Tag: AI Safety
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The Hidden Cost of ‘Free’ AI APIs
Every AI API has a free tier. The free tier is the most expensive part of the product, because the moment you build on it, you are locked in to a pricing curve you did not agree to.
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After the Hype: Which Open Models Are Actually Good For Something
Five open weight model families worth running in 2026, what each is actually good at, what it costs on a Mac mini or a rented H100, and what is still mostly demo ware.
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AI-Generated Code Is Now in Your Production Stack. Here’s How to Review It.
The useful question is no longer whether developers should use AI-generated code. They already do. The question is whether teams review it with the same discipline they would apply to code written by an unfamiliar contractor.
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Why Most AI Agents Aren’t Actually Agents
Every vendor with a generative AI product is calling it an agent. Most of them are not. Calling a workflow an agent is a marketing choice, and the difference matters.
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The New AI Stack: How Modern Companies Are Really Building AI Products
The marketing version of building an AI product in 2026 is ‘just call GPT.’ The reality is closer to standing up a small internal platform.
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An AI Policy Framework That Actually Holds Up
The AI policy framework in 2026 sits as the document the typical enterprise has been wanting to write, with the policy covering the acceptable use, the data handling, the model selection, the compliance. The 2026 guide covers what the framework should include, what the framework should not include, and what the enterprise can do to…
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AI Detection Tools Are Broken, and That’s the Truth
AI detection tools are broken. The ones that claim to detect AI generated text are wrong often enough to be useless, the ones that claim to detect AI generated images are wrong in ways that are getting people in real trouble, and the ones that claim to detect AI generated code are barely better than…
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The Q1 2026 AI Roundup (or, What Just Happened)
Q1 2026 was the quarter the agentic AI moved from demo to production. Three stories defined the quarter. The fourth, the one nobody is talking about, will define the next.
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How to Tell if an AI Image is Fake (Without Going Down a Rabbit Hole)
AI image generators are good now. Scary good. Here is a practical 30-second checklist for catching fakes before you share them.
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The Claude Code Effect on the Engineering Org
Claude Code and the other agentic coding tools have changed what an engineering team looks like. The senior engineer writes the prompt. The junior engineer runs the code. The middle engineer is being squeezed out.