When a worker thread completes a task, it doesn't return a sprawling transcript of every failed attempt; it returns a compressed summary of the successful tool calls and conclusions.

Using machine learning regression models, we predict porosity (measure of potential storage volume) and permeability (measure ...

Dynamic compaction is a ground improvement method that involves percussive blows with a tamper weighing between 5 and 40 tons, dropped from a height of 10 to 40 meters, enabling compaction of various ...

A new study published in Nature has found that sea levels along the world’s coastlines are already significantly higher than the majority of scientific assessments have assumed. The finding, which ...

Abstract: Accurately and quickly obtaining the compaction degree of fill soil during the compaction process of roadbed and foundation is crucial for ensuring the long-term safe operation of major ...

MIT researchers developed Attention Matching, a KV cache compaction technique that compresses LLM memory by 50x in seconds — ...

Plowing, or tilling, is an age-old agricultural practice that readies the soil for planting by turning over the top layer to expose fresh earth. The method—intended to improve water and nutrient ...

At a construction site, a powerful tracked tractor pulls a heavy dynamic compaction roller to stabilize and compact muddy ground. Operated by Collins Earthworks, this massive setup is designed to ...

Anthropic’s Claude Opus 4.6 introduces "Adaptive Thinking" and a "Compaction API" to solve context rot in long-running agents. The model supports a 1M token context window with 76% multi-needle ...

Miniature organs grown in the lab can organize themselves into complex shapes. But they never do it the same way twice, which makes it hard to use these so-called "organoids" to study disease. Now, ...

Sports cardiology has emerged as a distinct subspecialty at the intersection of preventive cardiology and athlete care. While ...

How do modern military structures survive extreme conditions? Discover the materials and engineering methods behind high-performance defence construction.