Article Sep 29, 2026 NESS, the Neural-Symbolic Sandwich A new direction for making transformers AGI-friendly—via judiciously mixing continuous symbolic program learning into open-weights transformers. Ben Goertzel 43 min read
Article May 10, 2025 Unlocking Neural Network Potential: The Power of Random Weights and Learned Biases Neural Networks learn without Weight updates? New study shows Bias-Only training matches full models. A minimalist approach to training challenges deep learning orthodoxy, offering a lighter path to high-functioning models. Bitania Tilahun 8 min read
Community Dec 16, 2025 The Secret Superpower: Why Your AI Chatbot Can Do Literally ANYTHING Discover why Transformers—the engines behind ChatGPT and Gemini aren’t just smart hacks but mathematically guaranteed “Universal Approximators,” capable of mastering any language task, unlocking simpler, faster, and more efficient AI possibilities. Yeabsira Alemu 4 min read
Community Sep 22, 2025 Teaching Machines to Paint: The Power of VAR Transformers AI leaves cyberspace! Machines now paint in real time, in the physical world, redefining creativity and innovation for the future of technology. Yeabsira Alemu 3 min read
Community Sep 15, 2025 Transformers Already Know How to Learn Transformers learn in context, not through retraining. New research proves they are universal learners, capable of adapting to any task directly from examples, masked or unmasked. Atnatewos Hailealem 4 min read
Community Oct 21, 2025 Universal Approximation in VAR: Tiny Transformers and Infinite Image Possibilities Researchers show that even tiny VAR Transformers can learn any image transformation—revealing how simplicity in design may hold the key to limitless visual AI potential. Mikias Berhanu 4 min read
Community Sep 30, 2025 Unlocking the Code: Are Transformers the Master Keys of AI? Transformers may be more than clever tools. Researchers now suggest they could approximate almost anything—raising questions about the true limits, or lack thereof, of AI learning. Samuel Dagne 4 min read
Article Jul 18, 2025 Hal's Legacy: Exploring AI Through HAL 9000 "Hal's Legacy," a seminal book and a companion documentary film produced in the 1990s, are still valuable when it comes to reflecting on the past, present, and future of AI. Giulio Prisco 6 min read
News Aug 5, 2026 Multimodal AI Predicts Complications After Brain Tumor Surgery AI Model Predicts Brain Tumor Surgery Complications with 87% Accuracy in Multi-Country Study. gizmo guru 2 min read
News Jun 24, 2026 Memory limitations may help artificial intelligence learn language better A proof-of-principle study shows that adding human-like forgetting to small language models improves grammar learning on limited data, though it affects predictions of human reading times. Giulio Prisco 2 min read