What Role Is Left for Decentralized GPU Networks in AI?
What we are beginning to see is that many open-source and other models are becoming compact enough and sufficiently optimized to run very efficiently on consumer GPUs,
Inferencing startup Baseten valued at $5B after new funding round
Baseten raised $300 million at a $5 billion valuation to provide scalable inference infrastructure for deploying AI models, with Nvidia investing about $150 million.
Edge AI: The future of AI inference is smarter local compute
Edge AI shifts computation from cloud to devices, enabling low-latency, cost-efficient, and privacy-preserving AI inference while facing performance and ecosystem challenges.
Enterprise AI success depends more on deploying models against governed business data with guardrails and scalable inference infrastructure than on creating new models.
OpenAI is putting apps in ChatGPT. Why that's a bigger deal than you might think. | Fortune
OpenAI partnered with AMD for M4150 GPUs for inference, committed to six gigawatts and warrants, and launched ChatGPT apps integrating third-party services.
Canalys: Companies limit genAI use due to unclear costs
Companies face challenges in predicting cloud costs as they move from testing to real-world use of generative AI due to the recurring operational costs of inference.