The AI engine is hallucinations, giving them a response to thin air. In fact, studies show that new engines have an error rate at 80%. Can the problem be solved by merging the crypto?
Summary
- Artificial intelligence models suffer from hallucinations, the Openai’s O 4-My Miney model claims a 79% error rate.
- A blockchain startup solves the “hallucinations” problem by merging equipment from both AI and Crypto sector simultaneously.
According to a study of another test report released by Openai, it turns out that the O4-Mini model has an error rate as 79%, adequately given the amount of questions in response to these models.
In an attempt to deal with this problem, layer -1 blockchain startup Nukhly launched a new AI engine called Nexus that it calls “Can bring a variety of information together in the integrated format.” The project is supported by AI and Crypto industry names such as IO.NET, Filecoin, and Fetch, deploys resources in an entapt to reduce bias, errors and other anomalies between the AI models.
Kas for data from Coingcko, AI agents create a large part of $ 28.25 billion market cap. Although a market cap of about 30 billion dollars seems to be modest compared to a wide $ 3.7 trillion cryptocurrency market cap, the region has shown great potential for development.
The AI Crypto sector has been invested by a seven-term in the market cap as compared to the mid-2012, around the same period, which has increased from only $ 4.04 billion to more than $ 28 billion in a interval of one year.
Especially for AI agents, the market cap reached the peak of about $ 17.5 billion in January 2025.
This means that AI agents need to be promoted in the Crypto region. Back from December 2024 to January 2025, AI Crypto saw an influx in collaborative projects, in which AI Solutions such as AI platforms such as Ripple joint joints such as Crypto Heavyweight to create AI solutions to AI Solutions such as ATUA.
How does Nexus vary?
Now, the Nexus Project tried to bring back the trend, to make AI and Crypto a new model, which further further in consolation the couple.
Through Nexus, Nuklai aims to create a network of more than 80 partners in the AI and the Crypto region, which incorporates IO.NET, FETCH and Filecoin. This network of partners means that Nexus agrees to manage infrastructure or to pay for power with an outout to pay for expert poverty required interfaces.
IO.NET Chief Business Development Officer, Tausif Ahmed said that using the project cooperation with Nexus
By integrating the large language model of iO.NET directly into the Nexus setup flow, developers have a quick access to a powerful model without the need to infect or pay for the required enterprise API, “
By deploying a model reference protocol, databasing databases, files, APIs and an English source of cloud services in their server, developers who will be able to provide users with answers that come with an explanation that arise information that comes with an explanation.
The founder of Nuklai, Matthijs De Vries said that most equipment that uses AI often sound in surface levels as their models, but separate when needed.
“With Nexus, we are changing it. Crypto.news.
Can AI’s hallucinations really occur?
Nuklai claims that today’s AI model is inability to show problems sources and fabric answers. It describes itself as a system that is “A.-economic”, which means that it supports all major LLMs without locking in a luxurious seller.
The technical foundation of the project on NXSQL, a computing language that works with a virtual system, where every information is arranged in its oven information pool. This allows users to obtain answers from sources, the way it claims to be systematically organized.
However, studies suggest that the main problem is limited to limited access to chaos or training data.
In a study by the AI Foundation, other reasons for the information of the AI presenting the AI are more with the tendency to misinterpret the user signals and focus more focus on fluent, clear and brief writing ratings.
Another major factor that was highlighted by the study includes the training deadline that is near the LLM that slows them down to update the current events or emerging trends.
Although still AI improbles, Nexus’ modular design, open integration, and Integration Betayen Blockchain and AI are yet to be worked to be worked and AI reflects a budding region that wishes to grow the ability to grow. The emergence of more cooperation and shared resources can pave the way for more integration between clod computing, blockchain and AI models in future.
