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Kirill Solodskih, Co-Founder and CEO of TheStage AI – Interview Series
- Kirill Solodskih is the Co-Founder and CEO of TheStage AI, with expertise in optimizing neural networks for real-world applications.
- He co-founded TheStage AI in 2024, securing $4.5 million in funding to automate neural network acceleration.
- TheStage AI automates manual compression and acceleration of neural networks using ANNA, enhancing AI adoption speed and affordability.
- Their technology reduces inference costs by up to 5x, surpassing traditional methods with smart heuristics and efficient approximations.
- TheStage AI accelerates model output faster than PyTorch's native compiler, providing instant deployment for improved efficiency and cost savings.
- Their QLIP toolkit offers flexible optimization algorithms for different hardware, allowing for quick integration of new research into AI models.
- INNs by TheStage AI provide dynamic network compression without quality loss, offering innovative results in deep learning.
- Quantum annealing algorithms and quantum computing could revolutionize AI optimization, providing unparalleled speed and precision.
- The long-term vision for TheStage AI is to create a global Model Hub for optimized neural networks, enabling efficient AI deployment directly on user devices.
- In the next 5-10 years, inference optimization could evolve to cut costs drastically, integrate with hardware solutions, and enhance AI applications in various fields.
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