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The Next 31 Years of Developing Unum

When I was 20, I committed the next 40 years of my life to AI, approaching it from the infrastructure perspective. In 2015, before ChatGPT and the AI surge, such a long-term commitment seemed naive to many — almost like proposing marriage on a second date — the move I am most proud of. Yesterday, Unum celebrated its 9th anniversary, and my open-source contributions have surpassed 9,000 stars on GitHub. To mark the occasion, as I’ve done before, I’m releasing something new, free, and practical for the scientific community: efficient Bilinear Forms for real and complex numbers. These are useful in fields like statistics, computational physics, biology, or chemistry. These kernels may offer up to 5x improvements in mixed-precision throughput compared to BLAS and other libraries that power tools like NumPy, especially for simulating the time evolution of small systems of non-entangled quantum states. If you’re curious about Bilinear Forms, you can check the release notes of the SimSIMD project. ...

November 26, 2024 · 3 min · 561 words · Ash Vardanian

We went through life with a smile 💔

We went through life with a smile. Now I am smiling through tears, alone. Yesterday was the memorial service. One week ago, I didn’t know what that meant. Yesterday I was sitting next to a coffin with the love of my life and our daughter in it. Today I must share their story. Sona There was a girl no one knew. Some have seen her, and some talked to her. Some were friends, and some were relatives, but she was so much more than anyone could have imagined. Her name was Sona. She had a story. A short, tragic story full of love and pain. ...

April 29, 2022 · 15 min · 3031 words · Ash Vardanian