1. ▲ Everyone's Building AI Music Factories. I Want to Build an Instrument. Sep 13, 2026 | ai, music, research, reflection
2. ▲ Testing the Continuous Perceptual Trajectory Hypothesis for Musical Motion: A Preregistered Protocol and Open Framework PDF Sep 13, 2026 | research, paper, music, perception, preregistration
3. ▲ When Should a Prototype Memory Grow? Prediction-Error Gating for Continual Learning PDF Aug 20, 2026 | research, paper, continual learning, prototype memory
4. ▲ Three Ways Predictive Coding Fails and Layer-wise Compression Tolerance in Variational Information Bottleneck Networks PDF Aug 20, 2026 | research, paper, predictive coding, information bottleneck
5. ▲ 5 Death Traps I Learned the Hard Way Aug 18, 2026 | AI, research, lessons learned, continual learning
6. ▲ Storage–Compute Separation for Continual Learning: Hierarchical Dirichlet Process Prototypes with Sleep Consolidation and Exact Knowledge Editing PDF Aug 10, 2026 | research, paper, continual learning
7. ▲ Nexus Runtime: What It Takes to Make an Autonomous Agent Deterministic Aug 6, 2026 | rust, event-sourcing, distributed systems, agents, determinism
8. ▲ Summer 2026: A High Schooler's AI Research Journey Aug 6, 2026 | summer, research, AI, reflection
9. ▲ NeuroLux: Replacing Minecraft BFS Light Propagation with a 3D CNN Aug 5, 2026 | project, minecraft, deep learning, 3D CNN, modding
10. ▲ Sentinel Attention: Error-Gated Sparse Attention with Endogenous Out-of-Distribution Signals PDF Aug 5, 2026 | research, paper, attention, OOD detection
11. ▲ DP-ProtOn: Dirichlet-Process-Guided Online Prototype Learning for Continual Classification PDF Aug 2, 2026 | research, paper, continual learning, prototype learning
12. ▲ When Physics Fails to Think: A Negative Result on Port-Hamiltonian Dynamics as a Substrate for Endogenous Neural Computation PDF Aug 2, 2026 | research, paper, physics, neural computation
13. ▲ AI Will Cheer You All the Way Into a Dead End: What I Learned From AI-Assisted Research Jul 31, 2026 | AI, research, self-reflection, lessons
14. ▲ Honest Code: Attention Is Not Enough — A Systematic Multi-Dimensional Benchmark of Hallucination Detection for Code Language Models PDF Jul 31, 2026 | research, paper, LLM, hallucination
15. ▲ I Spent a Month Building a Causal Dynamical Systems Theory — Then Searched Online and Found It All Already Existed Jul 31, 2026 | research, causality, retrospective, lessons
16. ▲ When 'Segmentation as Representation' Hits Reality: From FH to SAL, a Deep Dive and Retrospective on Visual Tokenization Jul 31, 2026 | research, computer-vision, retrospective, tokenization
17. ▲ The People Who Open Black Boxes: Why the AI Era Needs Geeks More Than Ever Jul 31, 2026 | geek, technology, AI, thinking
18. ▲ Whose Game Are You Winning? On Evaluation Sovereignty Jul 31, 2026 | evaluation, self-reflection, thinking, growth
19. ▲ Six Months Ago, It Took a Free Model an Afternoon to Do What Paid AI Nailed in One Shot — But the Model Didn't Get Smarter Jul 23, 2026 | ai, reflection, technical
21. ▲ That AI Voice Always Running in My Head – What Is It? Jul 10, 2026 | ai, self-reflection, focus, high-school