latest articles
A practical guide for platform teams managing shared AI deployments
Rate Limiting vs. Quota Reservations: when to use each You have a single gpt-oss-20b deployment. Six teams want to use it. Marketing is running batch...
Industry-standard LLM benchmarks in DataRobot
Every LLM deployment has a ceiling, a latency curve, and a unit cost. Most teams operate blindly, discovering their deployment limits only when over-provisioning exhausts...
How to build a digital twin agent (with guardrails)
The second post from Build Club, our weekly live build session. A companion GitHub repo can be found here. Your inbox is not the problem....
Build an agent that writes its own tools
The third post from Build Club, our weekly live build session. The companion GitHub repo can be found here, docs here and you can try...
Claude vs Open AI: Real Fight Is Business Model
TL;DR Last week OpenAI announced ads in ChatGPT's free tier. Within hours, Claude launched a "No Ads, Ever" campaign. Twitter turned into a roast session....
Claude's Role in Capturing Nicolás Maduro
HeadlinesOn February 13, the Wall Street Journal reported something that hadn't been public before: the Pentagon used Anthropic's Claude AI during the January raid that...
Stop Paying for AI You Don't Use: The Case for Fine-Tuned Models
Most enterprises running AI automations at scale are paying for capability they don't use.They're running invoice extraction, contract parsing, medical claims through frontier model APIs:...
AI Arms Race Has Real Numbers: Pentagon vs China 2026
As of this morning, March 5, 2026, the United States and Israel are on Day 6 of an active war with Iran. Operation Epic Fury,...
We ran 16 AI Models on 9,000+ Real Documents. Here's What We Found.
Picking a document AI model is hard. Every vendor claims 95%+ accuracy. General-purpose benchmarks test reasoning and code, not whether a model can extract a...
Are OpenAI and Google intentionally downgrading their models?
GPT-5.4 just dropped and my feeds immediately filled with takes. Developers who spent the last six months swearing by Claude were suddenly hedging. "It's a...
AI Agent Hacks McKinsey: 5 Situations When You Should Not Deploy Agents
A security startup called CodeWall pointed an autonomous AI agent at McKinsey's internal AI platform, Lilli, and walked away. Two hours later, the agent had...
Claude for Finance Teams: Investment Banking, DCF Models, Reconciliation & Variance Analysis
A first-year investment banking analyst at a bulge bracket bank in the US costs $170k–$190k all-in. They spend most of their first year formatting pitch...