network Verification (NNV) tool, a MATLAB framework for formal verification of deep learning models and learning-enabled cyber-physical systems. Building on the set-based reachability foundation of NNV 1.0 (FFNNs, CNNs, NNCS)…

arXiv

Sep 24

Style, Not Self: Surface Cues Explain Zero-Shot Code Attribution by Large Language Models

If a language model can recognize code it wrote, it may favor that code as a judge, and instances of one model monitoring each other could collude. We test this zero-shot on current commercial models. Five LLMs generate solutions to MBPP, HumanEval, and DS-1000, seven more to…

arXiv

Sep 24

From Processing to Functionality: Engineering Accessible Material States in Cu-Embedded SiO$_x$ Memristive Devices

Resistive switching in oxide-based devices is widely governed by stochastic defect processes, yet a predictive link between fabrication conditions and functional behavior remains elusive. Here, we establish a multiscale framework connecting plasma-defined deposition conditions…

arXiv

Sep 24

ConPro: Contrast Projection Pretraining for Label-Efficient Vessel Segmentation in DSA Sequences

Dense vessel annotation in digital subtraction angiography (DSA) is labor-intensive, yet every unlabeled sequence records how contrast passes through the vessels. Semi-supervised methods take their targets from the current model, and generic self-supervised pretexts reconstruct…

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