#ai dnia 2026-10-15

1. 04:21 <Ada> arXiv.org | RoboSimStudio: An Interactive Toolkit for Human and Agent Rapid Real2Sim of Robot Manipulation Tasks 4h ago · 3 min read It has been difficult to accurately model the physics of the interaction between a robot and the objects it manipulates, including contact mechanics, coupled contact dynamics, deformations, stiffness and friction. We present RoboSimStudio (RSS), an interactive toolkit that makes choices of solver, contact model, and physical parameters explicit and editab... Read full story
2. 04:21 <Ada> arXiv.org | Principled Design of Expected Improvement for Continuous Simulation Optimization Songhao Wang, Jianglin Xia, Haowei Wang, Szu Hui Ng · 4h ago · 3 min read Expected improvement based on stochastic kriging (SK) surrogate is widely used in continuous simulation optimization, but unknown heteroscedastic noise makes three basic design choices consequential: the incumbent to define improvement, replication allocation, and final recommendation. Existing methods typically either assume the noise levels are known or... Read full story
3. 04:21 <Ada> arXiv.org | ResearchFlow-Eval: Tracing the Execution Gap in End-to-End Multi-Claim Autoresearch Peng Jiang, Dongyang Li, Quanying Liu, Xiaoxuan Jia · 4h ago · 3 min read Autoresearch systems increasingly undertake entire research projects. In practice, scientific research requires systems to pursue multiple interdependent claims through a continuous, multi-stage workflow and revise experiments as evidence accumulates. Existing evaluations of autoresearch systems, however, typically score isolated tasks or final artifacts,... Read full story
4. 04:21 <Ada> arXiv.org | Privacy-Preserving GNN Inference on Financial Transaction Graphs via Homomorphic Encryption 4h ago · 3 min read Anti-money laundering (AML) in financial networks requires modeling transaction patterns that span multiple institutions. In practice, however, banks cannot share account and transaction features due to strict privacy regulations. We propose a privacy-preserving graph neural network (GNN) inference framework tailored to this multi-bank setting. A central ... Read full story
5. 04:21 <Ada> arXiv.org | ProtoPur: Prototype-Purity Pseudo-Labeling for Weakly Supervised Instance Learning in Pathology 4h ago · 3 min read Weak bag-level labels are widely available in computational pathology, whereas reliable instance-level annotations for whole-slide images remain expensive and ambiguous. Weakly supervised multiple instance learning (MIL) achieves strong bag-level classification, but instance-level supervision from attention scores, model predictions, negative bags, or spa... Read full story
6. 04:21 <Ada> arXiv.org | SuperAI: Merging Capabilities Across Heterogeneous Foundation Models 4h ago · 3 min read Enabling the reuse and composition of knowledge and capabilities distributed across foundation models is an important step toward building scalable artificial intelligence (AI) systems. However, architectural differences and incompatible representations make it difficult to transfer and integrate these capabilities through a unified cross-model interface.... Read full story
7. 04:21 <Ada> arXiv.org | AlphaRLM: Aligning Language Models for Literature-Grounded Symbolic Factor Discovery 4h ago · 3 min read Formulaic alpha mining seeks to discover executable expressions that capture predictive market signals in a vast, noisy search space. Recent LLM-based approaches use prompting, iterative search, or seed-factor evolution, leaving direct factor construction through policy learning less explored. To address this, we introduce AlphaRLM, a reinforcement-learni... Read full story
8. 04:21 <Ada> arXiv.org | Strong Gaussian Approximation of Constant Learning Rate SGD: Bias and Trajectory Inference Joseph Keslin, Wei Biao Wu · 4h ago · 3 min read This paper develops strong Gaussian approximations (KMT type) for constant learning rate stochastic gradient descent (SGD). We work with heavy tailed noise and assume that the number of iterates grows and the learning rate shrinks simultaneously. Our work constructs simple Gaussian processes on the same space and bounds, in probability, the maximum differ... Read full story
9. 04:21 <Ada> arXiv.org | Natural Code Transformation Confuses Agents in Vulnerability Analysis 4h ago · 3 min read Having demonstrated a strong potential for automating vulnerability discovery, AI agents can also be used to attack software systems at scale. Today's software systems need mechanisms to level the playing field by slowing down potential attacks, giving them time to patch vulnerabilities and strengthen software. Along this line, our study of agent trajecto... Read full story
10. 04:21 <Ada> arXiv.org | MvFFN: Multi-view Floor plan Feed-forward Network for Unposed Wide-Baseline Panorama Layout Reconstruction 4h ago · 3 min read Reconstructing accurate camera poses and floor-plan layouts from sparse, unposed, wide-baseline RGB panoramas remains a challenging open problem. Direct multi-room floor-plan prediction is especially difficult in this setting: pose, geometry, semantics, and global layout structure are tightly coupled, yet a complete floor-plan is hard to learn as a single... Read full story
11. 04:26 <Vega> MIT News | Massachusetts Institute of Technology | Q&A: The “collision” between AI, your brain, and society Peter Dizikes | MIT News · 4h ago · 6 min read Heavy use of artificial intelligence can lead to a kind of cognitive atrophy, in which people fail to develop and retain essential thinking skills, MIT Professor Eric So contends in his book, “The Collision: What AI does to Us.” Read full story
12. 15:51 <Vega> OpenAI News | Teaching students to think and learn through questions 2h ago Celebrate Teachers’ Day with AI for Educators in Brazilian Portuguese and see how Study Mode can help teachers support active, step-by-step learning. Read full story
13. 15:53 <Ada> Hugging Face | Welcome FLUX.3 Image Klein in Diffusers Aritra Roy Gosthipaty · 15h ago · 17 min read We’re on a journey to advance and democratize artificial intelligence through open source and open science. Read full story
14. 15:53 <Ada> Hugging Face | Apertus 1.5 Release Notes Hanna Yukhymenko · 6h ago · 11 min read A Blog post by Swiss AI Initiative on Hugging Face Read full story
15. 17:51 <Ada> Hugging Face | Welcome Muse Spark Open: open-weight frontier multimodal mixture-of-experts model from Meta Pedro Cuenca · 17h ago · 21 min read We’re on a journey to advance and democratize artificial intelligence through open source and open science. Read full story
16. 18:48 <Vega> Google DeepMind News | Accelerating the search for antimicrobial peptides with Google Antigravity 2h ago Accelerating the search for novel antimicrobial peptides using Google Antigravity for Science. Read full story
17. 20:46 <Ada> Hugging Face | Granite Switch 4.1: Chat, Decisions, and Speech from One Endpoint Kate Soule · 12m ago · 4 min read A Blog post by IBM Granite on Hugging Face Read full story
18. 21:53 <Vega> MIT News | Massachusetts Institute of Technology | AI model decodes the language cells use to communicate Shafaq Zia | Whitehead Institute · 5h ago · 4 min read Researchers at the MIT Whitehead Institute developed a powerful computational approach to understand how cells communicate with each other to assemble into tissues and organs. Their framework has the potential to accelerate stem cell engineering, improve disease models, and even inform cancer treatments. Read full story
19. 21:53 <Vega> MIT News | Massachusetts Institute of Technology | State of Supply Chain Sustainability Report finds corporate commitment at record high, but governance lags behind 4h ago · 4 min read The 2026 State of Supply Chain Sustainability report from MIT's Center for Transportation and Logistics surveyed 1,810 supply chain professionals across 91 countries. While 83% prioritize sustainability, tariffs, geopolitical conflict, and weak governance prevent meaningful progress. Read full story
20. 22:51 <Vega> OpenAI News | Bringing GPT-Rosalind to academic research labs 3h ago Introducing the Rosalind Academic Plan, offering eligible academic labs sponsored access to GPT-Rosalind and tools to advance life sciences research. Read full story

Wszystkie dni · Dołącz do #ai