A platform team at a mid sized software company opens its cloud bill on the first of the month and finds the agent line item has grown again. The agents work. They just think a lot, call a lot of…
Claude Opus 5.5 Explained, What Changed Since Opus 5 Read More »
Medical image segmentation is the task of coloring in a scan, drawing a precise outline around every organ or lesion so that a clinician can measure it, track it over time, or plan around it. Done by hand it is…
G2RA-Net: Graph Slices Sharpen Medical Image Segmentation Read More »
Scientific computing has a glamorous front and a tedious back. The glamour is the physics, the plume of carbon dioxide creeping through porous rock, the pressure building against a distant aquifer. The tedium is getting the simulator to accept your…
Agents4GEOS: An Agent Team That Builds Physics Simulations Read More »
Modern indoor farms drown in numbers. A single growing chamber can carry dozens of sensors sampling many times a second, measuring everything from leaf temperature to the electrical impedance of a stem. The industry has a phrase for the result,…
LLM Agents: When a Language Model Takes Over the Farm Read More »
Graph pattern matching asks a deceptively simple question. Given a small pattern graph, maybe a triangle, maybe a four node clique, find every place in a much larger data graph where that exact shape of connections appears. It shows up…
PGMiner Tackles the Three Ways GPUs Waste Work on Graphs Read More »
Ejection fraction, usually shortened to EF, measures the share of blood that leaves the left ventricle during a contraction. A healthy heart ejects somewhere north of half its filled volume with each beat. When that fraction drops, it is often…
The Segmentation Ceiling: Why Heart Masks Don’t Improve Ejection Fraction Prediction Read More »
Start with the biology, because the whole idea rests on it. A T cell patrols the body carrying a receptor, its own personal sensor, tuned to recognize short protein fragments called peptides. Those peptides are held up for inspection by…
Tcr-Translate: An AI That Translates Targets Into T Cell Receptors Read More »
Train an object detector on ships, planes, and storage tanks, then fly it over a harbor it has never seen. A crane swings into view. The detector has two bad options and one good one. It can force the crane…
HyRS-OWOD: Hyperbolic Geometry for Open World Detection in Remote Sensing Read More »
The blood vessels at the back of the eye tell a quiet story about a person’s health, and in people with severe myopia that story often unfolds far out in the periphery, well beyond where a standard retinal scan looks.…
PG-MAMBA: A Widefield OCTA Dataset and a Polar Mamba Vessel Network Read More »
Modern perception systems are increasingly built by bolting pretrained models together rather than training one big model end to end. You take a 3D model that understands language, add an image model that can segment on command, wire them with…
Foundation Model: Why Collapsing to One Class Too Early Loses Information Read More »