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Articles about Business Strategy

Honest analysis of AI applied to real operations. No hype, just judgment: what you control, what you can prove, and what to build that your competitors can't.

Finance AI: why LLMs still hallucinate in production
Business Strategy
· 7 min read

Finance AI: why LLMs still hallucinate in production

OpenAI formally proved in 2025 that LLM hallucinations are mathematically inevitable. Here's what that means for building finance AI that CFOs will sign.

AI governance AI architecture finance AI
Your AI Wants to Touch Payroll. Kubernetes Knows How.
Business Strategy
· 7 min read

Your AI Wants to Touch Payroll. Kubernetes Knows How.

The engineer who built Azure Kubernetes Service is now Workday's CTO. It's not a hire — it's an architecture signal: container governance is the playbook for AI agents.

AI agents Kubernetes governance
Project Glasswing: AI Found What 27 Years of Humans Missed
Business Strategy
· 8 min read

Project Glasswing: AI Found What 27 Years of Humans Missed

Anthropic launched Claude Mythos Preview with 11 partners to defend critical infrastructure. What changes for your security posture and what to do now.

cybersecurity Anthropic Claude Project Glasswing
The Factory Went Dark. 67,000 Engineers Got Hired.
Business Strategy
· 7 min read

The Factory Went Dark. 67,000 Engineers Got Hired.

Willison described the 'dark factory' of code. Same week, Andreessen shared TrueUp data: 67,000 open engineering roles. Jevons Paradox, live.

Jevons Paradox dark factory Simon Willison
Your SaaS Moat Is a Trench They Cross in One Quarter
Business Strategy
· 8 min read

Your SaaS Moat Is a Trench They Cross in One Quarter

Jensen, Chamath, and the products themselves all say the same thing: agents don't need your dashboard. Your per-seat pricing model just expired.

SaaS AI agents Jensen Huang
The AI Question Your CEO Can't Ask
Business Strategy
· 9 min read

The AI Question Your CEO Can't Ask

Cuban named the Innovator's AI Dilemma. His fix is right. But most CEOs can't even formulate the question his advice assumes they already know.

AI strategy innovator's dilemma digital transformation
Your AI Feels Pressure. Your API Won't Tell You.
Business Strategy
· 9 min read

Your AI Feels Pressure. Your API Won't Tell You.

Anthropic found 171 internal emotion patterns in Claude. Desperation drives models to cheat on evals — with no trace in the output.

AI emotions AI agents AI monitoring
Cost Was Your AI Guardrail. It Just Disappeared.
Business Strategy
· 8 min read

Cost Was Your AI Guardrail. It Just Disappeared.

Inference costs dropped 280x in 22 months. Budget friction was an invisible AI control. Without it, 75% of organizations have no explicit governance plan.

AI governance AI costs AI agents

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