Can AI Achieve True Creativity?

Exploring the parallels between human creativity and neural networks

2025   ·   4 min read   ·   ai,   neuroscience,   creativity   ·   cognitive-science

Somatic Marker Hypothesis by Antonio Damasio

Why your gut feelings aren't just superstition — they're sophisticated neural machinery that's been running your life all along

2025   ·   14 min read   ·   neuroscience,   decision-making,   emotions,   cognition,   psychology   ·   cognitive-science

LLM Inference Optimization

Production-Ready Techniques for Real-World Deployment

2025   ·   28 min read   ·   machine-learning,   transformers,   production,   optimization,   high-load   ·   system-design

PEFT Method Overview [implementing Adapters in PyTorch]

Exploration of modern parameter-efficient fine-tuning techniques with PyTorch implementations and practical insights.

2025   ·   46 min read   ·   machine-learning,   transformers,   peft,   lora,   adapters,   fine-tuning   ·   machine-learning

Physical Symbol Systems and the Language of Thought

Exploration of the physical hypothesis of symbolic systems, the language of thought hypothesis, and philosophical challenges

2025   ·   12 min read   ·   cognitive-science,   philosophy-of-mind,   symbolic-systems,   language-of-thought   ·   cognitive-science

Building a Transformer (Cross-Attention and MHA Explained)

Learn and implement the most iconic architecture in modern deep learning.

2025   ·   30 min read   ·   machine-learning,   transformers,   multihead-attention,   positional-encoding,   nlp   ·   machine-learning