The Second Bitter Lesson
Why durable AI systems should invest in goals, tools, feedback, context, evaluations, and authority boundaries instead of fossilizing today's model weaknesses. Read more
Ai-Systems
Pages tagged with Ai-Systems.
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Pages tagged with "Ai-Systems"
Stop Learning AI. Give It One Job.
A practical way for small businesses to cross the first AI adoption hump: assign AI one bounded task before trying to automate the whole operation. Read more
Use AI Assistants Without Outsourcing Your Judgment
A practical guide to using AI assistants for leverage without letting fluent output replace source truth, privacy, verification, or human judgment. Read more
If You Keep Repeating the Prompt, Build the Agent
A practical case for creating custom agents when you keep re-teaching AI tools the same standards, checks, and judgment calls. Read more