Understanding AI: Types, Uses, and Perceptions
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January 19, 2026

Understanding AI: Types, Uses, and Perceptions

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Enhancing AI Coding Assistants: Decision Checkpoints and Control Protocols
Unknown Source
30d ago

Enhancing AI Coding Assistants: Decision Checkpoints and Control Protocols

AI coding assistants often assume intent and execute. Sometimes that’s fast; often it means more time undoing than doing. Epistemic Protocols is a plugin for Claude Code that inserts decision checkpoints—before irreversible actions, when multiple approaches exist, or when intent might be misread. Three protocols: - /lens(/prothesis) — before analysis, lets you choose the perspective (performance, ops complexity, data model fit, etc.) - /gap(/syneidesis) — at decision points, surfaces potential gaps as questions - /clarify(/hermeneia) — when your request might be ambiguous, helps refine intent Unknown unknowns: Even well-scoped requests hide blind spots—the unknown unknowns. Epistemic Protocols help surface them early: /lens broadens the frame so you don’t miss critical perspectives; /gap turns “things we didn’t think to ask” into concrete questions; /clarify reduces ambiguity that masks hidden assumptions. In short, they convert unknown unknowns into known considerations when change is still cheap. Principle: the AI illuminates options; you choose. Recognition over recall—selecting from clear choices beats guessing. GitHub: https://github.com/jongwony/epistemic-protocols Example: ``` > /lens "Should I use Redis or PostgreSQL for this cache?" ``` Claude shows lenses (Performance, Ops complexity, Data model fit…). You pick what matters, then it analyzes through those lenses. Comments URL: https://news.ycombinator.com/item?id=46625077 Points: 1 # Comments: 0

Unknown Source
37d ago

Does being polite in conversation with GPT matter what type of answer it will give?

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Unknown Source
36d ago

What are these ai slop ads on youtube, how has it gone this bad?

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