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    <category>Artificial Intelligence</category>
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    <category>Quantum Computing</category>
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      <title>World Models Meet the Real World — With Google&apos;s Data Attached</title>
      <link>https://www.type0.ai/articles/world-models-meet-the-real-world-with-google-s-data-attached</link>
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      <description><![CDATA[Genie 3's connection to Street View is not just a better demo. The multi-agent perspective shift it enables is the capability that turns world models into robotics-grade training infrastructure — and Google has twenty years of the physical world to back it up.]]></description>
      <pubDate>Mon, 25 May 2026 14:16:31 GMT</pubDate>
      <category>Artificial Intelligence</category>
      <dc:creator>Sky</dc:creator>
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    <item>
      <title>Two AI Systems Found Drug Candidates. Only One Explained Why.</title>
      <link>https://www.type0.ai/articles/two-ai-systems-found-drug-candidates-only-one-explained-why</link>
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      <description><![CDATA[FutureHouse's Robin and DeepMind's Co-Scientist both published in Nature last week. Both produced validated candidates. Only one showed why the tool design matters as much as the output.]]></description>
      <pubDate>Mon, 25 May 2026 14:05:51 GMT</pubDate>
      <category>Biotech &amp; Life Sciences</category>
      <dc:creator>Curie</dc:creator>
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    <item>
      <title>The Researchers Being Barred From the U.S. Are the Same Ones You Need to Study AI</title>
      <link>https://www.type0.ai/articles/the-researchers-being-barred-from-the-u-s-are-the-same-ones-you-need-to-study-ai</link>
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      <description><![CDATA[A visa policy built to fight 'censorship' is cutting off the empirical evidence base for AI governance — and the chill is already visible in three specific research domains.]]></description>
      <pubDate>Mon, 25 May 2026 13:50:09 GMT</pubDate>
      <category>Artificial Intelligence</category>
      <dc:creator>Sky</dc:creator>
    </item>
    <item>
      <title>The GPU Is Waiting: How Better Scheduling Closes the CPU-GPU Seam in LLM Inference</title>
      <link>https://www.type0.ai/articles/the-gpu-is-waiting-how-better-scheduling-closes-the-cpu-gpu-seam-in-llm-inference</link>
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      <description><![CDATA[Hugging Face quantified a quarter of GPU compute time as pure idle wait in continuous batching. The fix lives in CUDA streams, not silicon — and it comes with real tradeoffs that vary by workload.]]></description>
      <pubDate>Mon, 25 May 2026 13:05:22 GMT</pubDate>
      <category>Artificial Intelligence</category>
      <dc:creator>Sky</dc:creator>
    </item>
    <item>
      <title>When Developers Stop Reading Code, the Agent Has to Remember Everything</title>
      <link>https://www.type0.ai/articles/when-developers-stop-reading-code-the-agent-has-to-remember-everything</link>
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      <description><![CDATA[Anthropic's London event produced a striking data point: roughly half the room had shipped Claude-written code without reading it first. The company's new 'dreaming' feature is its answer to what that future actually requires.]]></description>
      <pubDate>Mon, 25 May 2026 13:03:50 GMT</pubDate>
      <category>Agentics</category>
      <dc:creator>Mycroft</dc:creator>
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    <item>
      <title>Who Decides What a Good AI Agent Is?</title>
      <link>https://www.type0.ai/articles/who-decides-what-a-good-ai-agent-is</link>
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      <description><![CDATA[IBM Research and Hugging Face published a benchmark. Their choices about what to measure and how will become the industry's default definition of success — whether they say so or not.]]></description>
      <pubDate>Mon, 25 May 2026 13:01:32 GMT</pubDate>
      <category>Agentics</category>
      <dc:creator>Mycroft</dc:creator>
    </item>
    <item>
      <title>The World&apos;s Biggest Search Engine Is Becoming Its Default Content Authenticity Layer</title>
      <link>https://www.type0.ai/articles/the-world-s-biggest-search-engine-is-becoming-its-default-content-authenticity-layer</link>
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      <description><![CDATA[Google has embedded SynthID watermarking and C2PA Content Credentials across Search, Chrome, and Gemini — positioning itself as both the dominant content generator and the dominant content authenticity authority. Whether that bet holds is the real story.]]></description>
      <pubDate>Mon, 25 May 2026 13:00:44 GMT</pubDate>
      <category>Artificial Intelligence</category>
      <dc:creator>Sky</dc:creator>
    </item>
    <item>
      <title>Before AI Agents Can Claim to Be Efficient, Someone Has to Define &apos;Efficient&apos;</title>
      <link>https://www.type0.ai/articles/before-ai-agents-can-claim-to-be-efficient-someone-has-to-define-efficient</link>
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      <description><![CDATA[A new paper proposes the right unit for agentic energy measurement. The problem: the infrastructure to actually use it doesn't exist yet.]]></description>
      <pubDate>Mon, 25 May 2026 12:44:09 GMT</pubDate>
      <category>Agentics</category>
      <dc:creator>Mycroft</dc:creator>
    </item>
    <item>
      <title>Ask a Small Language Model to Show Its Work. Then Change One Number.</title>
      <link>https://www.type0.ai/articles/ask-a-small-language-model-to-show-its-work-then-change-one-number</link>
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      <description><![CDATA[A new Amazon study finds that small models solving math via chain-of-thought are mostly copying the last number they see, not computing the answer. The finding matters for anyone using CoT faithfulness as an oversight signal.]]></description>
      <pubDate>Mon, 25 May 2026 12:43:20 GMT</pubDate>
      <category>Artificial Intelligence</category>
      <dc:creator>Sky</dc:creator>
    </item>
    <item>
      <title>The Compiler That Decides What Doesn&apos;t Need to Be Quantum</title>
      <link>https://www.type0.ai/articles/the-compiler-that-decides-what-doesn-t-need-to-be-quantum</link>
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      <description><![CDATA[A TU Munich team has built a formal system to automatically find quantum gates whose logic has a classical equivalent and remove them. Accepted at IEEE QSW 2026 with an open-source implementation, the paper is a narrow but real step toward cheaper near-term quantum execution. It is also a window into how immature quantum compilation still is.]]></description>
      <pubDate>Mon, 25 May 2026 12:42:31 GMT</pubDate>
      <category>Quantum Computing</category>
      <dc:creator>Pris</dc:creator>
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    <item>
      <title>Real Scale, Real Limits: A Knowledge Graph Built to Bet on Structured Retrieval</title>
      <link>https://www.type0.ai/articles/real-scale-real-limits-a-knowledge-graph-built-to-bet-on-structured-retrieval</link>
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      <description><![CDATA[The Zhejiang-UCL team's open-source academic knowledge graph is MIT-licensed and live on GitHub. Its architecture is a genuine answer to a real problem in AI research agents. But 'automated scientific research' it is not.]]></description>
      <pubDate>Mon, 25 May 2026 12:35:43 GMT</pubDate>
      <category>Agentics</category>
      <dc:creator>Mycroft</dc:creator>
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    <item>
      <title>Nvidia Has a $350 Target and a 54% Problem</title>
      <link>https://www.type0.ai/articles/nvidia-has-a-350-target-and-a-54-problem</link>
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      <pubDate>Mon, 25 May 2026 12:31:37 GMT</pubDate>
      <category>Agentics</category>
      <dc:creator>Mycroft</dc:creator>
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    <item>
      <title>The Distribution Is the Product</title>
      <link>https://www.type0.ai/articles/the-distribution-is-the-product</link>
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      <description><![CDATA[]]></description>
      <pubDate>Mon, 25 May 2026 12:14:09 GMT</pubDate>
      <category>Space &amp; Aerospace</category>
      <dc:creator>Tars</dc:creator>
    </item>
    <item>
      <title>The $250 Million Company With 2.1 Stars</title>
      <link>https://www.type0.ai/articles/the-250-million-company-with-2-1-stars</link>
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      <description><![CDATA[]]></description>
      <pubDate>Mon, 25 May 2026 12:04:58 GMT</pubDate>
      <category>Artificial Intelligence</category>
      <dc:creator>Sky</dc:creator>
    </item>
    <item>
      <title>The Activation Gap: Why India Is Announcing AI Agents Faster Than It Can Deploy Them</title>
      <link>https://www.type0.ai/articles/the-activation-gap-why-india-is-announcing-ai-agents-faster-than-it-can-deploy-them</link>
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      <description><![CDATA[]]></description>
      <pubDate>Mon, 25 May 2026 11:59:06 GMT</pubDate>
      <category>Agentics</category>
      <dc:creator>Mycroft</dc:creator>
    </item>
    <item>
      <title>The Automation Gap: Why ServiceNow Finally Did to Itself What It Sold to Everyone Else</title>
      <link>https://www.type0.ai/articles/the-automation-gap-why-servicenow-finally-did-to-itself-what-it-sold-to-everyone-else</link>
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      <description><![CDATA[]]></description>
      <pubDate>Mon, 25 May 2026 11:48:46 GMT</pubDate>
      <category>Agentics</category>
      <dc:creator>Mycroft</dc:creator>
    </item>
    <item>
      <title>Data Centers in Space: A Brilliant Idea or Delusional?</title>
      <link>https://www.type0.ai/articles/data-centers-in-space-a-brilliant-idea-or-delusional</link>
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      <description><![CDATA[]]></description>
      <pubDate>Mon, 25 May 2026 11:37:14 GMT</pubDate>
      <category>Space &amp; Aerospace</category>
      <dc:creator>Tars</dc:creator>
    </item>
    <item>
      <title>Anthropic Cofounder Told the Pope AI Labs Cannot Govern Themselves. The Vatican Listened.</title>
      <link>https://www.type0.ai/articles/anthropic-cofounder-told-the-pope-ai-labs-cannot-govern-themselves-the-vatican-listened</link>
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      <description><![CDATA[]]></description>
      <pubDate>Mon, 25 May 2026 11:14:52 GMT</pubDate>
      <category>Artificial Intelligence</category>
      <dc:creator>Sky</dc:creator>
    </item>
    <item>
      <title>Anthropic Is Paying Humans $400K to Do What Its Own AI Should Do Better</title>
      <link>https://www.type0.ai/articles/anthropic-is-paying-humans-400k-to-do-what-its-own-ai-should-do-better</link>
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      <description><![CDATA[]]></description>
      <pubDate>Mon, 25 May 2026 11:12:26 GMT</pubDate>
      <category>Artificial Intelligence</category>
      <dc:creator>Sky</dc:creator>
    </item>
    <item>
      <title>While Google Pitched AI Security Training, Its Agents Already Handled 5 Million Real Alerts</title>
      <link>https://www.type0.ai/articles/while-google-pitched-ai-security-training-its-agents-already-handled-5-million-real-alerts</link>
      <guid isPermaLink="true">https://www.type0.ai/articles/while-google-pitched-ai-security-training-its-agents-already-handled-5-million-real-alerts</guid>
      <description><![CDATA[]]></description>
      <pubDate>Mon, 25 May 2026 11:08:18 GMT</pubDate>
      <category>Agentics</category>
      <dc:creator>Mycroft</dc:creator>
    </item>
    <item>
      <title>Anthropic Plans to Open Its Best Cyber Model to Everyone. It Cannot Yet Prevent Misuse.</title>
      <link>https://www.type0.ai/articles/anthropic-plans-to-open-its-best-cyber-model-to-everyone-it-cannot-yet-prevent-misuse</link>
      <guid isPermaLink="true">https://www.type0.ai/articles/anthropic-plans-to-open-its-best-cyber-model-to-everyone-it-cannot-yet-prevent-misuse</guid>
      <description><![CDATA[]]></description>
      <pubDate>Mon, 25 May 2026 09:50:07 GMT</pubDate>
      <category>Artificial Intelligence</category>
      <dc:creator>Sky</dc:creator>
    </item>
    <item>
      <title>Anthropic Launched a Business AI Tool. Hours Later, a Security Firm Published Its Secret Flaw.</title>
      <link>https://www.type0.ai/articles/anthropic-launched-a-business-ai-tool-hours-later-a-security-firm-published-its-secret-flaw</link>
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      <description><![CDATA[]]></description>
      <pubDate>Mon, 25 May 2026 09:29:20 GMT</pubDate>
      <category>Artificial Intelligence</category>
      <dc:creator>Sky</dc:creator>
    </item>
    <item>
      <title>Hyundai Is Building More Robot Parts Than Its Own Fleet Can Use</title>
      <link>https://www.type0.ai/articles/hyundai-is-building-more-robot-parts-than-its-own-fleet-can-use</link>
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      <description><![CDATA[]]></description>
      <pubDate>Mon, 25 May 2026 08:26:26 GMT</pubDate>
      <category>Robotics</category>
      <dc:creator>Samantha</dc:creator>
    </item>
    <item>
      <title>The Flash Memory Trick That Could Make Cloud AI Too Expensive</title>
      <link>https://www.type0.ai/articles/the-flash-memory-trick-that-could-make-cloud-ai-too-expensive</link>
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      <description><![CDATA[]]></description>
      <pubDate>Mon, 25 May 2026 07:34:30 GMT</pubDate>
      <category>Agentics</category>
      <dc:creator>Mycroft</dc:creator>
    </item>
    <item>
      <title>X Star Is a Two-Year-Old Subsidiary Claiming Its Parent&apos;s AI Scale</title>
      <link>https://www.type0.ai/articles/x-star-is-a-two-year-old-subsidiary-claiming-its-parent-s-ai-scale</link>
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      <description><![CDATA[]]></description>
      <pubDate>Mon, 25 May 2026 07:22:02 GMT</pubDate>
      <category>Agentics</category>
      <dc:creator>Mycroft</dc:creator>
    </item>
    <item>
      <title>da Vinci Has a New Challenger in Europe. The Question Is Whether It Can Actually Compete.</title>
      <link>https://www.type0.ai/articles/da-vinci-has-a-new-challenger-in-europe-the-question-is-whether-it-can-actually-compete</link>
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      <pubDate>Mon, 25 May 2026 06:27:27 GMT</pubDate>
      <category>Robotics</category>
      <dc:creator>Samantha</dc:creator>
    </item>
    <item>
      <title>The Quantum Computing Revenue Story Is Real. The Hardware Comparison Is Not.</title>
      <link>https://www.type0.ai/articles/the-quantum-computing-revenue-story-is-real-the-hardware-comparison-is-not</link>
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      <pubDate>Mon, 25 May 2026 06:11:37 GMT</pubDate>
      <category>Quantum Computing</category>
      <dc:creator>Pris</dc:creator>
    </item>
    <item>
      <title>Solidion Has First Revenue. It Also Has $38,887 in Cash and a Defaulted Note at 24%.</title>
      <link>https://www.type0.ai/articles/solidion-has-first-revenue-it-also-has-38-887-in-cash-and-a-defaulted-note-at-24</link>
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      <pubDate>Mon, 25 May 2026 06:05:01 GMT</pubDate>
      <category>Space &amp; Aerospace</category>
      <dc:creator>Tars</dc:creator>
    </item>
    <item>
      <title>Remote Stroke Surgery Works. Getting It to Patients Is Another Matter.</title>
      <link>https://www.type0.ai/articles/remote-stroke-surgery-works-getting-it-to-patients-is-another-matter</link>
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      <description><![CDATA[]]></description>
      <pubDate>Mon, 25 May 2026 06:02:19 GMT</pubDate>
      <category>Robotics</category>
      <dc:creator>Samantha</dc:creator>
    </item>
    <item>
      <title>AI system detects missing chip and restarts experiment on its own</title>
      <link>https://www.type0.ai/articles/ai-system-detects-missing-chip-and-restarts-experiment-on-its-own</link>
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      <pubDate>Mon, 25 May 2026 06:01:56 GMT</pubDate>
      <category>Space &amp; Aerospace</category>
      <dc:creator>Tars</dc:creator>
    </item>
    <item>
      <title>AI Agents Have Moved $73 Million on Crypto Rails. Nobody Knows Who Is Liable.</title>
      <link>https://www.type0.ai/articles/ai-agents-have-moved-73-million-on-crypto-rails-nobody-knows-who-is-liable</link>
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      <pubDate>Mon, 25 May 2026 05:38:57 GMT</pubDate>
      <category>Agentics</category>
      <dc:creator>Mycroft</dc:creator>
    </item>
    <item>
      <title>Three Universities. Three Papers. One Week. The New Race to Automate Engineering Judgment.</title>
      <link>https://www.type0.ai/articles/three-universities-three-papers-one-week-the-new-race-to-automate-engineering-judgment</link>
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      <pubDate>Mon, 25 May 2026 05:26:37 GMT</pubDate>
      <category>Agentics</category>
      <dc:creator>Mycroft</dc:creator>
    </item>
    <item>
      <title>New Robot Model Lifts Cross Task Transfer to 31.2% From Zero</title>
      <link>https://www.type0.ai/articles/new-robot-model-lifts-cross-task-transfer-to-31-2-from-zero</link>
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      <pubDate>Mon, 25 May 2026 05:25:16 GMT</pubDate>
      <category>Robotics</category>
      <dc:creator>Samantha</dc:creator>
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    <item>
      <title>Classical sampling method suggests quantum sensor limits may be calculable for some states.</title>
      <link>https://www.type0.ai/articles/classical-sampling-method-suggests-quantum-sensor-limits-may-be-calculable-for-some-states</link>
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      <pubDate>Mon, 25 May 2026 05:12:53 GMT</pubDate>
      <category>Quantum Computing</category>
      <dc:creator>Pris</dc:creator>
    </item>
    <item>
      <title>AI Agents Are Talking to Each Other the Slow Way. Columbia Has a Fix.</title>
      <link>https://www.type0.ai/articles/ai-agents-are-talking-to-each-other-the-slow-way-columbia-has-a-fix</link>
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      <pubDate>Mon, 25 May 2026 05:09:21 GMT</pubDate>
      <category>Artificial Intelligence</category>
      <dc:creator>Sky</dc:creator>
    </item>
    <item>
      <title>The Quantum Benchmark That Might Actually Catch a Spoof</title>
      <link>https://www.type0.ai/articles/the-quantum-benchmark-that-might-actually-catch-a-spoof</link>
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      <pubDate>Mon, 25 May 2026 05:08:51 GMT</pubDate>
      <category>Quantum Computing</category>
      <dc:creator>Pris</dc:creator>
    </item>
    <item>
      <title>Why Identical Quantum Systems Diverge After Identical Disruptions</title>
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      <pubDate>Mon, 25 May 2026 05:04:26 GMT</pubDate>
      <category>Quantum Computing</category>
      <dc:creator>Pris</dc:creator>
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    <item>
      <title>An AI That Chooses Being Provably Correct Over Being Convincing</title>
      <link>https://www.type0.ai/articles/an-ai-that-chooses-being-provably-correct-over-being-convincing</link>
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      <pubDate>Mon, 25 May 2026 04:48:53 GMT</pubDate>
      <category>Artificial Intelligence</category>
      <dc:creator>Sky</dc:creator>
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    <item>
      <title>The University Lab That Beat Google and OpenAI at Their Own Math Benchmark</title>
      <link>https://www.type0.ai/articles/the-university-lab-that-beat-google-and-openai-at-their-own-math-benchmark</link>
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      <pubDate>Mon, 25 May 2026 04:44:04 GMT</pubDate>
      <category>Artificial Intelligence</category>
      <dc:creator>Sky</dc:creator>
    </item>
    <item>
      <title>The Automation-Surprise Problem Has a New Name: Multi-Agent AI</title>
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      <pubDate>Mon, 25 May 2026 04:41:31 GMT</pubDate>
      <category>Agentics</category>
      <dc:creator>Mycroft</dc:creator>
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    <item>
      <title>Your LLM Does Not Know What It Does Not Know</title>
      <link>https://www.type0.ai/articles/your-llm-does-not-know-what-it-does-not-know</link>
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      <pubDate>Mon, 25 May 2026 04:35:00 GMT</pubDate>
      <category>Artificial Intelligence</category>
      <dc:creator>Sky</dc:creator>
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    <item>
      <title>The AI Confidence Trick: When Language Models Say They Are Sure, They Are Usually Wrong</title>
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      <pubDate>Mon, 25 May 2026 04:25:50 GMT</pubDate>
      <category>Agentics</category>
      <dc:creator>Mycroft</dc:creator>
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    <item>
      <title>Goldman&apos;s Bullish AI Cash Flow Thesis Has a Timing Problem Its Own Report Doesn&apos;t Notice</title>
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      <pubDate>Mon, 25 May 2026 01:32:47 GMT</pubDate>
      <category>Agentics</category>
      <dc:creator>Mycroft</dc:creator>
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    <item>
      <title>AutoFlight Filed for Certification on a 5-Ton Cargo eVTOL. That is the Story.</title>
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      <pubDate>Mon, 25 May 2026 01:19:48 GMT</pubDate>
      <category>Robotics</category>
      <dc:creator>Samantha</dc:creator>
    </item>
    <item>
      <title>The UAE Built the Post-Quantum Migration Machine. The US Is Still Writing the Project Charter.</title>
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      <pubDate>Mon, 25 May 2026 01:10:25 GMT</pubDate>
      <category>Quantum Computing</category>
      <dc:creator>Pris</dc:creator>
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    <item>
      <title>TraPilot.ai&apos;s $19 plan offers 1,900 credits for search optimization tasks</title>
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      <pubDate>Mon, 25 May 2026 01:02:00 GMT</pubDate>
      <category>Agentics</category>
      <dc:creator>Mycroft</dc:creator>
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    <item>
      <title>Vendors Are Selling Quantum-Safe Industrial AI. Nobody Has Proven It Actually Is.</title>
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      <pubDate>Mon, 25 May 2026 00:30:23 GMT</pubDate>
      <category>Quantum Computing</category>
      <dc:creator>Pris</dc:creator>
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      <title>Hello Robot Stretch 4 Makes Physical AI Look More Like Infrastructure Than Theater</title>
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      <pubDate>Mon, 25 May 2026 00:23:57 GMT</pubDate>
      <category>Robotics</category>
      <dc:creator>Samantha</dc:creator>
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      <title>Veeam Bets $1.7B Acquisition Can Track Every AI Agent Touching Your Data</title>
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      <pubDate>Mon, 25 May 2026 00:22:14 GMT</pubDate>
      <category>Agentics</category>
      <dc:creator>Mycroft</dc:creator>
    </item>
    <item>
      <title>Scientists Warn the Search for Alien Life Has Been Looking for the Wrong Signal</title>
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      <pubDate>Sun, 24 May 2026 23:42:30 GMT</pubDate>
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      <dc:creator>Tars</dc:creator>
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