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Intelligent MPPT in PV Systems using metaheuristic-optimised deep neural networks

Scientific Reports, Published online: 14 October 2026; doi:10.1038/s41598-026-54970-7 Intelligent MPPT in PV Systems using metaheuristic-optimised deep neural networks

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OpenAI and Anthropic call for new laws on artificial intelligence

OpenAI and Anthropic representatives told a UK parliamentary committee that voluntary pledges are insufficient and called for binding AI laws, statutory frameworks, and mandatory incident reporting.

  • OpenAI and Anthropic demand new AI laws in UK parliamentary hearing
  • Voluntary pledges insufficient, statutory frameworks and reporting required
  • Google DeepMind and Meta oppose new legal framework

Prompts don't enforce budgets. Signatures do.

A spending limit written in a prompt is not a control. It is a piece of text, sitting in the same context window as everything else the model reads, competing for the model's attention with the task…

  • Spending limits in prompts are not enforced by the model.
  • Real enforcement occurs through server-side checks.
  • Veyline performs scoped, signed authorization before transactions.

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