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a look inside my head

Literature Review: Token Embeddings Violate the Manifold Hypothesis

6 min read · December 31, 2025

2025 · LLM Manifold Explainable AI Representation Learning · research
Literature Review: From Aleatoric to Epistemic: Exploring Uncertainty Quantification Techniques in Artificial Intelligence

3 min read · December 31, 2025

2025 · Uncertainty Quantification Trustworthy AI Survey · research
Literature Review: Research Robots: When AIs Experiment on Us

4 min read · December 31, 2025

2025 · Agentic AI LLM Human-AI Interaction Simulation · research
Literature Review: Language Models are Injective and Hence Invertible

5 min read · December 31, 2025

2025 · AI Interpretability Security Theoretical Deep Learning LLM · research
Reflection: Agentic AI MOOC

Agentic AI, safety, and the growing gap between exploration and institutionalization.

6 min read · December 21, 2025

2025 · reflection