Knowledge Distillation Shrinks Models Without Losing Much
A large model can teach a small one to nearly match it. Knowledge distillation trains a compact 'student' to mimic...
Month: July 2026
Grokking: When Neural Networks Suddenly Understand
Some networks abruptly generalize long after they seem done learning. Researchers observed 'grokking,' where a model masters a task suddenly...
Speculative Decoding Speeds Up Large Language Models
A clever trick makes big language models generate text faster without changing output. A small draft model proposes several tokens...
Tardigrades Reveal the Secrets of Surviving Extremes
Microscopic animals that endure the harshest conditions are giving up their secrets. Tardigrades survive drying, freezing, and radiation by entering...
Bioprinting Builds Living Tissue Layer by Layer
Printers that deposit living cells are constructing functional tissue. Bioprinting lays down cells and scaffolds in precise 3D patterns. Researchers...
A Complete Wiring Diagram of the Mouse Visual Cortex
Scientists mapped a cubic millimeter of mouse brain in extraordinary detail. The reconstruction traced hundreds of thousands of cells and...
The Sun’s Surface Revealed in Unprecedented Detail
A powerful new solar telescope resolved features on the Sun smaller than ever seen. Its first images showed cell-like structures...
Organs-on-Chips Model Human Biology on a Slide
Tiny devices lined with living cells mimic the function of human organs. Organs-on-chips recreate the flow and forces of real...
Metasurfaces Bend Light With Flat Optics
Ultra-thin engineered surfaces can replace bulky lenses. Metasurfaces studded with nanoscale structures steer light with precision in a flat film....
Engineered Phages Rescue Patients From Resistant Infections
Viruses tailored to kill specific bacteria saved patients when antibiotics failed. Engineered bacteriophages cleared drug-resistant infections in compassionate-use cases. The...
