Assisterr is taking aim at the monopolization of artificial intelligence (AI) by Big Tech, advocating for data ownership and the democratization of AI through community-owned small language models (SLMs) that offer tailored and efficient solutions.
The debate surrounding AI often overlooks a crucial point – the true danger lies not in AI itself, but in the potential for tech giants and government bodies to monopolize it. These powerful entities can manipulate AI to subtly shape public perceptions and behaviors for their own gain, whether it be maximizing profits or exerting political control.
This is not a dystopian fantasy, but rather our current reality that demands immediate intervention. The issue at the heart of AI technology is data ownership. Big Tech has effectively taken control of the collective knowledge of humanity, training their large language models (LLMs) on freely available information and then restricting access behind expensive monthly subscriptions.
A prime example of this is Google’s annual investment of $60 million to access Reddit’s user-generated content. This highlights the vast disparity between the value created by community contributions and the compensation received by those contributors, if any.
In response to this, Assisterr, a Cambridge-based data layer for decentralized AI, positions itself as a catalyst for change. It has created an infrastructure that supports decentralized AI data inference and a network of community-owned SLMs, empowering the very people who contribute to the data ecosystem.
SLMs offer a targeted approach to AI, specifically designed to address specific use cases with greater efficiency and lower costs compared to larger models. By marrying efficiency with high-quality assistance, SLMs excel in automating and enhancing real-time interactions and support within the Web3 ecosystem.
Assisterr’s integration of blockchain technology facilitates a transparent mechanism for tracking community contributions and incentivizes the sharing of previously inaccessible knowledge and data through rewards.
Community-owned SLMs have two key advantages over LLMs. Firstly, they are more efficient and cheaper to train and maintain, making them ideal for specific business or technical needs. Secondly, the importance of a dynamic data pipeline often surpasses that of sheer model size, as regular updates to data are crucial for keeping AI models relevant.
Assisterr addresses the challenge of data sharing, which is crucial for developing AI-powered solutions, by creating an infrastructure that encourages quick model setups and incentivizes data sharing. This framework enables the creation of SLMs specialized for specific domains or business functions, which can be integrated with user interfaces and improved through community contributions.
Assisterr has trained AI-powered developer relations agents (DevRel AI agents) for various platforms, including Solana, Near, Particle Network, and Light Link. These agents, trained using extensive tech documentation and codebases, have significantly improved customer service by handling up to 95% of support requests, reducing wait times, and identifying areas for documentation improvement.
Assisterr’s model ensures that SLMs maintain expertise in specific fields and promotes community data ownership. The project includes an AI infrastructure layer for the interoperability of community-owned models and a mechanism for incentive-driven data contribution and verification, ensuring the models remain up-to-date and efficient.
In addition to launching a contributors program, Assisterr plans to release its testnet and deploy 100 AI Agents in the second quarter of 2024. This will be followed by the transition to its mainnet, integration with Solana, and the beta release of the AI Lab. Assisterr envisions expanding its capabilities to include the development of DApps and applications for users in the near future.
The goal of Assisterr is to maintain an up-to-date knowledge base for each AI model, ensuring an optimal user experience and interface. Beyond supporting the developer community, Assisterr aims to develop DApps and applications on behalf of users in the future.
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