The benefits to AI are limitless. As are the risks, says OriginTrail.
- Hallucinations
- Bias
- Data Ownership & IP
- Model Collapse
Instead, imagine a world where trust and transparency and key to a verifiable internet for AI…
The recent partnership announcement from Wes Levitt for Theta Labs and OriginTrail is a potential banger. OriginTrail is one of the most real world adopted crypto. It recently presented it’s newest Version 8 Decentralized Knowledge Graph [DKG] at MIT’s Decentralized AI Summit.
Talking out of my hoop, looks like OriginTrail might be keen to get in on Theta’s EdgeCompute power. Possible as well, Theta’s AI services could be used to securely analyze data stored on the the DKG. Theta’s AI and machine learning could organize and curate data stored on the OriginTrail platform, making it easier for DKG users to find and access the data they need.
Additionally, OriginTrail’s DKG could also be used to facilitate the exchange of data between edge devices and the Theta Network’s decentralized cloud. This would enable the creation of decentralized edge computing applications that can process data in real-time.
At last year’s DKG conference in Amsterdam, Wes spoke on behalf of his project Alpha Transform Holdings specifically about utilizing DKG to comprehend and tokenize financial services data and press releases.
“If there’s any question from a shareholder about what the source was, it’s simple to just follow the DKG item and know exactly where that information came from.”
Being able to track the source of information through tokenization is a concept called data provenance:
It is the process of tracking and documenting the creation, modification, and movement of data throughout its lifecycle, from its initial creation to its final use.
Provenance is important because it helps to establish the authenticity and integrity of data, and it can be used to verify the accuracy and reliability of data.
Could the DKG be used to track the provenance of data stored on the Theta Network? It’s possible. This would enable the creation of tamper-proof records of data ownership, custody, and transfer. Lavita AI’s focus on decentralized, secure medical records would certainly be interested in this type of integration on Theta Network.
Ultimately, OriginTrail is what we might call a blue-blood decentralized organization – with a deep commitment to privacy and ownership. Unlike the current state of parasitic data accumulation and control, OriginTrail is designed for true transparency in the data exchange process – allowing data providers to retain ownership over their data and the ability to decide who can access their data and how it is used.
That’s all for my blue-sky thinking for today – we’ll have more information soon. The event is scheduled for Oct. 24 in Amsterdam, livestream links forthcoming.