In 1861-1862, Maxwell created 4 elegant equations which unified electromagnetism. Academics could now do in hours what used to take weeks. Breakthroughs were happening left right and center for the next 50 years. Without these equations we wouldn't have; Smartphones, TV, Microwaves, GPS, Internet, or General Relativity. The fact is, a simple elegant mathematical model can be world changing.
Language Learning Models (LLMs) are rapidly evolving, becoming more sophisticated and versatile. To harness their full potential, crafting effective prompts is essential for optimal functionality. Crafting the best prompts is not an exact science. Different approaches can yield different results depending on the model and its training. Continuous training and fine-tuning are crucial for achieving the best outcomes. However, fine-tuning data isn’t always available.
Code quality is essential for long-term maintainability and adaptability of software. It involves trade-offs between aspects like complexity, readability, reliability, and performance. Prioritizing code quality from the start, despite potential sacrifices in run time or development speed, is crucial for future success.
The article discusses advice on consulting, highlighting the common issues of scope creep and unexpected problems leading to cost overruns.
The article underscores the parallels between crafting a reusable Excel spreadsheet and coding a mini-program, noting the newfound Turing-Completeness of Excel's formula language with the LAMBDA feature.