TL;DR
Oasis AI is revolutionizing access to powerful AI models through distributed computing. Here's a quick overview of how you can participate and benefit from this innovative platform:
Earn $OAI
Earn $OAI with spare compute. Put your existing hardware to use and tap into the hidden power of Oasis AI’s incentivized network.
- Visit Oasis AI
- Connect wallet and signup
- Download their extension
- Run in background to earn $OAI
- Monitor your progress in their dashboard
Full instructions in article below.
Discord Bot
Oasis AI provide a free image generation Discord bot that can be added to any server.
X (Twitter) Bot
Oasis AI provide an X (Twitter) bot that will generate images when tagging @GenerateThis in a reply.
Read on for more information 👇
Introduction
Oasis AI is a decentralized platform for machine learning inference, revolutionizing how users access and deploy AI models by leveraging distributed compute resources. In an era where AI workloads are becoming increasingly intensive, Oasis AI provides a marketplace that connects users with a vast, decentralized network of computational power. This network allows users to tap into powerful AI models for tasks like image generation, natural language processing, and predictive analytics, without relying on centralized cloud providers.
One of the key innovations behind Oasis AI is its integration with Decentralized Physical Infrastructure Networks (DePIN), where individuals and organizations can contribute their underutilized compute power, whether from personal devices, servers, or edge infrastructure, and earn rewards for their contributions. This model decentralizes AI computation, creating a more scalable, resilient, and cost-effective ecosystem for machine learning tasks. By empowering users to access AI resources on demand while enabling contributors to monetize their spare compute, Oasis AI democratizes access to cutting-edge AI technology and helps drive the future of decentralized AI.
Core Capabilities & Advantages
Distributed Compute
Oasis AI utilizes a network of providers who contribute their unused GPU/CPU power to the network. This distributed approach enables the platform to offer access to powerful AI models at reduced costs compared to traditional centralized solutions.
User-Friendly Interface
The platform is designed to be accessible to users of all technical backgrounds. Users can interact with AI models through a web interface, while providers can connect their compute resources using a simple browser extension.
Model Variety
Oasis AI offers a diverse range of curated open-source AI models, including chat assistants, image generators, speech-to-text models, and more. The platform is continuously updated with new models to meet the evolving needs of users.
Incentivized Participation
Providers are incentivized to contribute their compute resources to the network by earning $OAI tokens. Users can track their earnings and stats through a dashboard.
Developer Integration
Oasis AI provides APIs and SDKs for developers to integrate the platform into their own applications. This allows developers to leverage the power of distributed compute and build unique AI-powered solutions.
Transparent Pricing
Oasis AI utilizes a real-time usage and per-request billing model. This provides transparency and cost-effectiveness for both users and providers.
Benefits of Oasis AI
Cost-Efficiency
By leveraging distributed compute, Oasis AI offers access to powerful AI models at a fraction of the cost compared to traditional centralized solutions.
Accessibility
The platform is designed to be user-friendly for individuals of all technical backgrounds, regardless of their web3 knowledge.
Flexibility
Providers can schedule their compute contributions and manage their utilization to maximize their earnings while maintaining control over their resources.
Innovation and Collaboration
The platform's open-source nature encourages collaboration and innovation within the AI community.
Scalability
The distributed network allows for easy scaling of computational resources, adapting to growing demand without significant infrastructure investments.
How Oasis AI Works
- Provider Connection Providers connect their compute resources to the network through a browser extension, scheduling their availability and setting maximum power usage limits.
- User Requests Users access specific AI models through the platform's interface, submitting requests for various AI tasks.
- Resource Allocation The platform's algorithm dynamically matches user requests with available compute resources. This matching process considers factors such as bidding density, which accounts for a provider's compute power and task completion capability.
- Task Execution Inference tasks are executed on the provider's hardware using WebGPU technology, ensuring efficient processing of AI workloads.
- Result Delivery and Rewards Processed results are delivered back to the user. Simultaneously, providers are rewarded with $OAI tokens for their contribution to the network.
Security and Reliability
Decentralized Architecture
Oasis AI emphasize the decentralized nature of the their platform. This architecture, by distributing compute across a network of providers, inherently enhances security by eliminating single points of failure. Unlike centralized systems where a compromise of a central server could impact the entire system, a decentralized network like Oasis AI is more resilient to attacks and large-scale outages. Even if one or several providers within the network are compromised, the overall functionality of the platform can be maintained.
Data Encryption and Privacy Protection
While Oasis AI do not seem to explicitly state that they employ end-to-end encryption for all data transmitted through its network, the whitepaper mentions the utilization of differential privacy within its task allocation system. Differential privacy is a technique used to protect the privacy of individuals within datasets by adding noise to the data, making it difficult to identify individual data points while still preserving the overall statistical properties of the dataset. The application of differential privacy suggests that Oasis AI is aware of and actively considers data privacy within its architecture.
Slashing Mechanism
Oasis AI employs a slashing mechanism to deter providers from submitting invalid results. This mechanism utilizes fault proofs to identify and penalize misbehaving providers, ensuring the integrity and reliability of the network.
Optimistic Proof System
The platform relies on an optimistic proof system to verify the correctness of inference results. This system allows users to challenge results and trigger a verification process if necessary, promoting transparency and trust in the network's operations.
Discord Bot
Oasis AI recently released their Discord bot which allows users to generate free, unfiltered AI content within any Discord server where it is installed. This content includes AI-generated images created from text prompts.
Anyone can add the Oasis AI bot to a Discord server. Server owners or administrators can add the bot following these steps and it can also be installed as a user application, enabling them to use it in any Discord server they join. This is can be done by following these steps.
The bot can be used by using /generate This command allows users to generate AI images using text prompts. Users can provide a prompt describing the desired image, such as "a beautiful sunrise." The full and up-to-date command list can be found here.
Current Supported Models
Flux.1 [Dev]
This is the primary model used by the /generate command for generating images. It is an open-weight, guidance-distilled model suitable for non-commercial applications. See here for a detailed guide on crafting effective prompts for Flux.1, including recommendations for specifying the subject, style, composition, lighting, color palette, mood, technical details, and additional elements.
Pony Realism NSFW
This model is used for generating NSFW content with the /generate-nsfw command. It specializes in realistic images of humans and creatures, see here for specific prompting guidelines tailored to this model.
The bot's capabilities and available models may expand in the future. For more information see the Discord bot’s docs here.
Conclusion
Oasis AI represents a significant step forward in democratizing access to powerful AI models. By leveraging distributed computing and incentivizing individual contributors, the platform is creating a more accessible, affordable, and scalable AI ecosystem. As Oasis AI moves from its beta phase towards full launch, it promises to reshape how we interact with and utilize AI technologies.
The platform's innovative approach addresses key challenges in the AI industry, such as high costs and centralized control, while fostering a community-driven environment for innovation. With its user-friendly interface, diverse model offerings, and robust security measures, Oasis AI is well-positioned to cater to a wide range of users, from AI enthusiasts to developers and businesses.
As the AI landscape continues to evolve rapidly, platforms like Oasis AI will play a crucial role in democratizing access to these transformative technologies. By participating in the Oasis AI network, whether as a user or a provider, individuals can contribute to and benefit from the next wave of AI innovation. The future of AI is distributed and decentralized, and Oasis AI is at the forefront of this exciting paradigm shift.
