Cognitive Logic
5 Chapters • Self-paced
Cognitive Memory & Router Systems
Construct high-performance vector caching, semantic routing metrics, and agent memory sqlite tables.
Course Syllabus
1
Study Lesson
1. Semantic Routing vs Standard Pattern Matching
Focus: Comparing semantic routing techniques against traditional regex pattern routers
2
Study Lesson
2. Vector Memory Cache Pipelines for Token Reduction
Focus: Building a local caching layer to prevent duplicate api token costs
3
Study Lesson
3. Schema Structures for Storing Unstructured Logs
Focus: How to design structured database schemas for storing unstructured model logs
4
Study Lesson
4. Propositional Logic Calculations inside Transformers
Focus: How transformers solve complex propositional logic problems mathematically
5
Study Lesson
5. Tracking Specific Reasoning Pathway Activations
Focus: How to trace specific neuron pathways during multi-step model reasoning
AI