Glossary

This article defines GPT technology and explores its components, practical business applications, and the scientific uncertainties surrounding its long term impact on software development and operations.

Expansion revenue is the additional recurring income from existing customers through upsells and add-ons. It is a critical metric for sustainable startup growth and achieving negative churn.

An explanation of the Attention Mechanism in AI, detailing how it weighs input importance and its impact on startup product development and resource management.

Accrual accounting records financial transactions when they are incurred rather than when money changes hands. It offers a more accurate view of startup performance than cash accounting.

An explanation of the due on sale clause, detailing why lenders require full repayment upon asset transfer and how this impacts startup exits and pivots.

Consensus mechanisms represent the engine of blockchain decision making. This article explores how they function, compares major types like PoW and PoS, and highlights strategic implications for founders.

This article explains the competitive matrix as a practical tool for startups to map features and pricing against competitors to identify market gaps and strategic opportunities.

Model weights are the learnable parameters that define an AI’s intelligence. Understanding them is crucial for founders navigating the build versus buy decisions in artificial intelligence.

A breakdown of clauses that protect investors when company valuations drop, detailing the mechanics of full ratchet versus weighted average and the impact on founder ownership.

An analysis of the most powerful force in tech, detailing how adding users increases value for everyone and why overcoming the cold start problem is the hardest part of building a network.