May 23, 2025

Foundations for a Fluid, AI-Augmented Mind-Mapping System

Creative thinking is nonlinear, associative, and often emergent. Yet most tools constrain us to rigid lists, boxes, and outlines.

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May 13, 2025

Design Engineering meets LLMs

A new design paradigm is emerging where engineering meets language models — shifting from deterministic problem-solving to collaborative, interpretive dialogue with hybrid intelligence.

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May 4, 2025

From Entities to Edges: NER and the Shape of Knowledge

This essay explores how Named Entity Recognition (NER) transforms raw text into structured meaning — and how, when paired with knowledge graphs, it reveals the hidden architecture of language. From identifying entities to connecting them, we uncover how language becomes a web of relationships machines can navigate, reason with, and grow from.

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