The latest @origin_trail white paper introduces the Decentralized Retrieval Augmented Generation framework, or dRAG, a novel concept at the intersection of #AI, crypto and Internet.
The term Retrieval Augmented Generation (RAG) was coined by @PSH_Lewis and it represents a technique for enhancing the accuracy and reliability of GenAI models with facts fetched from external sources. This allows AI solutions to dynamically fetch relevant information before the generation process, enhancing the accuracy of responses by limiting the generation to re-working the retrieved inputs.
#dRAG advances the model by organizing external sources in a Decentralized Knowledge Graph (DKG) while introducing incentives to grow a global, crowdsourced network of knowledge made available for AI models to use. The framework enables a hybrid AI system that brings together neural (e.g. LLMs) and symbolic AI (e.g. Knowledge Graph) methodologies. And with @origin_trail Knowledge Assets, every statement is a signed claim with information provenance available on chain (using the @w3c Verifiable credentials data model).
Contrary to using a solely neural AI approach which is based on vector embedding representations, a symbolic AI approach enhances it with the strength of Knowledge Graphs by introducing a basis in the symbolic representation.
dRAG is framework that allows AI solutions to tap into the strengths of both paradigms: the powerful learning and generalization capabilities of neural networks, and the precise, rule-based processing of symbolic AI.
This enables AI based agents, assistants, prediction systems, search & discovery engines and similar operating on a shared, decentralized repository of crowdsourced knowledge, providing the basis for the Verifiable internet with native incentives for knowledge sharing, marketplace and identity protocols enabled by crypto.
It operates on two core components - (1) the DKG paranets and (2) AI models. The dRAG applications framework is entirely compatible with the existing techniques, tools, and RAG frameworks and supports all major data formats.
More in the white paper here:
https://t.co/GiYFYLxVED
The Verifiable Internet for AI is now made possible!
This March:
⭐️@MarioNawfal x @origin_trail AI space
⭐️World’s first #crypto powered AI solution marketed on TV & social networks
⭐️Ambassador Program launch
⭐️Paranets going live triggering unprecedented DKG growth
⭐️more tasty stuff on the menu🧑🍳🍷
The foundations for Verifiable Internet for Artifical Intelligence have been laid out! 💥
A few gems💎 to keep your eye on:
The @origin_trail DKG and @NeuroWebAI are perfectly positioned to address some of the biggest challenges of AI solutions - hallucinations, data ownership, bias and model collapse.
The decentralized retrieval-augmented generation is a powerhouse approach for AI solutions that aim to capture a significant part of the multi-trillion $ emerging market.
The paranets are your chance to mine the key resource AI system require - knowledge - and earn rewards by doing it.
See you in Discord to discuss the details 🖖
Announcing the WHITE PAPER 3.0:
Verifiable Internet for Artificial Intelligence:
The Convergence of #Crypto, #Internet and #AI
⭐️https://t.co/o3iMt8O69q⭐️
“The value of an idea lies in using it” Thomas Edison
The Verifiable Internet infrastructure that drives trusted #AI in plethora of industries is reaching new ATH protocol revenue at the fastest pace ever. At around $50 million staked, @origin_trail emissions now surpassed $1.7 million.
The movement driving the open infrastructure for inclusive AI with #crypto keeps getting stronger!
This seems to be a driving force in covid related communications that somehow people are letting their community down if they choose not to vaccinated / keep getting vaccinated
Are there any reliable studies out there proving that unvaccinated or partially vaccinated individuals are more infectious than fully vaccinated people? #covid#vaccine
The most dangerous thing about this charlatan is not what he stands for; it’s that he doesn’t stand for anything.
Resist👊🏻
#NoVaccinePassports#BorisTheLiar