The Controversial Camera with Built-in Generative AI Blew Past Its Crowdfunding Goal

The Caira camera, the rebrand of the camera formerly known as Alice, has blown past its Kickstarter funding goal in its first day.

Caira Is an 'AI-Native' Micro Four Thirds Camera With Google's 'Nano Banana' Generative AI Built-In

This new Micro Four Thirds camera from the makers of Alice is all-in on generative AI.

Machine learning based characterization of high risk carriers of HTLV-1-associated myelopathy (HAM) - Scientific Reports

HTLV-1-associated myelopathy (HAM) develops in a part of HTLV-1-infected individuals while most of the individuals remain asymptomatic. This complicates the identification of HTLV-1 carriers at elevated risk. In this study, we integrated HTLV-1 proviral load and antibody titers against Tax, Env, Gag p15, p19, and p24 proteins in a machine learning (ML) framework to identify and characterize high-risk individuals likely to develop HAM. We stratified asymptomatic carrier samples employing an anomaly detection model. We further developed and validated classifier models capable of distinguishing three clinical subgroups, carrier, ATL, and HAM for assessing the anomaly carrier samples as unseen test data. With most anomaly carrier samples (~ 76.47%) predicted as HAM, further statistical and interpretative analysis revealed the ‘HAM-like’ characteristics of the anomaly carrier samples indicating elevated risk. Additionally, significant heterogeneity in immune response was observed among other asymptomatic carriers. As an exploratory, hypothesis-generating study, our findings are preliminary and aim to propose potential biomarkers and computational strategies that warrant validation in future longitudinal investigations. Our machine learning-based approach offers a novel and insightful tool for identifying and evaluating high-risk characteristics for HAM, providing a holistic view of the complex immune dynamics of asymptomatic carriers of HTLV-1.

Oxbow — oxbow documentation

Simulations of beating heart may inform treatments for atrial fibrillation

You may have heard the phrase "my heart skipped a beat" when someone was talking about a romantic encounter. In truth, hearts that beat irregularly are dangerous for your health. Atrial fibrillation (AF) is the most common type of irregular heartbeat, and over time, it can worsen and become a permanent condition, a severe disorder that's the leading preventable cause of ischemic stroke, according to the NIH.