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Ukraine Lawmakers Back Bill Weakening Anti-Corruption Agencies

Ukraine Lawmakers Back Bill Weakening Anti-Corruption Agencies

Bloomberg9 hours ago
Ukrainian lawmakers approved legislation that would strip the nation's anti-corruption agencies of their independence and potentially cripple efforts to tackle high-level graft.
Lawmakers voted 263 in favor of the bill in the 450-seat legislature in Kyiv Tuesday, part of a raft of amendments to criminal procedure that moved through Ukraine's legislature.
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His most enduring illustration was Robert Moses's low-hanging parkway bridges on Long Island, allegedly built to prevent buses—and therefore lower-income passengers—from accessing public parks. Critics at the time dismissed Winner's argument as over-deterministic and accused him of reading intent where circumstantial evidence sufficed. Yet whether or not Moses's motives were as deliberate as Winner alleged, the broader point has endured: infrastructure, from bridges to algorithms, channels social outcomes. Generative AI, often marketed as a neutral informational tool, is in reality a deeply value-laden system. Its training datasets, inclusionary adjustments, and 'safety filters' reflect countless normative decisions—about whose histories matter, what harms to mitigate, and which risks are acceptable. Generative AI apps icons —ChatGPT, Gemini, Microsoft Copilot, Claude, and Perplexity — are seen on a ... More Google Pixel smartphone. The Algorithmic Newsfeed and AI Persuasion The power of such systems is magnified by shifts in how Americans consume information. Most now rely primarily on digital platforms—social media feeds, streaming video, and algorithmically curated aggregators—for news . Television and traditional news sites remain significant, but algorithmic feeds have eclipsed them. These digital ecosystems privilege engagement over deliberation, elevating sensational or tribal content over balanced reporting. When generative AI begins writing headlines, summarizing events, and curating feeds, it becomes another layer of mediation—one whose authority derives from fluency and speed, not necessarily accuracy. Recent empirical research suggests this influence is far from benign. A University of Zurich study found that generative AI can meaningfully sway online deliberations, with AI-authored posts shifting sentiment in forums like Reddit even when participants were unaware of their origin. 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A June 2025 Nature study demonstrated that large language models systematically hallucinate or skew statistical information, particularly when questions require nuanced reasoning. A separate MIT investigation confirmed that even debiased models perpetuate stereotypical associations, subtly reinforcing societal hierarchies. UNESCO has warned that generative AI threatens Holocaust memory by enabling doctored or fabricated historical materials to circulate as fact. And reporting by The New York Times has detailed how AI-driven bots, microtargeted ads, and deepfakes are already reshaping electoral landscapes, creating an environment where voters cannot easily discern human-authored narratives from synthetic ones. The Word 'History' is crossed out on a blackboard with the words 'Re-Writing History' chalk writing ... More underneath. This is for a learning about Re-Writing History Concept. Just because you can, doesn't mean you should. 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AI-driven tools, which draft summaries and even produce full story packages, exacerbate this shift by standardizing the cadence and texture of news, eroding the distinctiveness of editorial voices. Simultaneously, institutions once regarded as neutral have become sites of contestation. In 2024, a U.S. prosecutor reportedly threatened legal action against Wikipedia over alleged partisan bias, raising alarms about state intrusion into crowd-sourced knowledge. Around the same time, a coordinated campaign on X, branded 'WikiBias2024,' accused Wikipedia of systemic ideological slant. These conflicts reflect a broader epistemic insecurity: as AI, social media, and legacy institutions all mediate public understanding, every node in the information ecosystem becomes suspect, politicized, and weaponized. Computer screen showing the website for free online encyclopedia, Wikipedia. (Photo by Mike Kemp/In ... 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Any audit mechanism, after all, must be designed according to someone's conception of neutrality, and thus risks ossifying bias while purporting to erase it. The US Department of Justice (DOJ) headquarters building on January 20, 2024, in Washington, DC. ... More (Photo by J.) The impulse to demand neutrality, while understandable, may itself be symptomatic of what Freud described in Civilization and Its Discontents as the longing for an 'oceanic feeling'—a sensation of boundless connection and security, often tied to religious or existential comfort. In the context of AI, many seem to hope for a similarly oceanic anchor: a technology that can transcend human divisions and deliver a singular, stabilizing truth. Yet such expectations are illusory. Generative AI is not a conduit to universal reality; it is a mirror, refracting the biases, aspirations, and conflicts of its human architects. Recognizing this does not mean resigning ourselves to epistemic chaos. It means abandoning the myth of neutrality and designing governance around transparency, contestability, and pluralism. AI systems should disclose their data provenance, flag when diversity or safety adjustments influence outputs, and remain auditable by independent bodies for factual and normative integrity. More importantly, they should be structured to preserve friction: surfacing dissenting framings, offering uncurated outputs alongside polished summaries, and ensuring that a 'second opinion' remains visible in digital spaces. Democracy cannot survive on curated consensus or algorithmic fluency alone. It cannot endure if truth itself becomes a casualty of convenience, reduced to whichever narrative is most seamless or viral. The stakes are not abstract: as UNESCO has warned, when the integrity of pivotal histories is compromised, the very notion of shared truth—and the moral lessons it imparts—begins to erode. Democracy does not thrive on sanitized agreement but on tension: the clash of perspectives, the contest over competing narratives, and the collective pursuit of facts, however uncomfortable. As generative AI becomes the primary lens through which most people access knowledge—often distilled to prompts like, 'Grok, did this really happen? I don't think it did, but explain the controversy around this issue using only sources in a specific language'—the challenge is not whether these systems can feign neutrality. It is whether we can design them to actively safeguard truth, ensuring that pluralism, contestation, and the arduous work of deliberation remain immovable foundations for both history and democracy.

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