Author: Jose S
How to work out what an AI task really costs, and when a cheaper model is good enough
AI prices are quoted per million tokens, which makes it hard to see what one task costs. Here is the formula, what the October 2026 Claude and GPT-6…
How to keep an AI agent from running away, leaking secrets, or deleting files
Safety for agents means turn budgets, secret redaction, destructive-command gates, and hash-based loop detection. Assume the model will retry forever unless you stop it.
Grok Bot tutorial: how to give xAI’s AI coworker real work and keep it safe
A digital coworker takes one small task, works on its own copy, tests the change, and asks you to approve it. Here is what xAI’s Grok Bot does…
How to tell whether ChatGPT ads are working: attribution and lift tests in plain English
The ChatGPT Ads dashboard counts sales that came after an ad, not sales the ad caused. Here is what OpenAI’s new measurement partners do, why view-through numbers mislead,…
Why AI document search gives wrong answers, and how to find the cause
Watch for stale docs, bad neighbors, and unsupported claims. Add freshness signals, rerankers, and refusal paths. Treat RAG outages like search outages.
