2025

March

Bridging Latent Space Reasoning to External World Model Representation for Language Models with Iterative Hypothesis Cycles

February

Grounding Inferred Relationships in Complex World Models with Continual Reasoning

Agents are Decision-Makers First: Leveraging Graph of Decisions for Intermediate Reward Modeling

January

Beyond Correctness: Generating New Problems from Divergent Solutions for Reasoning with Rearrangement Sampling

Closing the Loop: Execution-Guided Continuous Generation for Adaptive Model Reasoning

2024

November

Can Language Models Formulate ML Problems?

The Need for Hypotheses Generation Cycles, Similar Link Prediction & Agency for Dynamic Databases

October

Developing Swan AI & the Six Graphical Representations for Complex Systems

Thought Experiment: Can LLMs Understand & Predict Similar Links in the ‘Arc’ World?

Introduction: The Problem with Holistic, Interrelated Systems

September

Complete Blog: The Problem of Reasoning in Holistic Systems

August

My 54 Modifications on Naïve RAG for BMZ

The Problem at BMZ: Designing a Decision-Making System for Country Policy Decisions & Negotiations

2022

June

Analysis of Neural Correlates of Different Music Genres using Machine Learning