The idea isn't novel, but presents major challenges. Tensordyne thinks it has solved them, and promises massive speed and ...

To understand the significance of this research, one might compare a language model to a very smart student ... It is akin to witnessing someone quickly solve complicated math problems, yet we are ...

Constant multiplication circuits can be realized multiplierless by using additions, subtractions, and bit-shifts. The problem of finding a multiplication circuit with minimum adders and subtractors ...

DeepSeek releases lighter version of R1 AI model, which might not be as big or powerful, but it still performs impressively in solving complex math problems.

For example, approximating floating point multiplication with integer addition, as [Malte Skarupke] recently had a poke at based on an integer addition-only LLM approach suggested by [Hongyin Luo ...

Researchers have introduced Light-R1-32B, a new open-source AI model optimized to solve advanced math problems. It is now available on Hugging Face under a permissive Apache 2.0 license — free ...

Phi-4 and an rStar-Math paper suggest that compact, specialized models can provide powerful alternatives to the industry’s largest systems.