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	<title>AI &#8211; Noise</title>
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	<link>https://noise.getoto.net</link>
	<description>The collective thoughts of the interwebz</description>
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		<title>NVIDIA NVLink Fusion Tapped for Future AWS Trainium4 Deployments</title>
		<link>https://noise.getoto.net/2025/12/03/nvidia-nvlink-fusion-tapped-for-future-aws-trainium4-deployments/</link>
		
		<dc:creator><![CDATA[Cliff Robinson]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 23:16:59 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[AWS]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[Nvidia]]></category>
		<category><![CDATA[NVLink]]></category>
		<guid isPermaLink="false">https://www.servethehome.com/?p=92568</guid>

					<description><![CDATA[NVIDIA NVLink Fusion has been tapped for future AWS Trainium4 deployments as AWS selects NVIDIA for scale-up capabilities
The post NVIDIA NVLink Fusion Tapped for Future AWS Trainium4 Deployments appeared first on ServeTheHome.
]]></description>
		
		
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		<title>HPE brings Juniper Networking into its AMD Helios Rack-Scale AI Orbit</title>
		<link>https://noise.getoto.net/2025/12/02/hpe-brings-juniper-networking-into-its-amd-helios-rack-scale-ai-orbit/</link>
		
		<dc:creator><![CDATA[Cliff Robinson]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 18:17:21 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[Broadcom]]></category>
		<category><![CDATA[Helios]]></category>
		<category><![CDATA[HPE]]></category>
		<category><![CDATA[Juniper]]></category>
		<category><![CDATA[networking]]></category>
		<category><![CDATA[Tomahawk Ultra]]></category>
		<guid isPermaLink="false">https://www.servethehome.com/?p=92559</guid>

					<description><![CDATA[HPE announced it would use Juniper's Broadcom-based networking for its AMD Helios rack-scale AI platforms in 2026
The post HPE brings Juniper Networking into its AMD Helios Rack-Scale AI Orbit appeared first on ServeTheHome.
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		<title>Like Social Media, AI Requires Difficult Choices</title>
		<link>https://noise.getoto.net/2025/12/02/like-social-media-ai-requires-difficult-choices/</link>
		
		<dc:creator><![CDATA[Bruce Schneier]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 12:03:01 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[LLM]]></category>
		<category><![CDATA[Privacy]]></category>
		<category><![CDATA[Social Media]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">https://www.schneier.com/?p=71263</guid>

					<description><![CDATA[<p>In his 2020 book, “<a href="https://global.oup.com/academic/product/future-politics-9780198825616?cc=ca&#38;lang=en&#38;">Future Politics</a><em>,</em>” British barrister Jamie Susskind wrote that the dominant question of the 20th century was “How much of our collective life should be determined by the state, and what should be left to the market and civil society?” But in the early decades of this century, Susskind suggested that we face a different question: “To what extent should our lives be directed and controlled by powerful digital systems—and on what terms?”</p>
<p>Artificial intelligence (AI) forces us to confront this question. It is a technology that in theory amplifies the power of its users: A manager, marketer, political campaigner, or opinionated internet user can utter a single instruction, and see their message—whatever it is—instantly written, personalized, and propagated via email, text, social, or other channels to thousands of people within their organization, or millions around the world. It also allows us to individualize solicitations for political donations, elaborate a grievance into a well-articulated policy position, or tailor a persuasive argument to an identity group, or even a single person...</p>]]></description>
		
		
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		<title>The NVIDIA GB10 ConnectX-7 200GbE Networking is Really Different</title>
		<link>https://noise.getoto.net/2025/12/01/the-nvidia-gb10-connectx-7-200gbe-networking-is-really-different/</link>
		
		<dc:creator><![CDATA[Patrick Kennedy]]></dc:creator>
		<pubDate>Mon, 01 Dec 2025 20:47:46 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[ASUS]]></category>
		<category><![CDATA[Dell]]></category>
		<category><![CDATA[GB10]]></category>
		<category><![CDATA[networking]]></category>
		<category><![CDATA[Nvidia]]></category>
		<guid isPermaLink="false">https://www.servethehome.com/?p=91457</guid>

					<description><![CDATA[We jump into the NVIDIA GB10 ConnectX-7 networking and see why 200GbE speeds take more effort to achieve than you might think
The post The NVIDIA GB10 ConnectX-7 200GbE Networking is Really Different appeared first on ServeTheHome.
]]></description>
		
		
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		<title>Why Replicate is joining Cloudflare</title>
		<link>https://noise.getoto.net/2025/12/01/why-replicate-is-joining-cloudflare/</link>
		
		<dc:creator><![CDATA[Andreas Jansson]]></dc:creator>
		<pubDate>Mon, 01 Dec 2025 06:00:00 +0000</pubDate>
				<category><![CDATA[Acquisitions]]></category>
		<category><![CDATA[AI]]></category>
		<category><![CDATA[Developers]]></category>
		<category><![CDATA[Workers AI]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=5aba6e212127802a4deceacaec58e614</guid>

					<description><![CDATA[Today, we’re excited to announce that Replicate is officially part of Cloudflare. We wanted to share a bit about our journey and why we made this decision.]]></description>
		
		
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		<title>Prompt Injection Through Poetry</title>
		<link>https://noise.getoto.net/2025/11/28/prompt-injection-through-poetry/</link>
		
		<dc:creator><![CDATA[Bruce Schneier]]></dc:creator>
		<pubDate>Fri, 28 Nov 2025 14:54:38 +0000</pubDate>
				<category><![CDATA[academic papers]]></category>
		<category><![CDATA[AI]]></category>
		<category><![CDATA[LLM]]></category>
		<category><![CDATA[terrorism]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">https://www.schneier.com/?p=71244</guid>

					<description><![CDATA[<p>In a new paper, “<a href="https://arxiv.org/pdf/2511.15304">Adversarial Poetry as a Universal Single-Turn Jailbreak Mechanism in Large Language Models</a>,” researchers found that turning LLM prompts into poetry resulted in jailbreaking the models:</p>
<blockquote><p><b>Abstract</b>: We present evidence that adversarial poetry functions as a universal single-turn jailbreak technique for Large Language Models (LLMs). Across 25 frontier proprietary and open-weight models, curated poetic prompts yielded high attack-success rates (ASR), with some providers exceeding 90%. Mapping prompts to MLCommons and EU CoP risk taxonomies shows that poetic attacks transfer across CBRN, manipulation, cyber-offence, and loss-of-control domains. Converting 1,200 ML-Commons harmful prompts into verse via a standardized meta-prompt produced ASRs up to 18 times higher than their prose baselines. Outputs are evaluated using an ensemble of 3 open-weight LLM judges, whose binary safety assessments were validated on a stratified human-labeled subset. Poetic framing achieved an average jailbreak success rate of 62% for hand-crafted poems and approximately 43% for meta-prompt conversions (compared to non-poetic baselines), substantially outperforming non-poetic baselines and revealing a systematic vulnerability across model families and safety training approaches. These findings demonstrate that stylistic variation alone can circumvent contemporary safety mechanisms, suggesting fundamental limitations in current alignment methods and evaluation protocols...</p></blockquote>]]></description>
		
		
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		<title>Four Ways AI Is Being Used to Strengthen Democracies Worldwide</title>
		<link>https://noise.getoto.net/2025/11/25/four-ways-ai-is-being-used-to-strengthen-democracies-worldwide/</link>
		
		<dc:creator><![CDATA[Bruce Schneier]]></dc:creator>
		<pubDate>Tue, 25 Nov 2025 12:00:50 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[Democracy]]></category>
		<category><![CDATA[LLM]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">https://www.schneier.com/?p=71235</guid>

					<description><![CDATA[<p>Democracy is colliding with the technologies of artificial intelligence. Judging from the audience reaction at the recent <a href="https://www.coe.int/en/web/world-forum-democracy">World Forum on Democracy</a> in Strasbourg, the general expectation is that democracy will be the worse for it. We have another narrative. Yes, there are risks to democracy from AI, but there are also opportunities.</p>
<p>We have just published the book <a href="https://mitpress.mit.edu/9780262049948/rewiring-democracy/">Rewiring Democracy: How AI will Transform Politics, Government, and Citizenship</a><em>.</em> In it, we take a clear-eyed view of how AI is undermining confidence in our information ecosystem, how the use of biased AI can harm constituents of democracies and how elected officials with authoritarian tendencies can use it to consolidate power. But we also give positive examples of how AI is transforming democratic governance and politics for the better...</p>]]></description>
		
		
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		<title>Partnering with Black Forest Labs to bring FLUX.2 [dev] to Workers AI</title>
		<link>https://noise.getoto.net/2025/11/25/partnering-with-black-forest-labs-to-bring-flux-2-dev-to-workers-ai/</link>
		
		<dc:creator><![CDATA[Michelle Chen]]></dc:creator>
		<pubDate>Tue, 25 Nov 2025 00:00:00 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[Developers]]></category>
		<category><![CDATA[Workers AI]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=74cd6bbf5d654095c0061ea7df8bc56d</guid>

					<description><![CDATA[FLUX.2 [dev] by Black Forest Labs is now on Workers AI! This advanced open-weight image model offers superior photorealism, multi-reference inputs, and granular control with JSON prompting.]]></description>
		
		
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		<title>Broadcom Shows the PEX90144 144 lane PCIe Gen6 Switch at SC25</title>
		<link>https://noise.getoto.net/2025/11/23/broadcom-shows-the-pex90144-144-lane-pcie-gen6-switch-at-sc25/</link>
		
		<dc:creator><![CDATA[Cliff Robinson]]></dc:creator>
		<pubDate>Sun, 23 Nov 2025 21:57:18 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[Broadcom]]></category>
		<category><![CDATA[Dell]]></category>
		<category><![CDATA[PCIe 6.0]]></category>
		<category><![CDATA[PLX]]></category>
		<guid isPermaLink="false">https://www.servethehome.com/?p=92371</guid>

					<description><![CDATA[Broadcom showed off its 144-lane PCIe Gen6 (PEX90144) switch at SC25 and showed its roadmap to PCIe Gen7 and Gen8 144-lane switches
The post Broadcom Shows the PEX90144 144 lane PCIe Gen6 Switch at SC25 appeared first on ServeTheHome.
]]></description>
		
		
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		<title>Accelerate investigations with AWS Security Incident Response AI-powered capabilities</title>
		<link>https://noise.getoto.net/2025/11/21/accelerate-investigations-with-aws-security-incident-response-ai-powered-capabilities/</link>
		
		<dc:creator><![CDATA[Daniel Begimher]]></dc:creator>
		<pubDate>Fri, 21 Nov 2025 18:47:13 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[Amazon GuardDuty]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS Incident Response]]></category>
		<category><![CDATA[AWS Security Hub]]></category>
		<category><![CDATA[incident response]]></category>
		<category><![CDATA[Intermediate (200)]]></category>
		<category><![CDATA[Security Blog]]></category>
		<category><![CDATA[Security, Identity & Compliance]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=91ea14e6ffec9d3a1e5eeea51655e236</guid>

					<description><![CDATA[If you’ve ever spent hours manually digging through AWS CloudTrail logs, checking AWS Identity and Access Management (IAM) permissions, and piecing together the timeline of a security event, you understand the time investment required for incident investigation. Today, we’re excited to announce the addition of AI-powered investigation capabilities to AWS Security Incident Response that automate […]]]></description>
		
		
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		<title>AI as Cyberattacker</title>
		<link>https://noise.getoto.net/2025/11/21/ai-as-cyberattacker/</link>
		
		<dc:creator><![CDATA[Bruce Schneier]]></dc:creator>
		<pubDate>Fri, 21 Nov 2025 12:01:36 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[cyberattack]]></category>
		<category><![CDATA[cyberespionage]]></category>
		<category><![CDATA[espionage]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">https://www.schneier.com/?p=71202</guid>

					<description><![CDATA[<p>From <a href="https://www.anthropic.com/news/disrupting-AI-espionage">Anthropic</a>:</p>
<blockquote><p>In mid-September 2025, we detected suspicious activity that later investigation determined to be a highly sophisticated espionage campaign. The attackers used AI’s “agentic” capabilities to an unprecedented degree­—using AI not just as an advisor, but to execute the cyberattacks themselves.</p>
<p>The threat actor—­whom we assess with high confidence was a Chinese state-sponsored group—­manipulated our Claude Code tool into attempting infiltration into roughly thirty global targets and succeeded in a small number of cases. The operation targeted large tech companies, financial institutions, chemical manufacturing companies, and government agencies. We believe this is the first documented case of a large-scale cyberattack executed without substantial human intervention...</p></blockquote>]]></description>
		
		
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		<title>This is the Google TPU v7 Ironwood Chip</title>
		<link>https://noise.getoto.net/2025/11/21/this-is-the-google-tpu-v7-ironwood-chip/</link>
		
		<dc:creator><![CDATA[Cliff Robinson]]></dc:creator>
		<pubDate>Fri, 21 Nov 2025 02:00:51 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[google]]></category>
		<category><![CDATA[TPU]]></category>
		<guid isPermaLink="false">https://www.servethehome.com/?p=92230</guid>

					<description><![CDATA[At SC25, we saw the Google TPU v7 Ironwood generation package on the show floor and took some photos of Google's AI chip
The post This is the Google TPU v7 Ironwood Chip appeared first on ServeTheHome.
]]></description>
		
		
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		<title>AI and Voter Engagement</title>
		<link>https://noise.getoto.net/2025/11/18/ai-and-voter-engagement/</link>
		
		<dc:creator><![CDATA[Bruce Schneier]]></dc:creator>
		<pubDate>Tue, 18 Nov 2025 12:01:44 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[Democracy]]></category>
		<category><![CDATA[LLM]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[voting]]></category>
		<guid isPermaLink="false">https://www.schneier.com/?p=71151</guid>

					<description><![CDATA[<p>Social media has been a familiar, even mundane, part of life for nearly two decades. It can be easy to forget it was not always that way.</p>
<p>In 2008, social media was just emerging into the mainstream. <a href="https://thefulcrum.us/media-technology/news-literacy-project">Facebook</a> reached <a href="https://www.cnet.com/culture/facebook-hits-100-million-users/">100 million users</a> that summer. And a singular candidate was integrating social media into his political campaign: Barack Obama. His campaign’s use of social media was so bracingly innovative, so impactful, that it was viewed by journalist <a href="https://www.technologyreview.com/2008/08/19/219185/how-obama-really-did-it-2/">David Talbot</a> and others as the strategy that enabled the first term Senator to win the White House...</p>]]></description>
		
		
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		<title>Replicate is joining Cloudflare</title>
		<link>https://noise.getoto.net/2025/11/17/replicate-is-joining-cloudflare/</link>
		
		<dc:creator><![CDATA[Rita Kozlov]]></dc:creator>
		<pubDate>Mon, 17 Nov 2025 14:00:00 +0000</pubDate>
				<category><![CDATA[Acquisitions]]></category>
		<category><![CDATA[AI]]></category>
		<category><![CDATA[Developer Platform]]></category>
		<category><![CDATA[Developers]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=c4ccb34caf15c06367b7c2dc5d649c2b</guid>

					<description><![CDATA[Bringing Replicate’s tools into Cloudflare will continue to make our Workers Platform the best place on the Internet to build and deploy any AI or agentic workflow.]]></description>
		
		
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		<title>More Prompt&#124;&#124;GTFO</title>
		<link>https://noise.getoto.net/2025/11/17/more-promptgtfo/</link>
		
		<dc:creator><![CDATA[Bruce Schneier]]></dc:creator>
		<pubDate>Mon, 17 Nov 2025 12:05:07 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[cybersecurity]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[videos]]></category>
		<guid isPermaLink="false">https://www.schneier.com/?p=71147</guid>

					<description><![CDATA[The next three in this series on online events highlighting interesting uses of AI in cybersecurity are online: #4, #5, and #6. Well worth watching.
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		<title>The Role of Humans in an AI-Powered World</title>
		<link>https://noise.getoto.net/2025/11/14/the-role-of-humans-in-an-ai-powered-world/</link>
		
		<dc:creator><![CDATA[Bruce Schneier]]></dc:creator>
		<pubDate>Fri, 14 Nov 2025 12:00:33 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[LLM]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">https://www.schneier.com/?p=71136</guid>

					<description><![CDATA[<p>As AI capabilities grow, we must delineate the roles that should remain exclusively human. The line seems to be between fact-based decisions and judgment-based decisions.</p>
<p>For example, in a medical context, if an AI was demonstrably better at reading a test result and diagnosing cancer than a human, you would take the AI in a second. You want the more accurate tool. But justice is harder because justice is inherently a human quality in a way that “Is this tumor cancerous?” is not. That’s a fact-based question. “What’s the right thing to do here?” is a human-based question...</p>]]></description>
		
		
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		<title>MLPerf Training v5.1 NVIDIA Dominates while AMD Has a Strong Showing and Cisco Silicon</title>
		<link>https://noise.getoto.net/2025/11/14/mlperf-training-v5-1-nvidia-dominates-while-amd-has-a-strong-showing-and-cisco-silicon/</link>
		
		<dc:creator><![CDATA[Patrick Kennedy]]></dc:creator>
		<pubDate>Fri, 14 Nov 2025 04:16:30 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[AMD]]></category>
		<category><![CDATA[Blackwell]]></category>
		<category><![CDATA[Blackwell Ultra]]></category>
		<category><![CDATA[cisco]]></category>
		<category><![CDATA[GB200]]></category>
		<category><![CDATA[GB300]]></category>
		<category><![CDATA[Instinct]]></category>
		<category><![CDATA[MangoBoost]]></category>
		<category><![CDATA[Nvidia]]></category>
		<guid isPermaLink="false">https://www.servethehome.com/?p=92115</guid>

					<description><![CDATA[MLPerf Training v5.1 is out, with NVIDIA dominating. AMD showed up and performed well. Cisco Silicon One and MangoBoost DPUs made cameos
The post MLPerf Training v5.1 NVIDIA Dominates while AMD Has a Strong Showing and Cisco Silicon appeared first on S...]]></description>
		
		
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		<title>Prompt Injection in AI Browsers</title>
		<link>https://noise.getoto.net/2025/11/11/prompt-injection-in-ai-browsers/</link>
		
		<dc:creator><![CDATA[Bruce Schneier]]></dc:creator>
		<pubDate>Tue, 11 Nov 2025 12:08:48 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[browsers]]></category>
		<category><![CDATA[cyberattack]]></category>
		<category><![CDATA[LLM]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">https://www.schneier.com/?p=71125</guid>

					<description><![CDATA[<p><a href="https://www.bleepingcomputer.com/news/security/commetjacking-attack-tricks-comet-browser-into-stealing-emails/">This</a> is why AIs are not ready to be personal assistants:</p>
<blockquote><p>A new attack called ‘CometJacking’ exploits URL parameters to pass to Perplexity’s Comet AI browser hidden instructions that allow access to sensitive data from connected services, like email and calendar.</p>
<p>In a realistic scenario, no credentials or user interaction are required and a threat actor can leverage the attack by simply exposing a maliciously crafted URL to targeted users.</p>
<p>[…]</p>
<p>CometJacking is a prompt-injection attack where the query string processed by the Comet AI browser contains malicious instructions added using the ‘collection’ parameter of the URL...</p></blockquote>]]></description>
		
		
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		<title>Faking Receipts with AI</title>
		<link>https://noise.getoto.net/2025/11/07/faking-receipts-with-ai/</link>
		
		<dc:creator><![CDATA[Bruce Schneier]]></dc:creator>
		<pubDate>Fri, 07 Nov 2025 12:01:46 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[forgery]]></category>
		<category><![CDATA[fraud]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">https://www.schneier.com/?p=71119</guid>

					<description><![CDATA[<p>Over the past few decades, it’s become easier and easier to create fake receipts. Decades ago, it required special paper and printers—I remember a company in the UK advertising its services to people trying to cover up their affairs. Then, receipts became computerized, and faking them required some artistic skills to make the page look realistic.</p>
<p>Now, AI can <a href="https://arstechnica.com/ai/2025/10/ai-generated-receipts-make-submitting-fake-expenses-easier/">do it all</a>:</p>
<blockquote><p>Several receipts shown to the FT by expense management platforms demonstrated the realistic nature of the images, which included wrinkles in paper, detailed itemization that matched real-life menus, and signatures...</p></blockquote>]]></description>
		
		
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		<title>Scientists Need a Positive Vision for AI</title>
		<link>https://noise.getoto.net/2025/11/05/scientists-need-a-positive-vision-for-ai/</link>
		
		<dc:creator><![CDATA[Bruce Schneier]]></dc:creator>
		<pubDate>Wed, 05 Nov 2025 12:04:34 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[LLM]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">https://www.schneier.com/?p=71112</guid>

					<description><![CDATA[<p>For many in the research community, it’s gotten harder to be optimistic about the impacts of <a href="https://spectrum.ieee.org/topic/artificial-intelligence/">artificial intelligence</a>.</p>
<p>As authoritarianism is rising around the world, AI-generated “slop” is overwhelming legitimate media, while AI-generated <a href="https://spectrum.ieee.org/tag/deepfakes">deepfakes</a> are spreading <a href="https://spectrum.ieee.org/tag/misinformation">misinformation</a> and parroting extremist messages. AI is making warfare more precise and deadly amidst intransigent conflicts. AI companies are exploiting people in the global South who work as data labelers, and profiting from content creators worldwide by using their work without license or compensation. The industry is also affecting an already-roiling climate with its ...</p>]]></description>
		
		
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