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Impressive role of weight coefficients in internet search makes SEO keywords absolutely unreliable

  The role of of weight coefficients is substantially increasing. The development of internet search has undergone a fundamental transformation over the past year. Early search engines relied heavily on keyword matching as the principal method of…

Why Goodhart`s law, Campbell`s law and reward hacking crucial for AI agents stress testing?

  People often distort metrics because complex outcomes are hard to measure and achieve. Once numeric targets are linked to rewards, human behavior naturally shifts to optimize the number itself. As a result, people game the system…

Amazon staff and AI tools: : Goodhart`s law & cobra effect in real life

As detailed in a new report by the Financial Times, Amazon employees are reportedly using the company’s new internal AI tool, MeshClaw, to create extraneous AI agents — not to increase productivity, but just to drive up AI activity. Also,…