Agent-First Tooling Is Not About Agents
Three March 2026 launches hand capability to machines directly. What matters is what that exposure reveals about the products doing it, and what it costs them.
Three March 2026 launches hand capability to machines directly. What matters is what that exposure reveals about the products doing it, and what it costs them.
AI is splitting into a commodity tier for routing and a sovereign tier for synthesis. Architect for infinite cheap frontier access and your margins are exposed.
For higher-risk agent workflows, pause-resume execution changes the trust model: agents can preserve state, request human approval at the risky step, then...
Vision APIs are commoditizing faster than reasoning. Qwen-MAX now matches Gemini on real OCR workloads. What this means for AI ingestion pipeline architecture.
Anthropic leaked a 10T-parameter model above Opus. The AI frontier isn't converging, it's splitting into commodity and ultra-tier intelligence, and most architectures aren't built for that.