Frontiers & Future
What would genuine cognitive-linguistic AI competence require? What does CL tell us about the path forward?
4 Lessons
2.8h
Advanced
10.1 — Multimodal Cognition
How language, vision, and embodiment converge in multimodal AI systems — analyzed through a CL lens.
Apply CL's embodied grounding thesis to evaluate contemporary multimodal AI architectures
Analyze Vision-Language Models through the theoretical lens of conceptual integration theory
Evaluate GPT-4V and Gemini against rigorous CL-derived grounding criteria
All Lessons
Multimodal Cognition
How language, vision, and embodiment converge in multimodal AI systems — analyzed through a CL lens.
AGI & Cognitive Depth
What CL tells us about what genuine AGI would actually require — and what current systems still profoundly lack.
Neuro-Symbolic Reasoning
Combining neural language understanding with symbolic reasoning — CL as the theoretical bridge.
CL-Based Interpretability
Using cognitive-linguistic frameworks as systematic tools for opening the black box of LLM internals.