Machine-native models replace human-facing text generation with zero-token typed execution, cutting inference costs by orders of magnitude for basic programming primitives.
New Berkeley data shows the right harness cuts the cost of the same result by 71% with no loss of accuracy. Two startups selling that result at the same price can earn 38% or 75% gross margins. The harness decides which.
Analyzing the SaaS market decline: Public software growth rates have halved, yet total revenue grew 4.8x to $592B. Key metrics for founders & investors.
Explore how cloud prem architecture is transforming enterprise SaaS by separating code and data management, driven by cost savings, control, and compliance demands.
