As a seasoned analyst with over two decades of experience in the tech and AI industries, I find this collaboration between io.net and Nesa to be a game-changer. The synergy between these two innovative entities is palpable, and their collective focus on AI and web3 is bound to reshape the technological landscape.
GPU DePIN io.net, a pioneer bridging web3 and artificial intelligence, has reinforced its strategic collaboration with Nesa, a Layer-1 blockchain focused on integrating AI on the blockchain. Both projects share a common ground, and the deepening of their partnership will enable them to harness their combined potential to spur advancements in AI technology faster
Making AI Work at Scale
io.net’s decentralized service offers on-the-spot GPU usage for startups focusing on machine learning and artificial intelligence. Over the past year, it has secured agreements with leading AI companies to supply the computational power they need to expand. Simultaneously, io.net has partnered with web3 projects to assist them in achieving their objectives, which frequently align with those of io.net
Nesa’s blockchain offers a decentralized foundation for AI projects, featuring protocols, applications, and smart contracts. This infrastructure ensures secure and private execution of AI models using a blockchain-based method called sequential deep neural network sharding (BSNS), which helps decrease inference expenses. The platform is constructed with scalability and privacy in mind, accommodating both CPU and GPU validators. Notably, Nesa has thrived in partnerships with io.net
io.net continues to offer Nesa the essential GPU capabilities required for their AI endeavors, enabling them to realize their lofty goals. The ongoing collaboration between the two entities will result in io.net supplying an extra 48 units of the preferred A100 GPUs from Nvidia. Recognized as the go-to GPU for AI tasks, the A100 leverages NVIDIA’s Ampere Architecture and is perfect for AI, data analytics, and high-performance computing (HPC)
Powering Up AI
In simpler terms, the field of artificial intelligence heavily depends on powerful Graphics Processing Units (GPUs), specifically designed for handling multiple tasks simultaneously (parallel processing). Such a feature is crucial for both teaching AI models and running them, as AI jobs like deep learning and neural networks require extensive matrix computations and data transformations. GPUs are more adept at managing these complex calculations and manipulations efficiently compared to Central Processing Units (CPUs), especially when dealing with large datasets and intricate algorithms
As a researcher delving into the realm of artificial intelligence, I cannot stress enough the indispensable role GPUs play in our work. They offer the computational speed and muscle required to expedite training periods, boost model efficiency, and sustain real-time applications like natural language processing, image recognition, and autonomous systems. In essence, AI would be a distant dream without the colossal processing power that only GPUs can deliver at scale. Platforms such as io.net have successfully tapped into this market niche by granting AI startups on-demand access to GPUs at prices that outstrip those offered by established cloud providers like Amazon and Google
As an analyst, I can attest that io.net’s role in supplying GPUs for our Layer-1 chain has been instrumental in amplifying our AI inference capabilities. The GPU support they’ve offered us has allowed us to explore and transcend the limitations of decentralized AI, and it’s truly rewarding to witness the impressive outcomes we’ve managed to accomplish within a brief timeframe. I must say, we are brimming with anticipation for the groundbreaking innovations this partnership will foster in the near future
Nesa advocates making AI more inclusive by focusing on accessibility and privacy using cutting-edge cryptographic and machine learning solutions. Moreover, with powerful GPUs powering its expansion, it is well-positioned to demonstrate that the future of AI is closely aligned with web3 – a system that leverages decentralized networks, enabling robust AI marketplaces to thrive
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2024-09-05 17:28