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Digital Dreams

The government’s plan to use artificial intelligence (AI) and modern digital systems to improve Pakistan’s trade sector is a welcome step. But as the country moves towards an AI-powered economy, it must also ensure that technology is used responsibly, safely and ethically. Commerce Minister Jam Kamal Khan recently held meetings with officials from the Pakistan […]

We haven't written up this one. Daily Times has the full story — the link below goes straight to it.

Read the original at dailytimes.com.pk →

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Your Agent Loop Is Lying About Being Done: Writing Verifiable Stop Conditions

TL;DR — A loop is only as trustworthy as its stop condition. "Done" has to be checkable by a different model — tests pass, lint clean, schema validates — never the worker's own claim.

  • Loops' trustworthiness depends on verifiable stop conditions
  • Four-rung verification system: while loops, stop hooks, separate models, scheduled goal runs
  • Checker-agent separates maker from checker for improved reliability

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