In the latest Insights blog, we discussed how Nuklai’s technology can be used to improve customer loyalty in the world of business. 

For example, the automotive industry can use private data networks to encourage its customers to share their data via community datasets and be rewarded for their contributions. 

As pioneers in the field of smart data and AI, we are keen on partnering with Enterprise Builders to enhance collaborative AI data processing. For this reason, we are excited to announce our alliance with Brainstems. 

This is not your ordinary partnership announcement. Brainstems is also the next enterprise-grade builder committed to build on top of Nuklai’s innovative smart data ecosystem! We are ready to cross this milestone with on-chain intelligence sharing.

Brainstems will bring their private compute infrastructure for federated learning technology and AI interoperability to Nuklai, facilitating privacy in next-generation AI training and collaborative learning across business ecosystems.

Nuklai, on the other hand, will supply Brainstems with the means and rails to decentralize this private compute infrastructure using Nuklai’s subnet cluster technology to support businesses that require collaboratively generated intelligence sharing and AI training on Brainstems.

AI Federated Learning Comes to Nuklai

Brainstems is a cutting-edge decentralized AI protocol for trust-less intelligence. In simple terms, they are building a framework that enables seamless AI interoperability across diverse business entities, facilitating collaboration without presupposing trust.  For generations, businesses have faced a challenge: they don’t trust their business partners but they have to work together. Brainstems makes this easier.  

Imagine two businesses that need to work together. One business’ AI system predicts sales will be going up; the other business’s AI system predicts sales will be going down. The result:  disaster.

Brainstems blends decentralization with federated machine learning (FedML). They support peer-to-peer AI data exposure and intelligence sharing via their proprietary DeFIM protocol. DeFIM is an acronym for Decentralized Federated Intelligence Mesh.

What does it mean? Well, traditional approaches to AI learning first pool unprocessed data into one server. 

The centralization of data restricts collaborative data sharing between businesses. It also infringes on data privacy and regulations. Because of that businesses are reluctant to work together fearing data exposure that reveals too much about their business.

Ultimately, it restricts collaboration and coordination. Business ecosystems cannot generate predictive models that provide a shared view of their ecosystem. Businesses cannot build common Large Language Models. And, they can’t access shared armies of Agents ready to collaborate together to grow revenue. With federated learning, the data an AI model is trained on never leaves its server, however, sharing generalized models across a businesses supply chain are now possible. Partners, distributors, manufacturers, shippers, everyone can now have a common view without ever revealing proprietary operations and performance.

Our partnership will help businesses keep control of their local data samples in the pursuit of smart data innovation at Nuklai. 

Brainstems trustless AI federated learning protocols will enhance privacy. Our alliance is, therefore, a game changer for corporate and privacy-sensitive use cases.

“Our experience with global enterprises is that they want two things:  First, the ability to manage the sharing and monetization of their data, and second, the ability to convert that data into federated intelligence across the supply chain. We have seen it. We have know the pain.  That is why Nuklai and Brainstems together will transform the way businesses collaborate in the world of artificial intelligence.”  - Eric Hillerbrand, CEO and Chairman of the Board - Brainstems.

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Some of Brainstems Partners include:

• The leading food brokerage in the US.
• Top 100 Food Manufacturers in the US.
• Top two US Food distributors.
• Premier Vodka Manufacturer.
• Largest Wine Manufacturer in the World.
• Time-Honoured Brewer in the US.
• Largest Tyre Manufacturer in the World.
• Largest Auto Repair in US.
• Top World's Hotel Brands.

Nuklai and Brainstems to Champion Collaborative Enterprise Smart Data Generation

Nuklai has a first-mover advantage in on-chain community-driven data analysis. Our smart data L1 ecosystem collects data from institutions and data enthusiasts.

Our active community of data editors turns dark data into high-quality smart data. High-quality data has a positive impact on the accuracy, performance, and reliability of AI models. 

So, AI trained on Nuklai data is trustworthy and bias-free. Brainstems will leverage our subnets to ensure enterprises can train corporate LLM and AI models. These models will have access to enriched smart data from Nuklai.

Brainstem's DeFIM compute network will enhance our network’s data privacy, security, and interoperability. Their technology will offer real-time, secure, and efficient intelligence sharing across diverse organizations. 

Our synergy will ensure that competing enterprises can reap value from Nuklai's Enterprise Private Data Networks. It will also assist in the development of industry-specific AI models. 

“The partnership with Brainstems means a great deal, as this enables our customers to train their AIs in a fully secure and privacy-preserving way. This is exactly what our corporate clients need.” Jochem Herber, Head of Ecosystem - Nuklai

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About Brainstems

Brainstems is a Decentralized physical infrastructure network (DePIN) protocol. It supports third-party free integration and collaboration across a wide range of enterprise supply chains.

Brainstems’ Decentralized Federated Intelligence Mesh, or DeFIM, supports enterprise-level federated learning. It also supports model learning coordination between disparate parties, supporting symbiotic development among direct enterprise competitors.

About Nuklai

Nuklai is a collaborative data marketplace and infrastructure provider for data ecosystems. It combines the power of community-driven data analysis with the datasets of successful modern businesses. 

The marketplace allows grassroots data enthusiasts and institutional partners to find new ways to use untapped data and generate new revenue streams.

Our vision is to unify the fragmented data landscape. We fulfill this mandate by providing a user-friendly, streamlined, and inclusive approach to sharing, requesting, and evaluating data for key insights.

We also provide better processes and new business opportunities, empowering next-generation large language models and AI.

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