data privacy
Data Privacy is basically the practice of controlling the collection, storage, and flow of personal information. It protects data belonging to individuals from being misused or accessed without permission. All such data, ranging from financial records to browsing behavior, are supposed to protect the individual from misuse and unauthorized access. The laws like GDPR and CCPA show the growing effort to standardize the issue of data privacy and afford people a right to maintain control over their personal information.
Data Privacy will change in the future thanks to AI
AI would be the central point around which personal information would be reshaped. While AI processes a tremendous amount of data, access to personal information is often needed for AI systems to work correctly, from chatbots to recommendations. But there is one catch: with such an approach, concerns are raised regarding how much information gets uncovered, and where it goes. You may feel that AI-based systems often walk a tightrope between personalization and intrusion. The AI tools will be more advanced- offering a trade-off between privacy and functionality. The future tends to go towards federated learning kinds of solutions whereby data never leaves your device. It means that your details remain intact while smart systems can operate on them. Encryption and decentralized systems will also go a long way in giving you greater say over your information.
What is a AI Data Winter and how does impact innovation?
Recently I was at at the Gitex AI Global Conference and I heard from an esteemed professor the concept of Data Winter. I was very curious about it and here’s an article to elaborate around it. What is a Data Winter? A Data Winter is period of dearth of interest and investment in sharing and […]