The system around the model, not the model itself, is where the next generation of AI advantage will be won. What Grok Build's codebase-upload incident reveals about the harness.
AI is like a colander. Customers pour in, & many pour out. Retention lands between a mobile game & a social network, while the price of intelligence keeps falling.
How AI reshaped the software stack, venture stage definitions, and the firms that win over three years.
Ollama has become the largest developer platform for open models, with 8.9m developers & one million new installs each week. Today we announced our investment in the Series B.
An agent that forgets mid-sentence isn't a context-size problem. It's a memory-architecture problem. A preflight step, a skills library, & a watchdog fix it.
Forward-deployed engineering has gone from a Palantir signature to an industry default. The total bill : nearly $10b in 12 months.
The Economist put 25 frontier AI models through the World Values Survey. The variance is real, the obvious groupings don't hold, & worldview may be the next line item on an AI RFP.
Prioritize routing over model choice. Most AI work runs on cheap local models.
Anthropic spends 2.3x payroll on compute. Top software firms spend 0.4x. Three scenarios for where the rest of the market lands by 2029.
The inference market is the largest in software. We invested in Sail's Series A to build queuing infrastructure for long-horizon agents that run for hours.
