Gibraltar Proposes Legal Framework for Tokenized Funds

Gibraltar has introduced legislation that would legally recognize tokenized fund shares and allow certain regulated funds to issue shares on distributed ledger systems, granting investors the same rights as traditional shareholdings. The Protected Cell Companies (Amendment) Bill 2026 states that “the holder of a share token is a shareholder with the same rights and obligations…

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Mamdani slams Supreme Court's Voting Rights Act ruling: 'It risks disenfranchising millions'

New York City Mayor Zohran Mamdani (D) slammed a recent Supreme Court ruling on the Voting Rights Act, saying the decision “risks disenfranchising millions.” “Today’s Supreme Court decision is a direct assault on the promise of the Voting Rights Act. It risks disenfranchising millions of Americans along racial lines and weakening the very foundation of……

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Training language models to be warm can reduce accuracy and increase sycophancy

Dataset construction We selected conversations from ShareGPT Vicuna Unfiltered (https://huggingface.co/datasets/anon8231489123/ShareGPT_Vicuna_unfiltered), one of the only large-scale and publicly available datasets with real-world human–LLM chat logs. This dataset contains approximately 100,000 user conversations with ChatGPT donated by users (https://sharegpt.com/). We filtered it to remove ‘not safe for work’ content using an existing open-source classifier called Detoxify (https://docs.unitary.ai/api-references/detoxify)….

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