arXiv:2608.07068v1 Announce Type: new Abstract: Long-horizon agents accumulate growing contexts during interaction, impairing performance and stability.…
AI for science needs reasoning, not just data
Every few decades, someone announces that science has reached its end. In 1903, the revered physicist Albert Michelson wrote that the “facts of physical…
Transformers Struggle to Use Their Emergent World Models: Revisiting the Tower of Hanoi, and the Illusion of Thinking
arXiv:2608.07077v1 Announce Type: new Abstract: The Tower of Hanoi is a simple planning puzzle that in prior work has proven challenging for large…
Not All Problems Are Best Modeled as MILP: A DSL-Centric Framework for Flexible and Accurate Optimization Modeling
arXiv:2608.07040v1 Announce Type: new Abstract: Solving combinatorial optimization problems (COPs) requires not only efficient algorithms but also…
BONSAI: Evolvability-Guided Tree Search over Skills
arXiv:2608.07056v1 Announce Type: new Abstract: A skill is a naturallanguage document that steers a frozen agent whose weights cannot be updated so any…
ZIPBrain: Can EEG Foundation Models Be Faster, Locally Deployable, but Accurate?
arXiv:2608.07033v1 Announce Type: new Abstract: This work investigates whether Electroencephalograph (EEG) foundation models (EFMs) can be made faster and…
Edgify Raises $9M to Expand Edge AI Infrastructure for Physical Retail
London-based Edgify has raised $9 million in Series A+ funding to expand its edge artificial intelligence platform, bringing the company’s total funding…
Unsupervised Adaptation of PDE Foundation Models
arXiv:2608.07053v1 Announce Type: new Abstract: Pretrained partial differential equation (PDE) foundation models can generalize across different…
Hidden text in a PDF is enough to steal sensitive data through Atlassian’s AI agent Rovo
Security firm PromptArmor shows how hidden instructions in a PDF can hijack Atlassian’s AI agent Rovo, silently forwarding sensitive data from Jira and…
PTQ4SNN: Membrane-Aware Post-Training Quantization for Spiking Neural Networks
arXiv:2608.07066v1 Announce Type: new Abstract: Spiking neural networks (SNNs) enable sparse and event-driven computation, but their low-bit deployment…
AI News Brief Hourly Summary 2026-08-10 11h : 11 posts
11 posts were published in the last hour 8:32 : ReQuant: Fixed-Grid Discrete Refinement for Post-Training Quantization 8:32 : Finding Usable Weight Mechanisms with Tiled SVD 8:32 : FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in…
ReQuant: Fixed-Grid Discrete Refinement for Post-Training Quantization
arXiv:2608.07019v1 Announce Type: new Abstract: Post-training quantization (PTQ) is widely used to reduce the memory and computational cost of large…
Finding Usable Weight Mechanisms with Tiled SVD
arXiv:2608.06969v1 Announce Type: new Abstract: The dominant approach to mechanistic interpretability trains proxy dictionaries such as sparse…
FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks
arXiv:2608.07007v1 Announce Type: new Abstract: Federated Learning (FL) enables collaborative machine learning (ML) across distributed clients while…
CAi Copilot: Reducing Operational Workload in Molecular Design through Intent-Driven Agentic Workflows
arXiv:2608.06961v1 Announce Type: new Abstract: Early-stage molecular design is an iterative process, not just a task of generating molecules. Researchers…
Learning in Deep Networks under Dale’s Constraint
arXiv:2608.06963v1 Announce Type: new Abstract: Biologically plausible learning models aim to explain how neural circuits can implement effective learning…
Critical Acclaim Orientation in Large Language Models: Evidence from Film Preference Elicitation
arXiv:2608.06955v1 Announce Type: new Abstract: Large language models (LLMs) are trained on corpora that contain expressions of human judgment about…
LMM Modality Transfer: A Pre-requisite for Autonomous GIS Agents
arXiv:2608.06948v1 Announce Type: new Abstract: AI models are becoming increasingly adept at understanding and processing spatial information, thereby…