Plasma Sustainment Problem Reframed Through a Novel Energy Ontology in 2 New Studies

A new plasma framework reframes ignition, sustainment, and degradation, redefining energy behavior for next-generation ...

Republican State Legislators Rush to Limit Their Own Regulators

South Carolina’s state legislature is one of 17, mainly in heavily Republican states, that is moving to handcuff state ...

Big Ten Program Spent $12M Just to Land 35 Commits — and It’s Not Ohio State orOregon

What does it take to land a top recruiting class in the Big Ten? For one program, the answer is a $12 million spending spree and 35 signatures. And it’s not the team you think.
IEEE

GraphGrad: Efficient Estimation of Sparse Polynomial Representations for General State-Space Models

Abstract: State-space models (SSMs) are a powerful statistical tool for modelling time-varying systems via a latent state. In these models, the latent state is never directly observed. Instead, a ...
IEEE

VmambaIR: Visual State Space Model for Image Restoration

Abstract: Image restoration is a critical task in low-level computer vision, aiming to restore high-quality images from degraded inputs. Various models, such as convolutional neural networks (CNNs), ...
InfoWorld

What is context engineering? And why it’s the new AI architecture

While some consider prompting is a manual hack, context Engineering is a scalable discipline. Learn how to build AI systems that manage their own information flow using MCP and context caching.
GitHub

State-offset Tuning: State-based Parameter-Efficient Fine-Tuning for State Space Models

State Space Models (SSMs) have emerged as efficient alternatives to Transformers, mitigating their quadratic computational cost. However, the application of Parameter-Efficient Fine-Tuning (PEFT) ...
GitHub

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces

Diffuse Everything is a general framework for building multimodal diffusion models for data of mixed modality, with a minimum need for tokenizers/VAEs/extra encoders. Diffuse Everything is built on ...
LancasterOnline

Denver Borough will investigate state grant funding to construct new municipal buildings

When: Denver Borough Council meeting, Jan. 12. What happened: Council discussed the potential to construct a new municipal building, public works complex and garage. Background: Mike Hession, borough ...