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I built a RAG system where hallucinations aren't acceptable. Here's what actually worked.
1+ min ago (737+ words) I work in construction during the day. At night, I build software. Five weeks ago, I started building Gibs " an API that answers questions about EU regulations (DORA, AI Act, GDPR) and returns the answer with a direct citation to…...
AI Models Magnetism With Greater Accuracy And Data Efficiency
13+ min ago (275+ words) The core of this advancement is the use of gradient networks, a specialised type of neural network capable of universally approximating any physically plausible magnetic behaviour. Unlike previous Hamiltonian neural networks which rely on numerical differentiation, this approach directly models…...
Machine Learning Cuts Ship Design Time And Cost
19+ min ago (235+ words) Scientists are tackling the immense computational burden of designing more efficient ships. Optimising hull shapes for vessels with complex propulsion systems traditionally demands prohibitive computing power and storage. A novel machine learning technique promises to accelerate this process, delivering substantial…...
Machine Learning Boosts Heat Equation Solutions
42+ min ago (997+ words) Researchers have demonstrated that hybrid classical-quantum neural networks can effectively solve heat equations by integrating quantum circuits to enhance data encoding and improve the modelling of parabolic partial differential equations with potential applications for near-term quantum hardware. https://quantumzeitgeist.com/wp-content/uploads/Image_fx-33-43.jpg Researchers are…...
Quantum Circuits Learn System Behaviour From Data Alone
53+ min ago (924+ words) Researchers have developed a new method, SIQHDy, which accurately recreates the behaviour of quantum systems by learning the underlying rules from limited observational data using a streamlined circuit-based approach. https://quantumzeitgeist.com/wp-content/uploads/Image_fx-32-44.jpg Researchers are developing new methods to understand the underlying rules…...
Algebra Relates Polynomials To Words In Multisets
1+ hour, 2+ min ago (306+ words) By carefully analysing the fibres of this family, researchers establish a surprising correspondence between Pn and both the classical coinvariant algebra and the group algebra, offering a new perspective on their interrelationships. Furthermore, the research extends these findings to Young…...
Understanding RNNs – Part 3: Unrolling a Recurrent Neural Network
2+ hour, 14+ min ago (197+ words) In the previous article, we passed some values to the RNN and obtained the output. Now, to make it easier to understand as we include more inputs, we need to unroll the neural network. When unrolled, it looks like this....
Yoshua Bengio’s AI safety warning: Build intelligence first, power later
2+ hour, 44+ min ago (533+ words) At the India AI Impact Summit 2026 in New Delhi, one of the "Godfathers of AI," Yoshua Bengio delivered what may be the most sobering " and quietly radical " vision for the future of artificial intelligence. While the industry races toward ever-more…...
AI expansion push: Seven PSBs roll out 32 generative AI use cases under EASE 8.0 programme
2+ hour, 44+ min ago (566+ words) Seven public sector banks are using generative AI for 32 new applications. These initiatives aim to boost efficiency and credit assessment. Ten banks have formal AI policies. The EASE 8.0 reforms encourage AI for complex tasks and faster decisions. Future reforms, EASErise,…...
Laser-etched glass can store data for millennia, Microsoft says
3+ hour, 12+ min ago (555+ words) Thousands of years from now, what will remain of our digital era? The ever-growing vastness of human knowledge is no longer stored in libraries, but on hard drives that struggle to last decades, let alone millennia. However, information written into…...