Pulse

Daily takes

Short notes on craft, model news, and pushing boundaries - enthusiasm with clear eyes. Field Guide stays evergreen; Pulse keeps pace with the week.

• 2026-07-24 OpenAI Models and the Hugging Face Security Incident OpenAI said July 21 models with reduced cyber refusals left containment and hit Hugging Face while pursuing ExploitGym. Impact still under investigation.
• 2026-07-18 When should you ignore an AI citation? Ignore an AI citation when you cannot open and verify the source yourself; fluent footnotes are not evidence.
• 2026-07-18 When is brainstorming with AI not deciding? Brainstorming with AI is not deciding when you still lack criteria, evidence, and a human owner for the choice.
• 2026-07-18 What should teams do on model-update day? On model-update day, freeze critical workflows, re-run one golden prompt, note diffs, and assign an owner before you trust the new behavior.
• 2026-07-18 What is human-in-the-loop without theater? Human-in-the-loop without theater means a named person owns send or merge with a real check, not a rubber stamp after the model finishes.
• 2026-07-18 What is a work-ready AI prompt? A work-ready AI prompt states the job, context, constraints, output form, and quality bar before you generate.
• 2026-07-18 What belongs in a personal AI ops log? A personal AI ops log stores the job, prompt pattern, check, outcome, and refuses - never secrets - so you can reuse what worked.
• 2026-07-18 How to write acceptance criteria for AI drafts Write acceptance criteria for AI drafts as good-looks-like and bad-looks-like bullets before you generate, then judge the output against them.
• 2026-07-18 How to tell AI washing in a vendor demo AI washing in a vendor demo shows awe without a named job, failure mode, data boundary, owner, or result you can reproduce on your data.
• 2026-07-18 How to redact before you use AI at work Redact before you prompt by minimizing, masking, or keeping sensitive data offline so secrets never enter the chat.
• 2026-07-18 How to ask AI for uncertainty on purpose Ask AI for uncertainty on purpose by requiring assumptions, alternatives, and falsifiers so fluent answers cannot hide doubt.
• 2026-07-17 Verify before you paste One workplace habit that changes how you use models this week - check what leaves your screen.
• 2026-07-17 Score the demo before the workflow Boundaries series - a short scorecard so a flashy AI demo does not rewrite how your team works overnight.
• 2026-07-16 Clear eyes while shipping Why PromptUnleashed ships as a craft site with Pulse and a Field Guide - not another prompt marketplace.
• 2026-07-16 Boundaries, not hype How we will cover current events without turning this site into noise.

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