AGI Concepts AI Reasoning AI Planning Reinforcement Learning World Models Self-Improving Agents AI Alignment Constitutional AI Memory Architectures Cognitive Architectures
33 posts
The pursuit of Artificial General Intelligence (AGI) has long been hindered by the energy consumption and latency of traditional von Neumann architectures. As we scale models to billions of parameters, the "data movement" bottleneck becomes a critical limitation. Enter neuromorphic computing and,...
The quest for Artificial General Intelligence (AGI) has led researchers to look beyond static benchmarks like coding or logical reasoning. A critical missing piece in this puzzle is Theory of Mind (ToM): the cognitive ability to attribute mental states, intentions, and beliefs to others. Recently...
Introduction As Large Language Models (LLMs) become increasingly powerful, aligning them with human values remains a critical challenge. Traditional Reinforcement Learning from Human Feedback (RLHF) relies heavily on human raters to label data, which is expensive, slow, and difficult to scale con...
Artificial Intelligence planning is the backbone of autonomous agents. Unlike standard machine learning, which often focuses on pattern recognition, AI planning focuses on logic, state transitions, and goal achievement. For developers building sophisticated agents or exploring AGI concepts, under...
For years, Large Language Models (LLMs) have dominated the conversation around artificial intelligence. However, a critical distinction has emerged in the research community: the difference between stochastic parrots that predict the next token and agents capable of genuine reasoning. As we inch ...
As we stand on the precipice of Artificial General Intelligence (AGI), the conversation has shifted dramatically from "can we build it?" to "should we build it, and how do we keep it under control?" The field of AI Alignment addresses this exact concern. It is the discipline dedicated to ensuring...
For decades, the field of Artificial Intelligence has operated under the paradigm of Narrow AI (ANI)—systems designed to perform specific tasks, from image recognition to natural language processing, with superhuman proficiency. However, the Holy Grail of computer science remains Artificial Gener...