AI framework cuts computing use by two-thirds while more than tripling success in virtual tasks

AI framework cuts computing use by two-thirds while more than tripling success in virtual tasks

A research team led by professor Minhae Kwon of the School of Electronic and Electrical Engineering has developed two core next-generation artificial intelligence (AI) technologies that enable AI systems to handle complex, long-horizon tasks more effectively while reducing computational costs and improving safety. The findings address key challenges that have hindered the commercialization of costly AI assistant services as well as the deployment of AI in safety-critical areas such as robotics and autonomous driving. The findings are published on the arXiv preprint server.

AI assistants that receive user instructions and autonomously plan and execute tasks, such as ChatGPT-based agents, are becoming increasingly widespread...

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FAST and Arecibo point to possible dark galaxy with vast hydrogen reservoir

Two radio telescopes detect a possible galaxy with no visible stars
Color image made by combining the g, r, and i filters from Legacy Surveys ALFALFA and FASHI. The intersection between the two beams is the most probable location for the optical counterpart of AGC 322753, highlighted in the red inset. Here, marked sources with the short horizontal and vertical lines are foreground stars confirmed with Gaia DR3, and the galaxy marked by a white arrow is in the background. Credit: Monthly Notices of the Royal Astronomical Society (2026). DOI: 10.1093/mnras/stag1874

Astronomers have found a vast reservoir of hydrogen with something conspicuously missing: detectable starlight. The object, called AGC 322753, contains roughly 2 billion times the sun’s mass in neutral hydrogen, a potential supply of material for making stars...

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Sea cucumber–inspired gel could help heal damaged tissue in humans

Engineering researchers at the University of Waterloo created this moist, flexible gel to help heal soft-tissue injuries (University of Waterloo).

Inspired by the ability of sea cucumbers to change the stiffness of their bodies, University of Waterloo researchers have developed a gel that could one day help repair damaged tendons and other soft tissues without leaving permanent material behind.

A paper on the study, “Bioinspired Hydrogels with Broadly Programmable Mechanics for Soft-Tissue Interfaces,” was recently published in the journal Advanced Functional Materials.

The water-rich material, known as a hydrogel, acts as a temporary support structure that allows new tissue to grow as the material gradually breaks down...

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Astronomers may have discovered the first moon beyond our Solar System

Artist’s impression of CD-35 2722, a system with a moon-like object

Artist’s impression of CD-35 2722, a system with a moon-like object (Credit: ESO/M. Kornmesser)

Astronomers have uncovered evidence of a bizarre, potentially historic discovery: the first moon ever detected beyond our Solar System. Unlike familiar moons, this mysterious object is at least as massive as Jupiter and orbits a browndwarf, which itself circles a star. The unusual arrangement challenges traditional definitions of planets and moons, leaving scientists unsure what to call it.

Astronomers may have found the first moon beyond our Solar System, but the mysterious object is unlike any moon we know. Observations from the European Southern Observatory’s Very Large Telescope (ESO’s VLT) have uncovered evidence of an enormous moon-like body in the CD-35 2722 star system...

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