- Locally trained AI models using IOTA and IPF unequally record immutable updates without zero fees, without intermediaries.
- The variance vote filters bad data, and the model achieves 96% accuracy without revealing patient records or transfers.
IOTA’s infrastructure supports medical AI systems that prevent the transfer of sensitive patient information. The setup allows multiple organizations to train their models without viewing raw data. that Use IOTA tangles and IPF to manage and eliminate updates Necessity of central authorities. All contributions are recorded permanently without transaction fees.
Participants train the model within their own system. Once you’re ready to update, post them to a shared distributed ledger. The broader group reviews each through the voting process to decide whether or not to accept it. This helps to block poor quality or tampered updates from affecting the shared model. Each submission is logged and can be tracked. This prevents misuse while keeping private data from the table.
One model thus constructed can use clinical text to identify diseases and reach 96% accuracy without sharing data. Another tool applied this model to label the medical documents with appropriate diagnostic codes. The third was trained to respond to medical questions using only the answers generated by Llama and Biogpt.
Medical AI constructed without sharing a single patient record
IOTA’s technology has proven reliable in both technical use and collaborative efforts that require trust. Using methods that operate without a central authority and provide privacy, the system remains transparent. All uploads to Tangle will be recorded forever and can be checked at any time. This allows for a way to build healthcare AI tools without putting personal data at risk.
These advances illustrate a shift in the role of IOTA beyond payment services. By providing systems that support sensitive applications such as healthcare, this project demonstrates its wide applicability. Confidential data is not passed between agencies and meets strict privacy standards typical of medicine.
IOTA is currently trading around $0.247,show 5% It will increase over the last 24 hours. That daily volume exceeded $40 million, with a total market capitalization of $967 million. These indicate an increase in investor demand, possibly related to new technological advances and global development.
IOTA expands in the US and Asia, supporting battery traceability
In a recent update, CNF reported that IOTA is also increasing its geographic footprint. It has established an official office in the US to acquire toes in the largest global economy. Similarly, he joined the Singapore Digital Assets Association and increased his Asian footprint through membership in association with banks and regulatory authorities.
Apart from healthcare, IOTA also supports the recycling industry. GLC Recycle has applied its digital product passport to its Orobo platform and signed it with Iota Tangle. The system validates information about terminal batteries in a way that ensures that lifecycle data remains intact. Meets European standards such as ESPR and EU battery regulations.
DPP provides a system that enables real-time monitoring and allows traceability. Suitable for industries that require a strong audit trajectory. With such applications in the environment and healthcare sector, IOTA promises the prospect of growing much wider than the original concerns.
