Goodbye, Llama? Meta launches new proprietary AI model Muse Spark — first since Superintelligence Labs' formation

Meta reports that Muse Spark achieves its reasoning capabilities using over an order of magnitude less compute than Llama 4 ...
eLife

Revealing global stoichiometry conservation architecture in cells from Raman spectral patterns

Conservation levels of gene expression abundance ratios are globally coordinated in cells, and cellular state changes under such biologically relevant stoichiometric constraints are readable as ...
Investopedia

T-Test: What It Is With Multiple Formulas and When to Use Them

This calculation can be used for hypothesis testing in statistics Adam Hayes, Ph.D., CFA, is a financial writer with 15+ years Wall Street experience as a derivatives trader. Besides his extensive ...
GitHub

generate_test_data.py

# into a Tx buffer for use in Vitis (for DMA). # we can then use labels to compare execution def quantize_tensor(x, num_bits=8): qmin = 0. qmax = 2.**num_bits - 1. samples = [mnist_dataset[i][0] for i ...
IEEE

Unlocking Generative Priors: A New Membership Inference Framework for Diffusion Models

Abstract: Diffusion models pose risks of privacy breaches and copyright disputes, primarily stemming from the potential utilization of unauthorized data during the training phase. Membership inference ...
GitHub

yolov8_region_counter.py

event (int): The mouse event type (e.g., cv2.EVENT_LBUTTONDOWN). x (int): The x-coordinate of the mouse pointer. y (int): The y-coordinate of the mouse pointer. flags (int): Additional flags passed by ...
IEEE

Towards Federated Inference: An Online Model Ensemble Framework for Cooperative Edge AI

Abstract: Edge inference leverages edge computing devices for the last mile delivery of artificial intelligence (AI) services. To meet the latency requirements while overcoming the resource ...
cmu.edu

Dietrich College of Humanities and Social Sciences

I am an Assistant Professor in the Department of Statistics and Data Science at Carnegie Mellon University. Previously, I was a research fellow at the Simons Institute and a Herman Goldstine ...