The future of Generative AI: How W3AI fits in
The smooth user experience and simplicity of Generative AI have led to its rapid growth and massive adoption among everyday users over the last two years.
In this article, we discuss the key role AIOZ W3AI will play in the future development of Generative AI, whose market size is projected to surpass $350 billion by 2030.
Let's dive in:
Generative AI is a modern branch of artificial intelligence where deep-learning models are capable of generating high-quality text, audio, images, videos, etc, usually in response to users' prompts.
The launch of ChatGPT in November 2022 ushered in the current wave of Generative AI solutions developed over the last 22 months, skyrocketing the demand for GPUs that Generative AI Models can use to execute tasks effectively.
Last week, Nvidia - the leading GPU manufacturer - posted positive financial results in line with analysts' expectations, and its CEO - Jensen Huang - mentioned that they were "seeing the momentum of Generative AI accelerate.”
This statement is a testament to the massive unlocked potential of the Generative AI industry, which has continued to grow in leaps and bounds.
Before the current Generative AI boom, most of the computing resources allocated for AI development were used to train AI models to make accurate predictions when fed with new data (Predictive AI).
Compared to Predictive AI, Generative AI requires additional computational power (for executing inference tasks) and storage space (for storing newly generated data).
These additional computational requirements are an obstacle to many AI developers and businesses who want to develop and integrate Generative AI solutions, as they need to pay cloud service providers extra to utilize their infrastructure for computational tasks.
With Generative AI projected to produce 10% of all new data by 2025, the cost of Generative AI computation is set to rise further as competition for the limited computing resources of cloud service providers increases.
These growing costs pose a serious threat to the future growth of Generative AI since many developers and businesses might be priced out of the Generative AI development race soon - an outcome that can severely limit innovation and consolidate power in the hands of a few.
Let's see how AIOZ W3AI can provide a viable solution to this:
AIOZ Web3 AI (W3AI) is a decentralized AI-as-a-service infrastructure powered by 180,000+ global edge nodes in the AIOZ DePIN and a Web3-incentivized collaborative AI marketplace.
W3AI will leverage the combined processing power (GPU/CPU) and storage capacity (SSD/HDD) of AIOZ DePIN nodes to provide a robust and reliable infrastructure that can handle the complexities of Generative AI computation in a completely decentralized manner.
The decentralized nature of W3AI means it has an infinite growth propensity that will enable it to scale effortlessly to meet the future computational demands of Generative AI, which will help to keep its pricing stable in the long term.
The on-demand scalability of W3AI, coupled with its affordability helps to position it as a superior alternative for AI developers and businesses seeking an infrastructure solution that can power their Generative AI tasks without breaking the bank.
The collaborative AI marketplace in the W3AI ecosystem will also enable AI developers, businesses, and end users to share high-quality AI assets with one another - fostering the much-needed collaboration between members of the AI community.
All of these factors will come together to ensure W3AI plays a key role in the future of Generative AI since it will provide a decentralized ecosystem where the development of Generative AI is open to all, helping to preserve the diversity of its innovations.
If you would like to learn more about AIOZ W3AI ahead of its imminent release, you can download its vision paper in the link below:
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