One of the characteristic features of categorical systems theory is that the behavior of systems can be characterized by certain morphisms into them. In other words, behaviors form a representable ...

Abstract: Determinism is a key concern in the certification of software for safety-critical systems. In this paper, we evaluate the role of determinism in certification standards, using airborne ...

We haven't exactly worked out all of AI's kinks yet. Just try asking ChatGPT to solve a basic math problem or tell you how many R's are in "strawberry." You'll get a different, probably unhinged, ...

Submodular maximization is a significant area of interest in combinatorial optimization, with numerous real-world applications. A research team led by Xiaoming SUN from the State Key Lab of Processors ...

When generating GORM models using gorm.io/gen, the order of indexes in the generated gorm tags is non-deterministic. This causes the generated code to differ between CI and local environments, even ...

In Sarah Yuska’s sixth-grade science class at Monocacy Middle School in Frederick, Maryland, students are just finishing up learning about body systems—respiratory, circulatory, skeletal, and so on.

Forbes contributors publish independent expert analyses and insights. I track enterprise software application development & data management. Prototyping is natural. New smartphone concepts are tested ...

try to run a simple inference test, but see non-deterministic results. # example from dino notebook, test on a small image n_layers = MODEL_TO_NUM_LAYERS[model_name] with torch.inference_mode(): with ...

Abstract: Symmetric encryption algorithms learned by the previous proposed end-to-end adversarial network encryption communication systems are deterministic. With the same key and same plaintext, the ...