Freedom PreethaminMathematical MusingsWhy Ignoring Algebra Could Doom Your Career in AI ResearchIntersecting Functional Analysis, Algebra, and Formal Methods2d ago2d ago
Freedom PreethaminAutonomous AgentsOpen AI Strawberry — The Role of Decision Trees and RL in Chain-of-Thought ReasoningChain-of-thought (CoT) reasoning has significantly advanced the capabilities of large language models (LLMs) by enabling them to handle…3d ago3d ago
Freedom PreethaminAutonomous AgentsOpen AI Strawberry — Mathematical Foundations and Emergent Reasoning in Chain-of-Thought ModelsOpenAI’s recent release of the OpenAI o1 model, also known as the Strawberry AI model, represents a significant leap forward in the field…3d ago3d ago
Freedom PreethaminMathematical MusingsTasking Open AI Strawberry To Solve a Complex Math ProblemOpenAI Strawberry just got released, and I was wondering how it performs on math problems. As the latest advancement in AI language models…4d ago4d ago
Freedom PreethaminAutonomous AgentsFast Weights in Artificial IntelligenceA Mathematical Exploration of Rapid AdaptationAug 29Aug 29
Freedom PreethaminThe SimulacrumThe Unintended Consequences of a Wealth Tax: A Founder’s PerspectiveSeveral states in the United States have proposed wealth tax measures aimed at taxing high-net-worth individuals to address income…Aug 251Aug 251
Freedom PreethaminAutonomous AgentsThe Mathematical Essence of Loss Function Design in Deep Neural NetworksWhen it comes to building robust deep neural networks (DNNs), the importance of loss function design cannot be overstated. The choice of a…Aug 23Aug 23
Freedom PreethaminThe SimulacrumThe Dynamics of Wealth Among the Top 1% in the USAThe wealth of the top 1% in America is often discussed in terms of staggering figures and vast disparities. Yet, to truly understand this…Aug 231Aug 231
Freedom PreethaminThe SimulacrumWhere Are the Moderates?I believe that democracy is an experiment. An experiment to build a better life. A better life not just for oneself, but for everyone…Aug 221Aug 221
Freedom PreethaminMeta MultiomicsBiologically-Informed Downsampling of Genomic Sequences: Mathematical Methods in GenomicsAs the complexity and scale of genomic data continue to grow, I find that there is a pressing need for advanced computational techniques…Aug 21Aug 21