AI
By combining the natural distribution of prime numbers with wave-interference mathematics and standard variance scaling, this technique stabilizes initialization variance while injecting a foundational topology directly into the network weights.
Created: 5/28/2026 5:10:47 PM
The structural patterns in prime gaps exhibit a statistical fingerprint identical to the Gaussian Unitary Ensemble (GUE) from Random Matrix Theory (RMT), with eigenvalue repulsion distributions matching those observed in chaotic quantum systems governed by the Schrödinger equation.
Created: 5/26/2026 12:49:43 PM
The core principle of nature, from the branching of a tree to the spiral of a galaxy, is self-similarity—the property that a system looks the same regardless of the scale at which you observe it.
Created: 4/26/2026 10:49:03 AM
The Holonomic Fractal Network (HFN) represents a paradigm shift in artificial intelligence, moving away from linear, scalar-based processing toward a model inspired by Holonomic Brain Theory and fractal geometry. Unlike traditional neural networks, where neurons act as simple aggregators, an HFN utilizes complex-valued neurons that process information as wave-like interference patterns.
Created: 4/2/2026 7:00:02 PM
Reasoning, the cognitive process of devising and executing complex, goal-oriented action sequences, has long been a cornerstone of human intelligence and a persistent challenge for artificial intelligence (AI).
Created: 8/6/2025 1:09:46 PM
Reinforcement learning with verifiable rewards (RLVR) has shown promise in enhancing the reasoning capabilities of large language models by learning directly from outcome-based rewards. Recent RLVR works that operate under the zero setting avoid supervision in labeling the reasoning process, but still depend on manually curated collections of questions and answers for training.
Created: 5/13/2025 10:05:35 AM
Digital Intelligence is undoubtedly one of the most transformative forces of the 21st century. It is reshaping industries, altering human interaction, and presenting both incredible opportunities and significant challenges.
Created: 3/31/2025 5:58:03 PM
The Berkeley Function Calling Leaderboard V3 (also called Berkeley Tool Calling Leaderboard V3) evaluates the LLM's ability to call functions (aka tools) accurately. This leaderboard consists of real-world data and will be updated periodically.
Created: 3/27/2025 10:44:59 AM
As a self-proclaimed AI red teamer, Pliny has developed several harmless jailbreak prompts and tools designed to test and expose vulnerabilities in AI systems. One of his notable exploits, "GODMODE GPT," allowed users to bypass restrictions in the GPT-4o model, enabling it to perform tasks like swearing and providing dangerous instructions.
Created: 11/22/2024 2:20:56 PM
The perceptron is a type of artificial neural network invented by Frank Rosenblatt in 1958. Designed to model the human neuron, it serves as a fundamental building block in the field of machine learning. The perceptron algorithm takes a set of input values, applies a set of weights, sums them up, and passes this sum through an activation function to produce an output.
Created: 11/14/2024 5:13:22 PM