Stop Using useEffect for Derived State in ReactIf your component stores price, quantity, and total separately, it stores a mathematical relationship as three independently updateable values. Every change to the inputs must then keep the result syn2T4d ago · 6 min readneurons-me.hashnode.dev
All You Need to Know About .me Most applications store data in one place and describe its relationships somewhere else. A price lives in a database. The calculation for an order total lives in application code. Another piece of cod4d ago · 6 min readneurons-me.hashnode.dev
Standardizing Web Elements for Enhanced Machine Learning Interoperability.Abstract In the contemporary data-centric landscape, the ability to efficiently transform and utilize web elements for machine learning (ML) applications emerges as a critical need. This paper introdu4d ago · 3 min readneurons-me.hashnode.dev
The Holy Grail of Autonomous Cognitive Computing: Breaking Contextual Momentum in LLMs Large language models generate responses conditioned on the context they receive—including their own previous outputs. An early assumption can become the premise for later reasoning, allowing a mistak6d ago · 6 min readneurons-me.hashnode.dev
Building Management System (BMS)What if a smart building could maintain its own state without constantly recomputing everything? Modern Building Management Systems (BMS) coordinate thousands of interconnected data points: HVAC, tempOct 12 · 3 min readneurons-me.hashnode.dev
