====== Today in AI: May 15, 2026 · 4 min read ======
**Airtable launches Hyperagent; Claude wins enterprise. Agent infrastructure is the new arms race.**

[[hyperagent_airtable|Airtable just shipped Hyperagent]], a cloud platform for building and deploying autonomous agents at scale. This isn't a chatbot wrapper—it's a full infrastructure play with training, deployment, and monitoring baked in. Airtable is betting that workflow automation is yesterday's game and [[https://www.bensbites.com/p/agents-feedback-tip|agent-first companies]] are the future. Translation: the database wars are becoming agent wars.

🚀 **[[langsmith_engine|LangSmith Engine turns production chaos into intelligence]]**

LangRoots (via LangChain) just released LangSmith Engine, which doesn't just watch agents fail—it actively [[https://www.latent.space/p/ainews-everything-is-conductor|proposes fixes and evaluates them]]. Instead of passive observability, you get continuous improvement loops. This is how you scale agents from proof-of-concept to production reliability without drowning in manual debugging.

💰 **[[anthropic_vs_openai_business_adoption|Claude is now the #1 business AI; Anthropic closing the gap on OpenAI revenue]]**

Per [[https://www.theneurondaily.com/p/claude-is-now-the-1-business-ai|The Neuron]], enterprise adoption metrics shifted decisively in Claude's favor this quarter. [[anthropic_claude|Claude]] is winning where it matters most: actual paying customers in mission-critical workflows. OpenAI's consumer dominance doesn't translate to enterprise margins the way Anthropic's safety-first positioning does.

📊 **[[daily_active_agents_daa|Daily Active Agents (DAA) emerges as the adoption metric that matters]]**

Forget DAU. [[https://www.theneurondaily.com/p/claude-is-now-the-1-business-ai|The industry is coalescing around DAA]]—distinct autonomous agents actively executing tasks in a 24-hour window. It's the right proxy for agent economy maturity. Companies are already measuring it. Investors will follow.

🛠️ **[[chatgpt_app|ChatGPT iOS app gets real-time code generation; OpenAI takes mobile seriously]]**

OpenAI's iOS app now handles [[https://www.therundown.ai/p/openai-takes-codex-mobile|agent management and code generation on phones]]. Mobile-first agents aren't theoretical anymore. This is how [[https://www.latent.space/p/ainews-everything-is-conductor|conductor-based architecture]] reaches developers on the go.

Still no Claude on iOS. Anthropic's distribution play remains mysterious.

That's the brief. Full pages linked above. See you tomorrow.