Tests: chatbots rely on three obscure AI-built voter sites for US midterm answers; Copilot cited the error-prone Ballot Brief in 75% of tests and ChatGPT in 22% (Washington Post)

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  Commercial creators across the city-state are confronting rapid workplace disruptions as automated generators displace traditional illustration in corporate assets and advertising. Many practitioners argue that unauthorized dataset scraping amounts to intellectual theft, leaving professionals caught between ethical concerns and economic realities. The unfolding debate centers on securing viable protections for original portfolios while preserving authentic individual expression against algorithmic replication.

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• DeepSeek Harness team published the underlying architecture for their Super-agent, an always-on autonomous agent, as an open-source prototype on GitHub.

  Developers and the broader technology community now have public access to the structural framework behind this emerging system. By sharing the prototype on GitHub, the team enables external researchers to inspect and build upon an autonomous agent designed for continuous operation. This open approach provides immediate visibility into the technical design intended to sustain uninterrupted agent tasks.

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• Memdoor: A team of 5 Qwen3.8-27B models beats Fable 5 on LiveCodeBench Hard

  Recreating the multi-agent GVS5H architecture inside a new workflow structure demonstrates how collaborative, specialized smaller models can outperform massive standalone systems on difficult coding tasks. The architecture isolates five distinct agents using disk-based messaging and automated test scripts to solve complex benchmark challenges. However, the evaluation noted risks of training data contamination and loop-related execution errors.

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