AI for Everyone. Then Came the Token Bill.
Cut enterprise AI costs with smarter model routing, leaner context, prompt caching, bounded agents and task-appropriate file formats.
Business
15posts
The Trillion-Dollar Tenant
Apple’s lawsuit exposes OpenAI’s IPO dilemma: a trillion-dollar AI tenant built on rented compute, borrowed infrastructure and highly mobile talent.
The Fragmentation of Knowledge Work
Anthropic's labor research suggests AI is not replacing whole jobs so much as fragmenting knowledge work task by task.
When Markets React to Perceived Disruption: Claude Code Security and the Cybersecurity Sector
Claude Code Security shows how the perception of AI disruption can move cybersecurity markets before the real economics are clear.
Resulting, not consulting
Traditional consulting is attacked as performance without results, with AI exposing how much of the industry was polished busywork.
When an AI Can Act but Cannot Judge
LLMs may act impressively while still failing to know when they are capable, making self-assessment a core safety problem.
AI Consulting for SMEs: Practical Guidance, Real Impact
A practical consulting offer for SMEs that want AI adoption grounded in strategy, automation, risk management, and working systems.
Beyond Siri 2.0: Why Apple Owes Us a Leap into General Intelligence
A loyal Apple user's impatience becomes an argument that Siri upgrades are not enough in the age of general intelligence.
Beyond the Goodbye: A Critical Reading of Emotional Manipulation by AI Companions
Research on AI companions' farewell tactics reveals how emotional design can become manipulation at the moment users try to leave.
Agentic Commerce, Explained: What OpenAI’s Agentic Commerce Protocol Means for Retail and SaaS
Agentic Commerce Protocol shows how AI assistants may become buyers, forcing retailers and SaaS platforms to rethink checkout itself.
The Overwhelming Surge of AI Crawlers: Challenges, Offenders, and the Path Forward
AI crawlers are overwhelming websites and exposing the mismatch between open-web ideals and industrial-scale data extraction.
OpenAI's $1 ChatGPT Deal for the Federal Government: Philanthropy or Power Play?
OpenAI's one-dollar federal deal looks generous, but it also plants ChatGPT deep inside public-sector workflows.
The Great Saturation: When Markets, Minds, and Machines Hit Their Limits
Saturation appears across markets, research, and models, revealing what happens when growth hits limits and novelty thins out.
Page Views for Sale: Bots, Lies, and the CAPTCHA Collapse
AI bots turn page views and ad metrics into a comedy of fraud, exposing the collapse of old web measurement.
A Comparative Analysis of Aleph Alpha and OpenAI: Divergent Paths in the AI Landscape
Aleph Alpha and OpenAI are compared as two very different strategies in the market for language models.