declaration
How to Film ICE
Filming federal agents in public is legal, but avoiding a dangerous--even deadly--confrontation isn't guaranteed. Here's how to record ICE and CBP agents as safely as possible and have an impact. In January 2026, two Americans were killed in the act of watching Immigration and Customs Enforcement operations in Minneapolis. Renee Nicole Good was acting as a legal observer while her wife recorded the federal immigration agents they encountered. Alex Pretti was holding a phone in his hand, filming the agents who would soon take his life.
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Rare copy of Declaration of Independence going to auction
Only around 175 broadsides copies of the document are believed to exist. Breakthroughs, discoveries, and DIY tips sent six days a week. The Declaration of Independence is up for sale, but it will cost more than most of us can afford. Despite this, the edition offered by Goldin Auction originally printed and distributed so that colonists could read the Second Continental Congress' argument for separating from Great Britain in July 1776. The document is part of a collection of over 400 historic items scheduled for auction in May, and is set to coincide with the 250th anniversary of American independence .
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Gmail users advised to 'turn off' two features NOW amid email privacy concerns
Gunfire and anti-aircraft blasts heard near Venezuela's presidential palace as chaos unfolds after Maduro's ouster Stephen Miller declares Greenland should be part of US and'nobody will fight' over country's future Timothee Chalamet's declaration of love to his pneumatic girlfriend Kylie Jenner at the Critics Choice Awards has left me with a terribly rude thought: CAROLINE BULLOCK Trump vowed to deport one million migrants. But insiders say explosive data that Kristi Noem is desperate to hide tells the REAL story... The View audience left stunned as woke anti-MAGA co-host defends Trump's arrest of Maduro Trump says US will have to pay oil companies to rebuild Venezuela's aging infrastructure as he declares HIMSELF in charge of ambitious 18-month plan Furious fallen dictator Nicolás Maduro's hearing descends into chaos as he gets into shouting match with man claiming he was prisoner of his regime JFK's grandson Jack Schlossberg, 32, looks heartbroken as he attends sister Tatiana's funeral after she died of cancer aged just 35, with Joe Biden seen crying Kylie Jenner's curves spark surgery rumors as Timothee Chalamet grabs her behind at Critics Choice Awards SNL star Chloe Fineman reveals'botched' cosmetic treatments in candid photos as fans beg her to stop Secrets of JD Vance's'home attacker': Suspect is transgender daughter of wealthy surgeon Democrat donor as ultra-privileged life is revealed Ancient Bible reveals timeline for humanity's final'day' before divine judgment Gmail users advised to'turn off' two features NOW amid email privacy concerns'Super flu' still spreading uncontrollably... as cities see record number of cases and hospitalizations My shock discovery made me rethink everything I know about death. This is exactly what happens after your heart stops beating... and what you'll see, reveals neurosurgeon Caroline Kennedy cradles granddaughter at her daughter Tatiana Schlossberg's funeral, as doctor widower holds onto their son Gmail users advised to'turn off' two features NOW amid email privacy concerns Google users have been warned that they've been secretly opted in to a feature that allows the tech giant to access all their private emails. According to electronics design engineer Dave Jones of Australia, all Gmail users have had their accounts automatically selected to allow Google to scan their messages and attachments to help train its AI models like Gemini.
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5 new quarters commemorate 250 years of American independence
The new designs honor the Constitution, Civil War, and more. Breakthroughs, discoveries, and DIY tips sent every weekday. While we've said goodbye to both the year 2025 and the penny, five new United States quarters will be finding their way into your pocket soon enough. The designs of each new quarter will honor the country's 250th anniversary (aka its semiquincentennial). According to a press release from the U.S. Mint, the coins "commemorate 250 years of American Liberty by reflecting our country's founding principles and honoring our Nation's history."
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A Proofs from Section 2 448 Algorithm 4: Output ˆ α null G1 (1 η
Return ˆ α We show the following generalization of Proposition 2.1. Moreover, Alg. 4 has sample complexity The sample complexity is clear so we focus on the first statement. Theorem 4.5 in [MU17]) on these events as i varies and noting that Hence recalling (A.2) above, we conclude that The other direction is similar. Using (A.2) in the same way as above, we find First we analyze the expected sample complexity. Finally Alg. 4 has sample complexity We do this using Bayes' rule.
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MLCPD: A Unified Multi-Language Code Parsing Dataset with Universal AST Schema
Gajjar, Jugal, Subramaniakuppusamy, Kamalasankari
We introduce the MultiLang Code Parser Dataset (MLCPD), a large-scale, language-agnostic dataset unifying syntactic and structural representations of code across ten major programming languages. MLCPD contains over seven million parsed source files normalized under our proposed universal Abstract Syntax Tree (AST) schema, enabling consistent cross-language reasoning, structural learning, and multilingual software analysis. Unlike existing corpora that focus purely on token-level code or isolated parsers, MLCPD provides both hierarchical tree representations and rich metadata for every file, ensuring lossless syntactic coverage and structural uniformity. Each entry includes a normalized schema, language-level metadata, and abstracted node semantics stored in Parquet format for scalable retrieval. Empirical analyses reveal strong cross-language structural regularities-demonstrating that syntactic graphs from languages as diverse as Python, Java, and Go can be aligned under a shared schema. We release the dataset publicly on Hugging Face and the accompanying codebase on GitHub, which includes complete pipelines for dataset reproduction, grammar compilation, and a visualization tool for exploring the unified AST across languages. Together, these resources establish MLCPD as an open, reproducible foundation for future research in cross-language representation learning and program analysis.
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KnowledgeSmith: Uncovering Knowledge Updating in LLMs with Model Editing and Unlearning
Luo, Yinyi, Zhou, Zhexian, Chen, Hao, Qiu, Kai, Savvides, Marios, Li, Sharon, Wang, Jindong
Knowledge editing and machine unlearning are two popular approaches for large language models (LLMs) to stay up-to-date. However, the knowledge updating mechanism of LLMs remains largely unexplored due to insufficient, isolated, and small-scale evaluation. For instance, are LLMs similar to humans in modifying certain knowledge? What differs editing and unlearning as training data increases? This paper proposes KnowledgeSmith, a unified framework to systematically understand the updating mechanism of LLMs. We first cast editing and unlearning as instances of one constrained optimization problem. Then, we propose an automatic dataset generator that provides structured interventions across multiple graph levels and data scales, enabling controlled studies of how different modification strategies propagate through model knowledge. Extensive experiments demonstrate nuanced insights over knowledge propagation, plasticity scaling, consistency, and robustness. For instance, our results show that LLMs do not exhibit similar updating as humans for different levels of knowledge, and there exists consistency-capacity trade-off. We hope our findings can offer suggestions to the design of more reliable and scalable strategies. Code: https://github.com/AIFrontierLab/KnowledgeSmith.git
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A Proofs from Section 2 448 Algorithm 4: Output ˆ α null G1 (1 η
Return ˆ α We show the following generalization of Proposition 2.1. Moreover, Alg. 4 has sample complexity The sample complexity is clear so we focus on the first statement. Theorem 4.5 in [MU17]) on these events as i varies and noting that Hence recalling (A.2) above, we conclude that The other direction is similar. Using (A.2) in the same way as above, we find First we analyze the expected sample complexity. Finally Alg. 4 has sample complexity We do this using Bayes' rule.