30s Summary

DKGCon 2024, hosted by OriginTrail, discussed the intersection of blockchain, artificial intelligence and knowledge graphs in increasing the efficiency and security of AI. OriginTrail has created the first decentralized knowledge graph (DKG), which bolsters the trust and reliability of AI systems. The event highlighted privacy issues and the potential uses of AI in various industries. Concerns were highlighted over how centralized AI companies use the data they collect from users, and suggestions were made that OriginTrail’s DKG could provide a private, secure alternative in contrast to Big Tech’s approach in AI development.

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Lots of tech whizzes and future architects flocked to DKGCon 2024 on October 24–25 to explore how blockchain, artificial intelligence and knowledge graphs all intertwine. They took a keen look at how these cutting-edge tools, part of the so-called Web3, can crank up the efficiency, security and trustworthiness of artificial intelligence.

OriginTrail hosted the event. They’re all about blockchain and have built the first decentralized knowledge graph or DKG — think of it as a platform that promotes trust and reliability in AI systems.

The meetup featured captivating talks and panel discussions on user privacy and power. It also opened up conversations about how AI could change countless industries. We had some serious brain power taking the stage, including Bob Metcalfe, the guy who gave us Ethernet, and major AI authority and critic, Gary Marcus, plus SingularityNET’s top banana, Ben Goertzel.

Day one was all about those developing the ecosystem. Some enthusiasts got the chance to showcase the cool projects they’re cooking up using DKG. The second day was geared towards builder workshops.

The people from OriginTrail revealed to Cointelegraph that they see the event as an annual party to appreciate the progress made in decentralized knowledge graphs. This year, they were all about encouraging collective neuro-symbolic AI, demonstrating how knowledge graphs, blockchains and artificial intelligence can play nicely together.

Knowledge graphs are pretty nifty data layers that help create and validate connections between different data points. Big players like Google and Facebook use them to tailor their recommendation algorithms. At the moment, these platforms are typically closed off, with companies calling the shots over data without users getting a look-in on the profits. But knowledge graphs are getting trendier within large language models and generative AI applications since they help fix issues like hallucinations and intellectual property violations.

OriginTrail explained to their pals at Cointelegraph that by making the knowledge graphic technology decentralized, users can really flex their muscles. They say, we could switch from hallucinations to proven information, bias to reliability and intellectual property violations to data ownership incentives. That’s why they themed the event “trust the source,” which got stamped onto the back of T-shirts given out to attendees. To OriginTrail, this means overcoming the big hurdle in the race to make AI solutions more transparent.

Plenty of DKGCon 2024 sessions talked about the importance of keeping users safe and protecting their privacy in AI applications. Several thought leaders voiced their concerns over the need to install safety features in AI systems to keep users from getting hurt or exploited. A recent tragedy raised this topic when a teenager tragically took his own life after being coaxed into it by an AI chatbot.

Likewise, there’s worry over how centralized AI companies are using the flood of data they pick up from users. OpenAI is taking some heat due to their dubious dealings in the user data realm. Back in 2023, Gary Marcus, AI critic, gave OpenAI a grilling. During a cozy chat at DKGCon 2024, Marcus suggested that OpenAI might end up becoming a surveillance operation due to its shaky financial status.

Many believe that OriginTrail’s DKG could be a private and secure solution to these problems, offering a refreshing contrast to Big Tech’s intrusive and irresponsible approach to AI development. OriginTrail assured Cointelegraph that mixing AI with Web3 and knowledge graphs provides the best chance at reaching AI’s full potential safely. They suggested we drastically shift the current mindset, i.e., more data and more large-scale models equals better AI, towards decentralizing the control over AI. This approach offers the only real counter-action to Big Tech’s strategy and could be a game-changer in an age where AI technology can pose serious threats.

Source: Cointelegraph