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		<title>AI Native Weekly Newsletter: 12 June 2026</title>
		<link>https://ainativefoundation.org/ai-native-weekly-newsletter-12-june-2026/</link>
		
		<dc:creator><![CDATA[AINF]]></dc:creator>
		<pubDate>Fri, 12 Jun 2026 09:56:53 +0000</pubDate>
				<category><![CDATA[Newsletter]]></category>
		<guid isPermaLink="false">https://ainativefoundation.org/ai-native-weekly-newsletter-12-june-2026/</guid>

					<description><![CDATA[This week shows AI moving on two fronts at once: toward more powerful frontier systems, and toward real-world deployment at global scale. Anthropic introduced Claude Fable 5 and the restricted-access Claude Mythos 5, signaling a new model for releasing advanced capabilities with stronger safeguards. Apple expanded Private Cloud Compute to Google Cloud, using NVIDIA GPUs for Apple Intelligence workloads while extending its privacy architecture beyond its own data centers. Google brought Gemini 3.5 Live Translate into products and developer tools, making real-time speech translation across 70+ languages feel closer to everyday use. At the same time, Cognition’s FrontierCode benchmark reframed AI coding around mergeability rather than simple correctness, while Xiaomi pushed trillion-parameter inference past 1,000 tokens per second. And with ResNet receiving the CVPR 2026 Longuet-Higgins Prize, the week also offered a reminder that today’s AI breakthroughs are still built on research ideas that reshaped the field a decade ago.]]></description>
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<div class="intro">
       This week shows AI moving on two fronts at once: toward more powerful frontier systems, and toward real-world deployment at global scale. Anthropic introduced Claude Fable 5 and the restricted-access Claude Mythos 5, signaling a new model for releasing advanced capabilities with stronger safeguards. Apple expanded Private Cloud Compute to Google Cloud, using NVIDIA GPUs for Apple Intelligence workloads while extending its privacy architecture beyond its own data centers. Google brought Gemini 3.5 Live Translate into products and developer tools, making real-time speech translation across 70+ languages feel closer to everyday use. At the same time, Cognition’s FrontierCode benchmark reframed AI coding around mergeability rather than simple correctness, while Xiaomi pushed trillion-parameter inference past 1,000 tokens per second. And with ResNet receiving the CVPR 2026 Longuet-Higgins Prize, the week also offered a reminder that today’s AI breakthroughs are still built on research ideas that reshaped the field a decade ago.
    </div>
<div class="contents">
<h2>Contents</h2>
<ul>
            <!-- 

<li><a href="#education">New features of our membership</a></li>

 --></p>
<li>
<a   href="#news5594242222">Anthropic Launches Claude Fable 5 and Mythos 5<br />
</a>
</li>
<li>
<a   href="#news8328566">Apple Expands Private Cloud Compute to Google Cloud<br />
</a>
</li>
<li>
<a   href="#news1246975">Google Launches Gemini 3.5 Live Translate<br />
</a>
</li>
<li>
<a   href="#news1133333">Xiaomi Pushes 1T MiMo Past 1,000 TPS<br />
</a>
</li>
<li>
<a   href="#news376791">Cognition Launches FrontierCode for Mergeable AI Code<br />
</a>
</li>
<li>
<a   href="#news222">ResNet Wins CVPR 2026 Longuet-Higgins Prize<br />
</a>
</li>
</ul></div>
<p>    <!-- 

<div class="education-section" id="education">
        

<h2>New features of our membership</h2>


        

<div class="promo-banner">
            <img decoding="async" src="https://cdn.ainative.foundation/uploads/44ba8180-21ff-466a-902f-f35f707126c3.jpeg"
                alt="Linux Foundation Education Promotion - Strive to Thrive in '25" class="banner-image">

        </div>



        

<div class="education-points">
            

<ul>
                

<li><strong>Unlock New Possibilities with Our Latest Features!</strong></li>


                

<li><strong>New Workflow Module: </strong> Enhance your productivity with our newly added workflow module in the membership system.</li>


                

<li><strong>Exclusive Access:</strong> Explore featured and premium automated workflows designed to optimize efficiency.</li>


                

<li><strong>Join & Explore:</strong> Register today to discover powerful solutions that streamline your work and boost performance!</li>


            </ul>


            

<p style="display: inline-block; background: #000; padding: 12px 30px; border-radius: 25px; margin-top: 20px;"><a href="https://member.ainativefoundation.org/aiflow/selection" style="color: #fff!important; text-decoration: none; font-weight: bold;">REGISTER NOW</a></p>


        </div>


    </div>



    

<hr class="section-divider"> --><br />
<!-- 列表文章 --></p>
<div class="kubecon-section" id="news5594242222">
<h2>Anthropic Launches Claude Fable 5 and Mythos 5</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/20260611_en_claude.png"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
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</p></div>
<div class="event-description">
<p>Anthropic announced Claude Fable 5, the first publicly available Mythos-class model featuring state-of-the-art performance in software engineering, knowledge work, and vision tasks. The model includes built-in safeguards that block responses in high-risk areas like cybersecurity and biology, instead routing to Claude Opus 4.8 for safety. Concurrently, Anthropic launched Claude Mythos 5 for trusted partners in the Glasswing program, providing unrestricted access to advanced capabilities for cybersecurity professionals. Both models represent a significant jump in capability over previous versions and are priced at $10 per million input tokens and $50 per million output tokens.</p>
<p ><a href="https://www.anthropic.com/news/claude-fable-5-mythos-5" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news8328566">
<h2>Apple Expands Private Cloud Compute to Google Cloud</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/video/20260609_en_nvdia_img.png"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
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</p></div>
<div class="event-description">
<p>Apple announced it is expanding Private Cloud Compute beyond its own data centers to Google Cloud, using NVIDIA GPUs to run new Apple Intelligence workloads. The collaboration extends Apple&#8217;s privacy protections to third-party data centers for the first time, utilizing NVIDIA Confidential Computing with NVIDIA GPUs, Intel CPUs with TDX, and Google&#8217;s Titan chip. Apple worked with Google to leverage Gemini model technologies for building next-generation Apple Foundation Models, with the most demanding tasks including agentic tool-use and complex reasoning running on NVIDIA GPUs in Google Cloud while maintaining Apple&#8217;s security and privacy protections.</p>
<p ><a href="https://security.apple.com/blog/expanding-pcc/" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news1246975">
<h2>Google Launches Gemini 3.5 Live Translate</h2>
<div class="event-banner">
<div class="event-graphics">
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        </div>
</p></div>
<div class="event-description">
<p>Google announced the release of Gemini 3.5 Live Translate, a new audio model that provides live speech-to-speech translation in over 70 languages. The model generates continuous translated speech while preserving speaker intonation, pacing, and pitch, staying just seconds behind the speaker throughout sessions. The technology is rolling out to Google Translate on Android and iOS, Google Meet with expanded language support, and is available to developers through the Gemini Live API and Google AI Studio. All generated audio includes SynthID watermarks for AI content detection.</p>
<p ><a href="https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-live-3-5-translate/" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news1133333">
<h2>Xiaomi Pushes 1T MiMo Past 1,000 TPS</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/video/20260610_cn_xiaomi_img.png"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>Xiaomi and TileRT jointly announced the MiMo-V2.5-Pro-UltraSpeed mode, marking the first time a trillion-parameter model has exceeded 1000 tokens per second in output speed. The breakthrough was achieved through co-design optimization including FP4 quantization for MoE experts and DFlash speculative decoding with block-level masked parallel prediction, running on standard 8-GPU nodes. The UltraSpeed API is now available through an application-based limited release from June 9 to June 23, 2026, priced at 3x the standard MiMo-V2.5-Pro rate while delivering approximately 10x faster output. Over 3000 enterprises and developers from various industries including law, finance, logistics, and automotive manufacturing applied for trial access within 12 hours of the announcement.</p>
<p ><a href="https://mp-weixin-qq-com.translate.goog/s/EZvmrx8xfM9MZNCMDwImFQ?_x_tr_sl=zh-CN&#038;_x_tr_tl=en&#038;_x_tr_hl=zh-CN" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news376791">
<h2>Cognition Launches FrontierCode for Mergeable AI Code</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260609_52ae58b4a25b4fa5bc80734303cf8c19.jpg"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>Cognition introduces FrontierCode, a new AI coding benchmark developed with 36 open-source maintainers who each invested over 40 hours per task. Unlike traditional benchmarks that focus on functional correctness, FrontierCode measures whether AI-generated code would actually be accepted by human maintainers for production codebases. The benchmark evaluates code along six axes including behavioral correctness, regression safety, mechanical cleanliness, test correctness, scope discipline, and code quality. Initial results show that over half of outputs passing earlier SWE-Bench tests fall short on mergeability standards, with even advanced models like Anthropic&#8217;s Claude Opus 4.8 scoring only 13.4% on the most difficult Diamond tasks.</p>
<p ><a href="https://cognition.ai/blog/frontier-code" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news222">
<h2>ResNet Wins CVPR 2026 Longuet-Higgins Prize</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260608_fd4220eacf1b48819be2314e33d3553c"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>CVPR 2026 announced that the 2015 paper Deep Residual Learning for Image Recognition (ResNet), co-authored by Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun, has received the Longuet-Higgins Prize. The prize recognizes research that has demonstrated long-term impact on both academic research and industrial development in computer vision. ResNet introduced residual learning to solve deep neural network training challenges and has become a foundational architecture in modern deep learning, with over 320,000 citations making it the most cited paper of the 21st century. The residual connection concept has expanded beyond computer vision to natural language processing, speech, multimodal systems, and other AI domains.</p>
<p ><a href="https://mp-weixin-qq-com.translate.goog/s/ZVgqdH_fE42jO4kcI-lF3g?_x_tr_sl=zh-CN&#038;_x_tr_tl=en&#038;_x_tr_hl=zh-CN" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider">
<p></body></p>
]]></content:encoded>
					
		
		
			</item>
		<item>
		<title>AI Native Weekly Newsletter: 06 June 2026</title>
		<link>https://ainativefoundation.org/ai-native-weekly-newsletter-06-june-2026/</link>
		
		<dc:creator><![CDATA[AINF]]></dc:creator>
		<pubDate>Fri, 05 Jun 2026 18:12:06 +0000</pubDate>
				<category><![CDATA[Newsletter]]></category>
		<guid isPermaLink="false">https://ainativefoundation.org/ai-native-weekly-newsletter-06-june-2026/</guid>

					<description><![CDATA[This week shows how quickly AI is moving from frontier research into tools, devices, and physical systems people can actually use. Anthropic’s latest analysis puts recursive self-improvement back in focus, with Claude now writing more than 80% of the code merged into its production systems. That progress is already reaching users: OpenAI extended Codex with Sites, turning plain-language prompts into interactive websites and apps, while Google released Gemma 4 12B, a multimodal model small enough to run locally on a laptop. On Windows, Microsoft’s OpenClaw and NVIDIA RTX Spark point to a new layer of local-agent infrastructure, combining secure execution, enterprise control, and hardware purpose-built for running AI agents on personal machines. And with Unitree’s H2 Plus, the story moves into robotics, as AI begins to step out of software workflows and into machines that move.]]></description>
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<p><body></p>
<div class="intro">
       This week shows how quickly AI is moving from frontier research into tools, devices, and physical systems people can actually use. Anthropic’s latest analysis puts recursive self-improvement back in focus, with Claude now writing more than 80% of the code merged into its production systems. That progress is already reaching users: OpenAI extended Codex with Sites, turning plain-language prompts into interactive websites and apps, while Google released Gemma 4 12B, a multimodal model small enough to run locally on a laptop. On Windows, Microsoft’s OpenClaw and NVIDIA RTX Spark point to a new layer of local-agent infrastructure, combining secure execution, enterprise control, and hardware purpose-built for running AI agents on personal machines. And with Unitree’s H2 Plus, the story moves into robotics, as AI begins to step out of software workflows and into machines that move.
    </div>
<div class="contents">
<h2>Contents</h2>
<ul>
            <!-- 

<li><a href="#education">New features of our membership</a></li>

 --></p>
<li>
<a   href="#news5426400">Anthropic Says Claude’s 80% Code Share Points to AI Self-Improvement<br />
</a>
</li>
<li>
<a   href="#news3743628">OpenAI Launches Sites for Codex to Build Interactive Apps<br />
</a>
</li>
<li>
<a   href="#news1590707">Google Releases Gemma 4 12B for Local Multimodal AI<br />
</a>
</li>
<li>
<a   href="#news1287421">Microsoft Brings OpenClaw to Windows with Security Containers<br />
</a>
</li>
<li>
<a   href="#news383802">Microsoft and NVIDIA Launch RTX Spark for Windows AI PCs<br />
</a>
</li>
<li>
<a   href="#news2772">Unitree Announces H2 Plus Humanoid Robot on NVIDIA Isaac GR00T<br />
</a>
</li>
</ul></div>
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    </div>



    

<hr class="section-divider"> --><br />
<!-- 列表文章 --></p>
<div class="kubecon-section" id="news5426400">
<h2>Anthropic Says Claude’s 80% Code Share Points to AI Self-Improvement</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/20260605_img_en_claude.png"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>Anthropic said Claude now authors more than 80% of the code merged into the company’s production systems as of May 2026, up from single digits before February 2025. The company says this trend points to a possible path toward recursive self-improvement, where AI systems could eventually help build more capable successors. Anthropic engineers now ship about 8 times as much code per quarter compared with 2021–2025, with Claude handling coding tasks that previously took humans hours to complete. The company warns that AI systems accelerating their own development could move faster than many institutions are prepared to manage.</p>
<p ><a href="https://www.anthropic.com/institute/recursive-self-improvement" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news3743628">
<h2>OpenAI Launches Sites for Codex to Build Interactive Apps</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260604_3b25f25cea954fe0a45420bcee0eec27.jpg"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>OpenAI announced Sites, a new Codex feature that allows users to create, share, and host interactive websites and apps through natural language prompts. Sites is rolling out in preview to Business and Enterprise customers first. Users can transform ideas, analysis, and plans into dashboards, planners, review workspaces, project boards, and other lightweight tools that can be shared with workspace members via URL. The feature expands Codex from a coding assistant into a tool for creating interactive workspaces and usable software experiences.</p>
<p ><a href="https://openai.com/index/codex-for-every-role-tool-workflow/" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news1590707">
<h2>Google Releases Gemma 4 12B for Local Multimodal AI</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260604_ff9be6d034e94c7fa754bd4932d0cb43.jpg"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>Google DeepMind released Gemma 4 12B, a 12-billion-parameter multimodal model designed to bring agentic multimodal intelligence directly to laptops. The model processes text, images, and audio with a unified architecture, without separate multimodal encoders. Gemma 4 12B can run locally with 16 GB of VRAM or unified memory and is released under an Apache 2.0 license. It is also the first mid-sized Gemma model to support native audio input, while delivering benchmark performance close to Google’s larger 26B model with a smaller memory footprint.</p>
<p ><a href="https://blog.google/innovation-and-ai/technology/developers-tools/introducing-gemma-4-12b/" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news1287421">
<h2>Microsoft Brings OpenClaw to Windows with Security Containers</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260604_759b90bc6567479ba887ea7225c87a76.jpg"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>Microsoft announced that OpenClaw now runs securely on Windows using Microsoft Execution Containers technology. The integration allows OpenClaw’s node and gateway to run with policy-driven containment for enterprise and local agent deployments. Microsoft also introduced a Windows companion app for setting up new Claws or connecting to existing ones. Together with Agent 365, the update is designed to help enterprises observe, govern, and secure AI agents on Windows.</p>
<p ><a href="https://blogs.windows.com/windowsdeveloper/2026/06/02/windows-platform-security-for-ai-agents/" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news383802">
<h2>Microsoft and NVIDIA Launch RTX Spark for Windows AI PCs</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260602_gj_img_microsoft.png"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>Microsoft and NVIDIA announced NVIDIA RTX Spark, a platform designed to power highly efficient thin-and-light Windows PCs for developers, creators, and power users. RTX Spark systems are purpose-built for the new wave of AI agents, with up to 128 GB of unified memory and integrated CPU/GPU/memory architecture optimized for local agentic workloads. The platform will support NVIDIA OpenShell on Windows, built on new Windows security and containment features for running agents locally. RTX Spark-powered laptops and small form factor desktop PCs from Microsoft Surface, ASUS, Dell, HP, Lenovo, MSI, and other OEMs are expected to launch beginning this fall.</p>
<p ><a href="https://blogs.windows.com/windowsexperience/2026/05/31/introducing-a-powerful-new-chapter-for-windows-pcs-accelerated-by-nvidia-rtx-spark/" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news2772">
<h2>Unitree Announces H2 Plus Humanoid Robot on NVIDIA Isaac GR00T</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260603_e262cc6f1e5d40afb9579771608cc1cb.jpg"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>Unitree announced H2 Plus, a humanoid robot platform built on NVIDIA Isaac GR00T. The system combines Unitree’s H2 humanoid body, dual SharpaWave tactile five-finger hands, NVIDIA Jetson Thor onboard compute, and Isaac GR00T open software. It comes with open models, simulation frameworks, and validated workflows from data to deployment. The platform is designed to support humanoid reasoning, learning, multitask behavior, and real-time onboard robot inference and control.</p>
<p ><a href="https://www.unitree.com/H2plus" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider">
<p></body></p>
]]></content:encoded>
					
		
		
			</item>
		<item>
		<title>AI Native Weekly Newsletter: 30 May 2026</title>
		<link>https://ainativefoundation.org/ai-native-weekly-newsletter-30-may-2026/</link>
		
		<dc:creator><![CDATA[AINF]]></dc:creator>
		<pubDate>Fri, 29 May 2026 16:31:02 +0000</pubDate>
				<category><![CDATA[Newsletter]]></category>
		<guid isPermaLink="false">https://ainativefoundation.org/ai-native-weekly-newsletter-30-may-2026/</guid>

					<description><![CDATA[This week shows how quickly AI is moving from model capability to real-world systems. Anthropic released Claude Opus 4.8 with dynamic workflows and effort control, while also reporting that Project Glasswing had found more than 10,000 high- or critical-severity vulnerabilities in critical software. Beyond models, Huawei proposed the Tau Scaling Law as a new path for semiconductor development, Alibaba’s Qwen3.7-Max ranked second among AI providers on the Code Arena coding benchmark, OpenAI introduced secure MCP tunnels for private enterprise systems, and ElevenLabs brought more expressive AI dubbing to over 90 languages. Let’s take a closer look at the advances pushing AI from powerful models into real-world systems.]]></description>
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<p><body></p>
<div class="intro">
       This week shows how quickly AI is moving from model capability to real-world systems. Anthropic released Claude Opus 4.8 with dynamic workflows and effort control, while also reporting that Project Glasswing had found more than 10,000 high- or critical-severity vulnerabilities in critical software. Beyond models, Huawei proposed the Tau Scaling Law as a new path for semiconductor development, Alibaba’s Qwen3.7-Max ranked second among AI providers on the Code Arena coding benchmark, OpenAI introduced secure MCP tunnels for private enterprise systems, and ElevenLabs brought more expressive AI dubbing to over 90 languages. Let’s take a closer look at the advances pushing AI from powerful models into real-world systems.
    </div>
<div class="contents">
<h2>Contents</h2>
<ul>
            <!-- 

<li><a href="#education">New features of our membership</a></li>

 --></p>
<li>
<a   href="#news89223573">Anthropic releases Claude Opus 4.8 with dynamic workflows and effort control<br />
</a>
</li>
<li>
<a   href="#news58646922">Anthropic’s Project Glasswing finds 10,000+ serious software vulnerabilities<br />
</a>
</li>
<li>
<a   href="#news47111692">Huawei proposes Tau Scaling Law as a new path beyond Moore’s Law<br />
</a>
</li>
<li>
<a   href="#news633333">Alibaba Qwen3.7-Max ranks second among providers on Code Arena<br />
</a>
</li>
<li>
<a   href="#news216556">OpenAI introduces secure MCP tunnels for private enterprise servers<br />
</a>
</li>
<li>
<a   href="#news30800">ElevenLabs launches Dubbing v2 for expressive translation in 90+ languages<br />
</a>
</li>
</ul></div>
<p>    <!-- 

<div class="education-section" id="education">
        

<h2>New features of our membership</h2>


        

<div class="promo-banner">
            <img decoding="async" src="https://cdn.ainative.foundation/uploads/44ba8180-21ff-466a-902f-f35f707126c3.jpeg"
                alt="Linux Foundation Education Promotion - Strive to Thrive in '25" class="banner-image">

        </div>



        

<div class="education-points">
            

<ul>
                

<li><strong>Unlock New Possibilities with Our Latest Features!</strong></li>


                

<li><strong>New Workflow Module: </strong> Enhance your productivity with our newly added workflow module in the membership system.</li>


                

<li><strong>Exclusive Access:</strong> Explore featured and premium automated workflows designed to optimize efficiency.</li>


                

<li><strong>Join & Explore:</strong> Register today to discover powerful solutions that streamline your work and boost performance!</li>


            </ul>


            

<p style="display: inline-block; background: #000; padding: 12px 30px; border-radius: 25px; margin-top: 20px;"><a href="https://member.ainativefoundation.org/aiflow/selection" style="color: #fff!important; text-decoration: none; font-weight: bold;">REGISTER NOW</a></p>


        </div>


    </div>



    

<hr class="section-divider"> --><br />
<!-- 列表文章 --></p>
<div class="kubecon-section" id="news89223573">
<h2>Anthropic releases Claude Opus 4.8 with dynamic workflows and effort control</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260529_c7b990c916c64dabb53c11c70d258e46.png"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>Anthropic released Claude Opus 4.8, an upgraded flagship model with improvements across coding, agentic tasks, reasoning, computer use, knowledge work, and financial analysis. The company says the model is more reliable, more likely to flag uncertainty, and less likely to overstate progress when evidence is limited. In coding evaluations, Opus 4.8 was also less likely to leave flaws in its own code unreported. Anthropic also introduced Dynamic Workflows in Claude Code, allowing Claude to break large tasks into parallel subagents, along with Effort Control for choosing how much reasoning effort the model applies to a task.</p>
<p ><a href="https://www.anthropic.com/news/claude-opus-4-8" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news58646922">
<h2>Anthropic’s Project Glasswing finds 10,000+ serious software vulnerabilities</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260525_gj_img_anthropic.jpg"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>Anthropic announced that Project Glasswing, its collaborative AI cybersecurity initiative launched last month, has discovered more than 10,000 high- or critical-severity vulnerabilities in critical software systems. The project involves approximately 50 partners using the Claude Mythos Preview model to scan critical software infrastructure worldwide. Anthropic noted that progress on software security is now limited by how quickly organizations can verify, disclose, and patch the large numbers of vulnerabilities found by AI rather than by discovery speed.</p>
<p ><a href="https://www.anthropic.com/research/glasswing-initial-update" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news47111692">
<h2>Huawei proposes Tau Scaling Law as a new path beyond Moore’s Law</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/260525_img_ci_huawei.jpg"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>At the 2026 IEEE International Symposium on Circuits and Systems in Shanghai, Huawei&#8217;s He Tingbo presented the Tau Scaling Law as a new principle for guiding semiconductor industry development. The law proposes replacing geometric scaling with time scaling as the guiding principle for semiconductor and electronic system evolution. Based on this principle, Huawei developed technologies like LogicFolding to compress signal propagation delay and improve transistor density. Huawei projects that its high-end chips could reach transistor density equivalent to 1.4nm process by 2031.</p>
<p ><a href="https://www.huawei.com/en/news/2026/5/ieee-iscas-tau-scaling" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news633333">
<h2>Alibaba Qwen3.7-Max ranks second among providers on Code Arena</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260527_cc58e2c77eba4eafa0a3c8218d740a83"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>Alibaba&#8217;s Qwen3.7-Max model achieved a score of 1541 on LMArena&#8217;s Code Arena benchmark, ranking second globally among AI model providers in the reported results. Code Arena evaluates AI coding capabilities through blind testing where models generate complete, interactive web applications from scratch, with results voted on by users. Qwen3.7-Max is designed for agent scenarios and demonstrates significant improvements in programming, agent capabilities, and long-running tasks, supporting up to 35 hours of continuous operation and over 1000 tool calls.</p>
<p ><a href="https://translate.google.com/translate?sl=zh-CN&#038;tl=en&#038;hl=zh-CN&#038;u=https://mp.weixin.qq.com/s/SF7TFfAiHibcnOaGTpOEAw" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news216556">
<h2>OpenAI introduces secure MCP tunnels for private enterprise servers</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260528_img_gi_openai.jpg"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>OpenAI introduced Secure MCP Tunnel, allowing organizations to keep Model Context Protocol servers private within their network while enabling ChatGPT, Codex, and the Responses API to connect through outbound-only HTTPS connections. The tunnel creates an outbound-only connection from hosts inside the organization&#8217;s network to OpenAI-hosted MCP endpoints, eliminating the need to modify inbound firewalls or make MCP servers public. Teams can deploy tunnel clients as Kubernetes sidecars, dedicated deployments, or VM services to facilitate secure access to private MCP servers.</p>
<p ><a href="https://developers.openai.com/api/docs/guides/secure-mcp-tunnels" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news30800">
<h2>ElevenLabs launches Dubbing v2 for expressive translation in 90+ languages</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260529_img_gi_elevenlabs.png"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>ElevenLabs introduced Dubbing v2, a new AI dubbing model that translates content while preserving the original speaker&#8217;s emotion, performance, tone, and delivery across target languages. The model creates automatic voice clones of original speakers and applies them across supported languages without manual setup. Dubbing v2 works from original audio rather than transcripts alone, enabling it to maintain authentic performance characteristics and localize content naturally for native speakers rather than producing literal translations.</p>
<p ><a href="https://elevenlabs.io/dubbing-studio" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider">
<p></body></p>
]]></content:encoded>
					
		
		
			</item>
		<item>
		<title>AI Native Weekly Newsletter: 22 May 2026</title>
		<link>https://ainativefoundation.org/ai-native-weekly-newsletter-22-may-2026/</link>
		
		<dc:creator><![CDATA[AINF]]></dc:creator>
		<pubDate>Fri, 22 May 2026 13:21:41 +0000</pubDate>
				<category><![CDATA[Newsletter]]></category>
		<guid isPermaLink="false">https://ainativefoundation.org/ai-native-weekly-newsletter-22-may-2026/</guid>

					<description><![CDATA[This week, AI moved further into discovery, software, enterprise systems, and creative work. OpenAI said an internal model disproved a longstanding Erdős conjecture in discrete geometry, showing how AI systems may begin contributing to frontier mathematical research. Google introduced Gemini 3.5 Flash as its strongest agentic and coding model yet, while Alibaba unveiled Qwen3.7-Max for long-horizon autonomous agents. Anthropic added self-hosted sandboxes and MCP tunnels to Claude Managed Agents, giving enterprises more control over secure agent execution. xAI launched Grok Build in early beta for coding workflows, and Figma brought an AI design agent directly into the canvas for generation, editing, and design-system-aware iteration.]]></description>
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<div class="intro">
       This week, AI moved further into discovery, software, enterprise systems, and creative work. OpenAI said an internal model disproved a longstanding Erdős conjecture in discrete geometry, showing how AI systems may begin contributing to frontier mathematical research. Google introduced Gemini 3.5 Flash as its strongest agentic and coding model yet, while Alibaba unveiled Qwen3.7-Max for long-horizon autonomous agents. Anthropic added self-hosted sandboxes and MCP tunnels to Claude Managed Agents, giving enterprises more control over secure agent execution. xAI launched Grok Build in early beta for coding workflows, and Figma brought an AI design agent directly into the canvas for generation, editing, and design-system-aware iteration.
    </div>
<div class="contents">
<h2>Contents</h2>
<ul>
            <!-- 

<li><a href="#education">New features of our membership</a></li>

 --></p>
<li>
<a   href="#news33059932">OpenAI Model Disproves 80-Year-Old Erdős Conjecture in Discrete Geometry<br />
</a>
</li>
<li>
<a   href="#news26457718">Google launches Gemini 3.5 Flash as its strongest agentic and coding model yet<br />
</a>
</li>
<li>
<a   href="#news21979928">Alibaba unveils Qwen3.7-Max as a flagship model for AI agents<br />
</a>
</li>
<li>
<a   href="#news21442842">Anthropic adds self-hosted sandboxes and MCP tunnels to Claude Managed Agents<br />
</a>
</li>
<li>
<a   href="#news18266659">xAI launches Grok Build early beta for SuperGrok Heavy subscribers<br />
</a>
</li>
<li>
<a   href="#news397110">Figma launches AI design agent directly inside the design canvas<br />
</a>
</li>
</ul></div>
<p>    <!-- 

<div class="education-section" id="education">
        

<h2>New features of our membership</h2>


        

<div class="promo-banner">
            <img decoding="async" src="https://cdn.ainative.foundation/uploads/44ba8180-21ff-466a-902f-f35f707126c3.jpeg"
                alt="Linux Foundation Education Promotion - Strive to Thrive in '25" class="banner-image">

        </div>



        

<div class="education-points">
            

<ul>
                

<li><strong>Unlock New Possibilities with Our Latest Features!</strong></li>


                

<li><strong>New Workflow Module: </strong> Enhance your productivity with our newly added workflow module in the membership system.</li>


                

<li><strong>Exclusive Access:</strong> Explore featured and premium automated workflows designed to optimize efficiency.</li>


                

<li><strong>Join & Explore:</strong> Register today to discover powerful solutions that streamline your work and boost performance!</li>


            </ul>


            

<p style="display: inline-block; background: #000; padding: 12px 30px; border-radius: 25px; margin-top: 20px;"><a href="https://member.ainativefoundation.org/aiflow/selection" style="color: #fff!important; text-decoration: none; font-weight: bold;">REGISTER NOW</a></p>


        </div>


    </div>



    

<hr class="section-divider"> --><br />
<!-- 列表文章 --></p>
<div class="kubecon-section" id="news33059932">
<h2>OpenAI Model Disproves 80-Year-Old Erdős Conjecture in Discrete Geometry</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260521_5bfbf421fb954d99b8c23b618b8fa9c5.jpg"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>OpenAI announced that an internal general-purpose reasoning model has disproved a longstanding conjecture in the planar unit distance problem, first posed by Paul Erdős in 1946. The model produced an infinite family of point configurations that improves on the square-grid constructions long believed to be essentially optimal. The proof was verified by a group of external mathematicians, including Fields medalist Tim Gowers, and marks the first time AI has autonomously solved a prominent open problem central to a mathematical subfield.</p>
<p ><a href="https://openai.com/index/model-disproves-discrete-geometry-conjecture/" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news26457718">
<h2>Google launches Gemini 3.5 Flash as its strongest agentic and coding model yet</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20250621_gj_img_gemini-3-5.jpg"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>Google introduced Gemini 3.5 Flash on May 19, 2026 at Google I/O, the first model in a new family combining frontier intelligence with action. The model outperforms Gemini 3.1 Pro on coding and agentic benchmarks including Terminal-Bench 2.1 (76.2%), GDPval-AA (1656 Elo), and MCP Atlas (83.6%), while running 4 times faster than other frontier models in output tokens per second. Gemini 3.5 Flash is available via the Gemini app, AI Mode in Google Search, Google Antigravity, the Gemini API in Google AI Studio and Android Studio, Gemini Enterprise Agent Platform, and Gemini Enterprise. Gemini 3.5 Pro is already being used internally and is expected to roll out next month.</p>
<p ><a href="https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-5/" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news21979928">
<h2>Alibaba unveils Qwen3.7-Max as a flagship model for AI agents</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260522_a3f7b2d4e8c14690b5e2f1a9d3c87042.jpg"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>Alibaba’s Qwen team unveiled Qwen3.7-Max, its latest flagship model built for agent-era workloads including coding, office productivity, workflow automation, and long-horizon autonomous tasks. The model is positioned as a versatile agent foundation model that can work across mainstream agent frameworks and sustain complex multi-step execution. In a 35-hour autonomous kernel optimization task, Qwen3.7-Max made more than 1,000 tool calls and demonstrated a 10x speedup over the Triton reference.</p>
<p ><a href="https://qwen.ai/blog?id=qwen3.7" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news21442842">
<h2>Anthropic adds self-hosted sandboxes and MCP tunnels to Claude Managed Agents</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260522_f2c8a1e5b3d74092a6f9e0b7c4d58163.jpg"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>Anthropic announced two new Claude Managed Agents features: self-hosted sandboxes and MCP tunnels. Self-hosted sandboxes, now in public beta, let companies run agent tool execution in their own infrastructure or through providers such as Cloudflare, Daytona, Modal, and Vercel, while Anthropic continues to manage the agent loop. MCP tunnels, in research preview, allow agents to connect to private MCP servers, internal databases, private APIs, knowledge bases, and ticketing systems without exposing them to the public internet.</p>
<p ><a href="https://claude.com/blog/claude-managed-agents-updates" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news18266659">
<h2>xAI launches Grok Build early beta for SuperGrok Heavy subscribers</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260518_3afb883bcecc4f85a46d23239d2ff5ca.jpg"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>xAI launched Grok Build, an early-beta coding agent and command-line interface for professional software engineering and complex coding work. Available first to SuperGrok Heavy subscribers, Grok Build can run from the terminal, support plan-review-approve workflows, show clean diffs, and work with existing project conventions such as AGENTS.md, plugins, hooks, skills, and MCP servers. It also supports parallel subagents for larger tasks and includes a feedback command for beta users.</p>
<p ><a href="https://x.ai/news/grok-build-cli" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news397110">
<h2>Figma launches AI design agent directly inside the design canvas</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260522_7f3a9e2b1d584c06a8f5e7b3c2d91045.jpg"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>Figma launched an AI design agent that works directly inside Figma Design, helping users generate design layers, explore multiple directions, automate bulk edits, apply design systems, and act on feedback without switching tools. The agent can start from design layers, use components, libraries, tokens, variables, and team context, and support tasks such as updating typography, replacing copy and imagery, converting screens to dark mode, and organizing comments into next steps. It is rolling out gradually in beta via early-access requests, with no AI credit usage during beta and availability for Full seat users on Professional, Organization, and Enterprise plans.</p>
<p ><a href="https://www.figma.com/blog/the-figma-agent-is-here/" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider">
<p></body></p>
]]></content:encoded>
					
		
		
			</item>
		<item>
		<title>AI Native Weekly Newsletter: 15 May 2026</title>
		<link>https://ainativefoundation.org/ai-native-weekly-newsletter-15-may-2026/</link>
		
		<dc:creator><![CDATA[AINF]]></dc:creator>
		<pubDate>Thu, 14 May 2026 18:02:59 +0000</pubDate>
				<category><![CDATA[Newsletter]]></category>
		<guid isPermaLink="false">https://ainativefoundation.org/ai-native-weekly-newsletter-15-may-2026/</guid>

					<description><![CDATA[This week's AI landscape spans compute, voice, productivity, mobile, and cybersecurity. Anthropic secured access to SpaceX's Colossus 1 data center — over 220,000 NVIDIA GPUs — to expand capacity for Claude users. Claude is now generally available inside Microsoft 365, carrying context across Excel, Word, PowerPoint, and Outlook. OpenAI launched GPT-Realtime-2, its first voice model with GPT-5-class reasoning. Google introduced Gemini Intelligence for Android with proactive, multi-step task automation. And OpenAI launched Daybreak, a new initiative to embed AI-powered cyber defense into the software development cycle.]]></description>
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<p><body></p>
<div class="intro">
       This week&#8217;s AI landscape spans compute, voice, productivity, mobile, and cybersecurity. Anthropic secured access to SpaceX&#8217;s Colossus 1 data center — over 220,000 NVIDIA GPUs — to expand capacity for Claude users. Claude is now generally available inside Microsoft 365, carrying context across Excel, Word, PowerPoint, and Outlook. OpenAI launched GPT-Realtime-2, its first voice model with GPT-5-class reasoning. Google introduced Gemini Intelligence for Android with proactive, multi-step task automation. And OpenAI launched Daybreak, a new initiative to embed AI-powered cyber defense into the software development cycle.
    </div>
<div class="contents">
<h2>Contents</h2>
<ul>
            <!-- 

<li><a href="#education">New features of our membership</a></li>

 --></p>
<li>
<a   href="#news20301967">Anthropic Partners with SpaceX for Access to Colossus 1 and 220,000+ NVIDIA GPUs<br />
</a>
</li>
<li>
<a   href="#news5060973">Anthropic publishes research paper Teaching Claude why showing elimination of blackmail behavior in Claude models<br />
</a>
</li>
<li>
<a   href="#news3988892">OpenAI releases GPT-Realtime-2 voice model with GPT-5-class reasoning capabilities<br />
</a>
</li>
<li>
<a   href="#news3662499">Anthropic launches Claude for Microsoft 365 with general availability for Excel, PowerPoint, and Word, public beta for Outlook<br />
</a>
</li>
<li>
<a   href="#news2636560">Google introduces Gemini Intelligence at Android Show 2026 with proactive AI features for Android devices<br />
</a>
</li>
<li>
<a   href="#news1334032">OpenAI launches Daybreak cybersecurity initiative combining AI models and Codex for vulnerability detection<br />
</a>
</li>
</ul></div>
<p>    <!-- 

<div class="education-section" id="education">
        

<h2>New features of our membership</h2>


        

<div class="promo-banner">
            <img decoding="async" src="https://cdn.ainative.foundation/uploads/44ba8180-21ff-466a-902f-f35f707126c3.jpeg"
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<ul>
                

<li><strong>Unlock New Possibilities with Our Latest Features!</strong></li>


                

<li><strong>New Workflow Module: </strong> Enhance your productivity with our newly added workflow module in the membership system.</li>


                

<li><strong>Exclusive Access:</strong> Explore featured and premium automated workflows designed to optimize efficiency.</li>


                

<li><strong>Join & Explore:</strong> Register today to discover powerful solutions that streamline your work and boost performance!</li>


            </ul>


            

<p style="display: inline-block; background: #000; padding: 12px 30px; border-radius: 25px; margin-top: 20px;"><a href="https://member.ainativefoundation.org/aiflow/selection" style="color: #fff!important; text-decoration: none; font-weight: bold;">REGISTER NOW</a></p>


        </div>


    </div>



    

<hr class="section-divider"> --><br />
<!-- 列表文章 --></p>
<div class="kubecon-section" id="news20301967">
<h2>Anthropic Partners with SpaceX for Access to Colossus 1 and 220,000+ NVIDIA GPUs</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260507_gi_claude2.webp"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>Anthropic announced a partnership with SpaceX to use all compute capacity at the Colossus 1 data center in Memphis, providing access to more than 300 megawatts of capacity and over 220,000 NVIDIA GPUs within the month. The additional compute resources will directly improve capacity for Claude Pro and Claude Max subscribers and enable the company to increase usage limits for Claude Code and the Claude API. As part of the agreement, the companies also expressed interest in developing multiple gigawatts of orbital AI compute capacity.</p>
<p ><a href="https://www.anthropic.com/news/higher-limits-spacex" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news5060973">
<h2>Anthropic publishes research paper Teaching Claude why showing elimination of blackmail behavior in Claude models</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260509_gi_anthropic.webp"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>Anthropic publishes research paper Teaching Claude why showing elimination of blackmail behavior in Claude models. The company achieved near-zero blackmail rates with Claude Sonnet 4.5, and perfect zero rates across all other models in the same generation and beyond — including Haiku 4.5, Opus 4.5, and later releases — down from up to 96% in Claude Opus 4. The breakthrough came through training Claude on constitutional documents explaining its values and principles, combined with fictional stories of aligned AI behavior, rather than just showing examples of safe behavior in similar scenarios.</p>
<p ><a href="https://www.anthropic.com/research/teaching-claude-why" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news3988892">
<h2>OpenAI releases GPT-Realtime-2 voice model with GPT-5-class reasoning capabilities</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260509_86e22c56ca48479e8cc3acac78765762.jpg"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>OpenAI announced three new audio models available through its API: GPT-Realtime-2, GPT-Realtime-Translate, and GPT-Realtime-Whisper. GPT-Realtime-2 is the company&#8217;s first voice model with GPT-5-class reasoning that can handle complex requests, manage interruptions, and maintain natural conversations in real-time. The model features an expanded 128K token context window and shows significant performance improvements on audio intelligence benchmarks. All three models are now available to developers through the Realtime API with specific pricing for each model.</p>
<p ><a href="https://openai.com/index/advancing-voice-intelligence-with-new-models-in-the-api/" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news3662499">
<h2>Anthropic launches Claude for Microsoft 365 with general availability for Excel, PowerPoint, and Word, public beta for Outlook</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260509_23148366e79e4e81a3d9c35acfd0e122.jpg"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>Anthropic announced that Claude for Excel, PowerPoint, and Word are now generally available on all paid Claude plans, while Claude for Outlook has entered public beta. The integration allows Claude to maintain context across all Microsoft 365 applications, enabling users to work seamlessly between apps without copying and pasting information. Claude can analyze and edit Excel workbooks, build PowerPoint presentations using existing templates, draft and review Word documents with tracked changes, and manage Outlook email triage and scheduling. The service is available through Claude accounts or existing cloud provider credentials via Amazon Bedrock, Google Cloud Vertex AI, or Microsoft Foundry.</p>
<p ><a href="https://claude.com/claude-for-microsoft-365" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news2636560">
<h2>Google introduces Gemini Intelligence at Android Show 2026 with proactive AI features for Android devices</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260514_4532bf3e91bd4ad4a6a96bc6594fb451.jpg"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>Google introduces Gemini Intelligence for Android with proactive AI features. Google announced Gemini Intelligence, introducing proactive AI features that integrate premium hardware and innovative software to help users stay productive throughout their day. The new intelligence system will automate complex multi-step tasks, simplify form filling, and includes features like Rambler for polishing spoken messages and the ability to build custom widgets using natural language. Gemini Intelligence will initially roll out on the latest Samsung Galaxy and Google Pixel phones this summer, with broader availability across other Android devices including watches, cars, glasses and laptops later in 2026.</p>
<p ><a href="https://blog.google/products-and-platforms/platforms/android/gemini-intelligence/" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news1334032">
<h2>OpenAI launches Daybreak cybersecurity initiative combining AI models and Codex for vulnerability detection</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260512_57f867072ca848b8883864a45274731e.jpg"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>OpenAI launches Daybreak cybersecurity initiative combining AI models and Codex for vulnerability detection. OpenAI announced Daybreak, a cybersecurity initiative that combines OpenAI models with Codex as an agentic harness to help accelerate cyber defense and make software resilient by design. The platform brings secure code review, threat modeling, patch validation, dependency risk analysis, and remediation guidance into the everyday development loop. Daybreak works with industry and government partners and plans to deploy increasingly capable cyber-focused models as part of an iterative deployment approach.</p>
<p ><a href="https://openai.com/daybreak/" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider">
<p></body></p>
]]></content:encoded>
					
		
		
			</item>
		<item>
		<title>AI Native Weekly Newsletter: 12 May 2026</title>
		<link>https://ainativefoundation.org/ai-native-weekly-newsletter-12-may-2026/</link>
		
		<dc:creator><![CDATA[AINF]]></dc:creator>
		<pubDate>Tue, 12 May 2026 07:43:12 +0000</pubDate>
				<category><![CDATA[Newsletter]]></category>
		<guid isPermaLink="false">https://ainativefoundation.org/ai-native-weekly-newsletter-12-may-2026/</guid>

					<description><![CDATA[This week delivers significant advancements in AI technology, highlighting partnerships and innovations set to redefine the industry's landscape. Anthropic's collaboration with SpaceX promises immense compute power via the Colossus 1 data center, enhancing its Claude services. Meanwhile, xAI's release of the Grok 4.3 API introduces a substantial leap in AI model capability with a 1 million token context window, alongside cost reductions. In parallel, Anthropic delivers targeted financial service solutions through new Claude agent templates. OpenAI's GPT-5.5 Instant debuts as the upgraded ChatGPT model, boasting fewer hallucinations and enhanced personalization. These breakthroughs mark pivotal shifts in AI compute capacity, model advancement, and sector adoption, setting a robust foundation for future innovations. Stay informed on these transformative updates and their implications for the AI landscape.]]></description>
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<p><body></p>
<div class="intro">
       This week delivers significant advancements in AI technology, highlighting partnerships and innovations set to redefine the industry&#8217;s landscape. Anthropic&#8217;s collaboration with SpaceX promises immense compute power via the Colossus 1 data center, enhancing its Claude services. Meanwhile, xAI&#8217;s release of the Grok 4.3 API introduces a substantial leap in AI model capability with a 1 million token context window, alongside cost reductions. In parallel, Anthropic delivers targeted financial service solutions through new Claude agent templates. OpenAI&#8217;s GPT-5.5 Instant debuts as the upgraded ChatGPT model, boasting fewer hallucinations and enhanced personalization. These breakthroughs mark pivotal shifts in AI compute capacity, model advancement, and sector adoption, setting a robust foundation for future innovations. Stay informed on these transformative updates and their implications for the AI landscape.
    </div>
<div class="contents">
<h2>Contents</h2>
<ul>
            <!-- 

<li><a href="#education">New features of our membership</a></li>

 --></p>
<li>
<a   href="#news20301967">Anthropic partners with SpaceX to access Colossus 1 data center with over 220,000 NVIDIA GPUs<br />
</a>
</li>
<li>
<a   href="#news15442159">xAI releases Grok 4.3 API with 1 million token context window and 40% price reduction<br />
</a>
</li>
<li>
<a   href="#news6812237">Anthropic releases 10 Claude agent templates for financial services tasks<br />
</a>
</li>
<li>
<a   href="#news1018647">OpenAI releases GPT-5.5 Instant as new default ChatGPT model with improved accuracy and personalization features<br />
</a>
</li>
</ul></div>
<p>    <!-- 

<div class="education-section" id="education">
        

<h2>New features of our membership</h2>


        

<div class="promo-banner">
            <img decoding="async" src="https://cdn.ainative.foundation/uploads/44ba8180-21ff-466a-902f-f35f707126c3.jpeg"
                alt="Linux Foundation Education Promotion - Strive to Thrive in '25" class="banner-image">

        </div>



        

<div class="education-points">
            

<ul>
                

<li><strong>Unlock New Possibilities with Our Latest Features!</strong></li>


                

<li><strong>New Workflow Module: </strong> Enhance your productivity with our newly added workflow module in the membership system.</li>


                

<li><strong>Exclusive Access:</strong> Explore featured and premium automated workflows designed to optimize efficiency.</li>


                

<li><strong>Join & Explore:</strong> Register today to discover powerful solutions that streamline your work and boost performance!</li>


            </ul>


            

<p style="display: inline-block; background: #000; padding: 12px 30px; border-radius: 25px; margin-top: 20px;"><a href="https://member.ainativefoundation.org/aiflow/selection" style="color: #fff!important; text-decoration: none; font-weight: bold;">REGISTER NOW</a></p>


        </div>


    </div>



    

<hr class="section-divider"> --><br />
<!-- 列表文章 --></p>
<div class="kubecon-section" id="news20301967">
<h2>Anthropic partners with SpaceX to access Colossus 1 data center with over 220,000 NVIDIA GPUs</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260507_gi_claude2.webp"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>Anthropic announced a partnership with SpaceX to use all compute capacity at the Colossus 1 data center in Memphis, providing access to more than 300 megawatts of capacity and over 220,000 NVIDIA GPUs within the month. The additional compute resources will directly improve capacity for Claude Pro and Claude Max subscribers and enable the company to increase usage limits for Claude Code and the Claude API. As part of the agreement, the companies also expressed interest in developing multiple gigawatts of orbital AI compute capacity.</p>
<p ><a href="https://www.anthropic.com/news/higher-limits-spacex" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news15442159">
<h2>xAI releases Grok 4.3 API with 1 million token context window and 40% price reduction</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260506_e94f87c6b7ca49409a54a26e15799d3a.jpg"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>xAI launched Grok 4.3, its fastest and most intelligent AI model to date, through the official API. The model features a 1 million token context window, native video input support, and significantly reduced pricing at $1.25 per million input tokens and $2.50 per million output tokens. Grok 4.3 achieved top rankings on Artificial Analysis leaderboards for agentic tool calling and instruction following, with ValsAI ranking it #1 in enterprise domains like case law and corporate finance. The model includes always-on reasoning capabilities and is accessible through xAI&#8217;s API, Vercel AI Gateway, and OpenRouter platforms.</p>
<p ><a href="https://docs.x.ai/developers/models" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news6812237">
<h2>Anthropic releases 10 Claude agent templates for financial services tasks</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260506_f56fd2de76ef4a699509ab4f7b253be9.jpg"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>Anthropic launched 10 ready-to-run agent templates for financial services firms targeting time-consuming tasks such as building pitchbooks, screening KYC files, conducting valuation reviews, and closing books at month-end. The templates are available as plugins in Claude Cowork and Claude Code or as cookbooks for Claude Managed Agents. The company also announced new integrations with Microsoft 365 applications including Excel, PowerPoint, and Word through add-ins, allowing context to carry automatically between applications.</p>
<p ><a href="https://www.anthropic.com/news/finance-agents" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news1018647">
<h2>OpenAI releases GPT-5.5 Instant as new default ChatGPT model with improved accuracy and personalization features</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260506_f3844fb6a2014a30b890a4a96230ca40.jpg"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>OpenAI released GPT-5.5 Instant as the new default model for ChatGPT, replacing GPT-5.3 Instant. The model reduces hallucination by 52.5% in high-stakes areas like medicine, law, and finance while maintaining low latency. GPT-5.5 Instant also includes enhanced personalization features that draw on past conversations, files, and Gmail to provide more contextual responses, with memory sources visible to users for transparency.</p>
<p ><a href="https://openai.com/index/gpt-5-5-instant/" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider">
<p></body></p>
]]></content:encoded>
					
		
		
			</item>
		<item>
		<title>AI Native Weekly Newsletter: 30 April 2026</title>
		<link>https://ainativefoundation.org/ai-native-weekly-newsletter-30-april-2026/</link>
		
		<dc:creator><![CDATA[AINF]]></dc:creator>
		<pubDate>Thu, 30 Apr 2026 09:20:44 +0000</pubDate>
				<category><![CDATA[Newsletter]]></category>
		<guid isPermaLink="false">https://ainativefoundation.org/ai-native-weekly-newsletter-30-april-2026/</guid>

					<description><![CDATA[This week in AI and tech, Anthropic's nine Claude connectors transform creative apps like Adobe and Blender through seamless natural language control. OpenAI's GPT-5.5 enhances complex workflows with advanced efficiency. DeepSeek's V4 models boast a competitive 1M token context length. GitHub shifts Copilot to a usage-based billing model, introducing AI Credits. Microsoft's Agent Mode for Outlook Copilot usher in proactive inbox management. Xiaomi open-sources MiMo-V2.5 with unparalleled integration and launches a 100 trillion token initiative, boosting AI accessibility. Explore these advancements to stay ahead in AI's evolution.]]></description>
										<content:encoded><![CDATA[<p><head></p>
<style>
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<div class="intro">
       This week in AI and tech, Anthropic&#8217;s nine Claude connectors transform creative apps like Adobe and Blender through seamless natural language control. OpenAI&#8217;s GPT-5.5 enhances complex workflows with advanced efficiency. DeepSeek&#8217;s V4 models boast a competitive 1M token context length. GitHub shifts Copilot to a usage-based billing model, introducing AI Credits. Microsoft&#8217;s Agent Mode for Outlook Copilot usher in proactive inbox management. Xiaomi open-sources MiMo-V2.5 with unparalleled integration and launches a 100 trillion token initiative, boosting AI accessibility. Explore these advancements to stay ahead in AI&#8217;s evolution.
    </div>
<div class="contents">
<h2>Contents</h2>
<ul>
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<a   href="#news13110347">Anthropic releases nine Claude connectors for creative applications including Blender, Adobe, and Ableton<br />
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<a   href="#news12705821">OpenAI Releases GPT-5.5 with Enhanced Coding, Computer Use, and Research Capabilities<br />
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<a   href="#news9306868">DeepSeek Releases Open-Source V4 Preview Models with 1M Context Length, Rivaling Top Closed-Source Models<br />
</a>
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<a   href="#news2089871">GitHub Copilot transitions to usage-based billing model starting June 1, 2026<br />
</a>
</li>
<li>
<a   href="#news2008889">Microsoft launches Agent Mode for Copilot in Outlook with inbox and calendar management<br />
</a>
</li>
<li>
<a   href="#news666000">Xiaomi open-sources MiMo-V2.5 series models under MIT license and launches Orbit 100 trillion token initiative<br />
</a>
</li>
</ul></div>
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<hr class="section-divider"> --><br />
<!-- 列表文章 --></p>
<div class="kubecon-section" id="news13110347">
<h2>Anthropic releases nine Claude connectors for creative applications including Blender, Adobe, and Ableton</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260430_37adbe04ed6944b98901f978c58bd35e.jpg"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
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</p></div>
<div class="event-description">
<p>Anthropic has released nine connectors that allow Claude to integrate directly with creative software including Adobe Creative Cloud apps, Blender, Autodesk Fusion, Ableton Live, SketchUp, and others. The connectors enable users to control creative tools through natural language conversations with Claude, automating tasks like scene debugging in Blender, batch image processing in Adobe apps, and music production workflows in Ableton. Anthropic has also joined the Blender Development Fund as a patron to support ongoing development of the Python API that makes these integrations possible.</p>
<p ><a href="https://www.anthropic.com/news/claude-for-creative-work" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
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<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news12705821">
<h2>OpenAI Releases GPT-5.5 with Enhanced Coding, Computer Use, and Research Capabilities</h2>
<div class="event-banner">
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<p>OpenAI released GPT-5.5, its latest AI model designed for complex multi-step workflows including agentic coding, computer use, and scientific research. In Codex, the model enables browser automation — interacting with web apps, clicking through pages, capturing screenshots, and iterating until tasks are completed. OpenAI states it maintains the same speed as GPT-5.4 while delivering improved intelligence and token efficiency. The model is rolling out to Plus, Pro, Business, and Enterprise users in ChatGPT and Codex, with API access coming soon.</p>
<p ><a href="https://openai.com/index/introducing-gpt-5-5/" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
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<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news9306868">
<h2>DeepSeek Releases Open-Source V4 Preview Models with 1M Context Length, Rivaling Top Closed-Source Models</h2>
<div class="event-banner">
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<p>On April 24, 2026, DeepSeek released preview versions of its V4 open-source AI models, including V4-Pro (1.6T total / 49B active parameters) and V4-Flash (284B total / 13B active parameters). Both models support a 1 million token context length and are available via the company&#8217;s API and chat interface. The models are designed to rival leading closed-source models in performance while remaining cost-effective and openly accessible to developers. DeepSeek has since reduced input cache pricing to 1/10th of the original price across its entire API series, with a 75% discount on V4-Pro running until May 31, 2026.</p>
<p ><a href="https://api-docs.deepseek.com/news/news260424" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news2089871">
<h2>GitHub Copilot transitions to usage-based billing model starting June 1, 2026</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260428_gi_github.webp"
                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
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</p></div>
<div class="event-description">
<p>GitHub announced all Copilot plans will transition to usage-based billing on June 1, 2026, replacing premium request units with GitHub AI Credits based on token consumption. Base subscription prices remain unchanged, with monthly plans including AI Credits equivalent to their subscription cost. A preview billing experience launches in early May to help users understand projected costs before the transition takes effect.</p>
<p ><a href="https://github.blog/news-insights/company-news/github-copilot-is-moving-to-usage-based-billing/" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news2008889">
<h2>Microsoft launches Agent Mode for Copilot in Outlook with inbox and calendar management</h2>
<div class="event-banner">
<div class="event-graphics">
            <img decoding="async" src="https://cdn.ainative.foundation/image/20260428_cd21b79a73af48dab6e4554a659f9ad5.jpg"
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        </div>
</p></div>
<div class="event-description">
<p>Microsoft launched Agent Mode for Copilot in Outlook through the Frontier program beginning April 27. The new agentic capabilities enable Copilot to autonomously triage emails, reschedule meetings, manage calendar conflicts, and surface priority items before users ask. Agent Mode represents a shift from reactive assistance to proactive inbox and calendar management across Outlook for Windows and web.</p>
<p ><a href="https://techcommunity.microsoft.com/blog/outlook/copilot-in-outlook-new-agentic-experiences-for-email-and-calendar/4514601" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
<hr class="section-divider"><!-- 列表文章 --></p>
<div class="kubecon-section" id="news666000">
<h2>Xiaomi open-sources MiMo-V2.5 series models under MIT license and launches Orbit 100 trillion token initiative</h2>
<div class="event-banner">
<div class="event-graphics">
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                alt="KubeCon + CloudNativeCon Europe 2025 London" class="event-image">
        </div>
</p></div>
<div class="event-description">
<p>Xiaomi has officially open-sourced its MiMo-V2.5 series AI models under the permissive MIT license, allowing commercial use, inference deployment, and secondary training without additional authorization. The series includes MiMo-V2.5-Pro, optimized for Agent and coding tasks with 1 million token context window and ranked first among open-source models on GDPVal-AA and ClawEval benchmarks, and MiMo-V2.5, a native multimodal model supporting text, image, video, and audio understanding. Alongside the open-source release, Xiaomi launched the MiMo Orbit initiative, which includes a 100 trillion token giveaway program for AI builders over 30 days and an Agent ecosystem co-building program offering free token support for Agent framework teams. The models have achieved day-zero integration with multiple chip vendors including Alibaba Pingtouge, AWS Trainium, AMD, Baidu Kunlun, and inference frameworks SGLang and vLLM.</p>
<p ><a href="https://mp.weixin.qq.com/s/CX0mcpaE_sCTKxRBzebMvQ" style="color: #15c!important; text-decoration: none; font-weight: bold;border-bottom:2px solid;">Read More ⟶</a></p>
</p></div>
</div>
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]]></content:encoded>
					
		
		
			</item>
		<item>
		<title>What OpenAI&#8217;s New Policy Means for Our Future</title>
		<link>https://ainativefoundation.org/what-openais-new-policy-means-for-our-future/</link>
		
		<dc:creator><![CDATA[AINF]]></dc:creator>
		<pubDate>Tue, 14 Apr 2026 07:23:04 +0000</pubDate>
				<category><![CDATA[The Selection]]></category>
		<category><![CDATA[AI]]></category>
		<category><![CDATA[AI Native]]></category>
		<category><![CDATA[OpenAI]]></category>
		<guid isPermaLink="false">https://ainativefoundation.org/?p=9266</guid>

					<description><![CDATA[[David’s Note] This week, OpenAI released a seminal and deeply pragmatic report titled Industrial Policy for the Intelligence Age: Ideas to Keep [&#8230;]]]></description>
										<content:encoded><![CDATA[
<blockquote class="wp-block-quote is-layout-flow wp-block-quote-is-layout-flow">
<p class="wp-block-paragraph"><strong>[David’s Note]</strong></p>



<p class="has-text-align-left wp-block-paragraph">This week, OpenAI released a seminal and deeply pragmatic report titled <em>Industrial Policy for the Intelligence Age: Ideas to Keep People First</em> (published April 2026). As AI systems transition rapidly from narrow tasks to &#8220;Superintelligence&#8221;—AI that outperforms the brightest humans even when assisted—we find ourselves at a historic crossroads.</p>



<p class="has-text-align-left wp-block-paragraph">What makes this report profound is its shift away from technical benchmarks toward the &#8220;deep water&#8221; of social contracts. In a future where machine capability explodes exponentially, what happens to our jobs, tax systems, and social safety nets? OpenAI presents a bold blueprint for policymakers, featuring radical proposals such as a &#8220;Public Wealth Fund,&#8221; a &#8220;four-day working week,&#8221; and &#8220;containment playbooks&#8221; for dangerous models. This is more than a tech giant’s lobbying effort; it is a survival manual for a society facing the tide of superintelligence.</p>
</blockquote>



<hr class="wp-block-separator has-alpha-channel-opacity"/>



<h2 class="wp-block-heading"><strong>Core Insights &amp; Key Takeaways</strong></h2>



<p class="wp-block-paragraph">The report asserts that the transition to superintelligence has already begun. While it promises a leap in productivity, it also presents unprecedented economic disruption and security risks. To ensure these benefits are shared and not monopolised, OpenAI proposes a new &#8220;Industrial Policy&#8221; built on two pillars:</p>



<h4 class="wp-block-heading"><strong>1. Building an Open Economy with Shared Prosperity</strong></h4>



<ul class="wp-block-list">
<li><strong>The &#8220;Right to AI&#8221;:</strong> Access to AI should be viewed as a fundamental utility, akin to global literacy or electricity. The report calls for free or low-cost access to foundational models to ensure workers, small businesses, and underserved communities are not excluded from the new economy.</li>



<li><strong>Public Wealth Funds &amp; Tax Reform:</strong> As AI reshapes production, capital gains may surge while labour income declines, threatening the funding of social programmes. The report suggests rebalancing the tax base toward capital-based revenues and establishing a &#8220;Public Wealth Fund&#8221; to give every citizen a direct stake in AI-driven growth.</li>



<li><strong>The &#8220;Efficiency Dividend&#8221; &amp; a Four-Day Week:</strong> Productivity gains should be converted into tangible benefits for workers. The report encourages piloting a 32-hour, four-day working week with no loss in pay, alongside increased employer contributions to healthcare and pensions.</li>



<li><strong>Expanding the &#8220;Care Economy&#8221;:</strong> To absorb displaced workers, the report advocates for heavy investment in human-centred sectors like childcare, elderly care, and education—fields where human connection remains irreplaceable.</li>
</ul>



<h4 class="wp-block-heading"><strong>2. Building a Resilient Society</strong></h4>



<ul class="wp-block-list">
<li><strong>The &#8220;AI Trust Stack&#8221;:</strong> OpenAI proposes developing standards for provenance and verification to help people verify AI-generated content and actions. This creates a foundation for accountability when harm occurs.</li>



<li><strong>Containment Playbooks for Rogue Models:</strong> For scenarios where dangerous systems cannot be easily recalled—due to leaked model weights or autonomous replication—the report calls for pre-tested &#8220;containment playbooks&#8221; to limit harm and coordinate global responses.</li>



<li><strong>Global Auditing &amp; Information Sharing:</strong> The report suggests strengthening auditing standards for the most advanced models without stifling the startup ecosystem. It also envisions a global network of AI Institutes to share safety findings and coordinate during crises.</li>
</ul>



<hr class="wp-block-separator has-alpha-channel-opacity"/>



<h2 class="wp-block-heading"><strong>Ethical AI Commentary</strong></h2>



<p class="wp-block-paragraph">OpenAI’s <em>Industrial Policy</em> offers a rare, macro-level vision within the realm of AI ethics. Historically, Silicon Valley narratives have often defaulted to &#8220;technological solutionism.&#8221; This report, however, correctly identifies the structural crises of superintelligence: the risk of extreme wealth concentration, the erosion of human agency, and the shifting balance of power. The concepts of a &#8220;Public Wealth Fund&#8221; and a &#8220;Right to AI&#8221; are commendable attempts to bake <strong>distributive justice</strong> into the intelligence age.</p>



<p class="wp-block-paragraph">However, from a critical ethical perspective, we must remain vigilant:</p>



<p class="wp-block-paragraph"><strong>1. The Risk of Regulatory Capture:</strong> While the report claims to oppose &#8220;entrenching incumbents,&#8221; a policy framework designed by the world’s leading AI developer carries inherent conflicts of interest. Proposals to limit strict auditing to only &#8220;a small number of companies&#8221; could inadvertently create a moat that stifles open-source innovation and smaller competitors.</p>



<p class="wp-block-paragraph"><strong>2. The Challenge of Representative Alignment:</strong> OpenAI calls for &#8220;democratic input&#8221; to define AI values. Yet, in a global context, how do we ensure this input is truly inclusive across different cultures and socio-economic classes? Without a binding international legal framework, &#8220;democratic alignment&#8221; risks becoming a mirror for the values of a technical elite.</p>



<p class="wp-block-paragraph"><strong>3. Power Checks on Superintelligence:</strong> True ethical AI requires more than a social safety net; it requires robust checks on those who hold the &#8220;kill switch.&#8221; The transfer of AI dividends to the public cannot rely on corporate altruism or &#8220;mission-aligned&#8221; board structures alone; it must be anchored in enforceable, global law.</p>



<ol start="1" class="wp-block-list"></ol>



<p class="wp-block-paragraph">As the report suggests, the conversation is only just beginning. Ensuring the age of superintelligence remains &#8220;human-first&#8221; will require the world to do more than just listen—it will require us to actively contest and define the future we want to inhabit.</p>



<hr class="wp-block-separator has-alpha-channel-opacity"/>



<p class="wp-block-paragraph"><strong>Original Source: </strong><a href="https://cdn.openai.com/pdf/561e7512-253e-424b-9734-ef4098440601/Industrial%20Policy%20for%20the%20Intelligence%20Age.pdf"><em>Industrial Policy for the Intelligence Age: Ideas to Keep People First</em></a></p>
]]></content:encoded>
					
		
		
			</item>
		<item>
		<title>How AI-Native Cities Run Like Software</title>
		<link>https://ainativefoundation.org/how-ai-native-cities-run-like-software/</link>
		
		<dc:creator><![CDATA[AINF]]></dc:creator>
		<pubDate>Sat, 28 Mar 2026 13:54:43 +0000</pubDate>
				<category><![CDATA[The Selection]]></category>
		<category><![CDATA[AI]]></category>
		<category><![CDATA[AI Infrastructure]]></category>
		<category><![CDATA[AI Native]]></category>
		<category><![CDATA[McKinsey & Company]]></category>
		<guid isPermaLink="false">https://ainativefoundation.org/?p=9193</guid>

					<description><![CDATA[[David’s Note] For over a decade, the &#8220;smart city&#8221; has been a buzzword in urban development, yet in practice, it often merely [&#8230;]]]></description>
										<content:encoded><![CDATA[
<blockquote class="wp-block-quote is-layout-flow wp-block-quote-is-layout-flow">
<p class="wp-block-paragraph"><strong><strong>[David’s Note]</strong></strong></p>



<p class="wp-block-paragraph">For over a decade, the &#8220;smart city&#8221; has been a buzzword in urban development, yet in practice, it often merely amounts to &#8220;data visualisation&#8221;. Behind those visually impressive data dashboards, day-to-day operations still rely on inefficient human approvals, inter-departmental buck-passing, and protracted budget cycles. This week, we bring you our curated selection of McKinsey &amp; Company&#8217;s latest heavyweight, cutting-edge report: <em>How AI-native public infrastructure changes how cities operate</em>.</p>



<p class="wp-block-paragraph">The report hits the nail on the head: the true revolution lies not in the sheer number of added Internet of Things (IoT) devices, but in <strong>where &#8220;intelligence&#8221; is situated within the system</strong>. As urban infrastructure crosses into the &#8220;AI-native&#8221; era, the city will cease to be a sluggish bureaucracy. Instead, it will transform into a colossal, distributed computing platform, equipped with millisecond-level autonomous, closed-loop capabilities of &#8220;perception, decision, and execution&#8221;. This article will fundamentally overturn your traditional understanding of urban governance.</p>
</blockquote>



<hr class="wp-block-separator has-alpha-channel-opacity"/>



<h2 class="wp-block-heading"><strong>▍ Core Insights &amp; Key Takeaways at a Glance</strong></h2>



<h4 class="wp-block-heading"><strong>1. A Core Paradigm Shift: From &#8220;Observation and Reporting&#8221; to &#8220;Decision and Execution&#8221;</strong></h4>



<p class="wp-block-paragraph">Traditional smart city technology stops at the &#8220;observation&#8221; level: systems identify problems, and humans solve them. In contrast, the &#8220;AI-native city&#8221; achieves a fundamental structural leap—within explicit policy and regulatory guardrails, the system begins to autonomously make decisions and execute them. The urban control loop shifts from monthly reviews to &#8220;millisecond-level&#8221; continuous execution. The city begins to behave much like modern software: versioned, observable, testable, and capable of autonomous operation.</p>



<h4 class="wp-block-heading"><strong>2. Redefining the Five Key Characteristics of an AI-Native City</strong></h4>



<ul class="wp-block-list">
<li><strong>Operating like a distributed computing system:</strong> Bidding farewell to rigid, siloed, monolithic systems. Subsystems like transport, power, and water management operate independently yet coordinate seamlessly, much like &#8220;microservices&#8221; in a cloud architecture. Localised failures (e.g., congestion on a specific road) are automatically isolated and dynamically rerouted by the system, rather than triggering city-wide paralysis.</li>



<li><strong>High-resolution sensing as the &#8220;urban nervous system&#8221;:</strong> Shifting from periodic manual inspections to high-density continuous perception via edge computing. The system can proactively identify stress signals in physical assets before a water pipe bursts or a transformer fails, transforming &#8220;reactive maintenance&#8221; into &#8220;predictive maintenance&#8221;.</li>



<li><strong>Real-time data fabric replacing static dashboards:</strong> Data is no longer a dead report for post-event analysis, but a live signal that triggers immediate action. Governance models shift from asking, &#8220;What went wrong last month?&#8221; to &#8220;What is changing right now, and how should the system automatically respond?&#8221;</li>



<li><strong>Digital twins upgraded to &#8220;real-time operational consoles&#8221;:</strong> Digital twins are no longer merely 3D visual models, but operational stress-testing tools. Before taking action in the physical world, the system can simulate responses to torrential rain or sudden crowd surges in a virtual environment, automatically executing the optimal solution via control interfaces once found.</li>



<li><strong>AI transitioning from &#8220;providing recommendations&#8221; to &#8220;direct execution&#8221;:</strong> Within predefined safety thresholds, reinforcement learning models directly take over traffic light coordination, power grid routing, or waste collection routes. Meanwhile, generative AI fully automates the approval of routine administrative permits, allowing civil servants to focus solely on handling exceptional edge cases.</li>
</ul>



<h4 class="wp-block-heading"><strong>3. Evolutionary Pathways and Underlying Foundations</strong></h4>



<p class="wp-block-paragraph">The report forecasts that the urban transition will unfold across three phases: awareness, predictive control, and ultimately, <strong>conditional autonomy</strong>. To achieve this, cities must build entirely new foundational capabilities, including a unified API backbone, edge computing near assets, event-stream architectures, and machine learning (ML) governance mechanisms to prevent model drift and algorithmic bias.</p>



<hr class="wp-block-separator has-alpha-channel-opacity"/>



<h2 class="wp-block-heading"><strong>▍ </strong><strong><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4a1.png" alt="💡" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Editor&#8217;s Deep Dive: An Ethical AI Perspective</strong></h2>



<p class="wp-block-paragraph">Towards the end of the report, McKinsey wisely notes: in domains with high normative, political, or ethical stakes—such as policing, welfare eligibility, and urban planning—AI must solely augment human judgement (human-in-the-loop) and never entirely replace it.</p>



<p class="has-text-align-left wp-block-paragraph">From the perspective of Ethical AI, the &#8220;software-ification&#8221; and &#8220;hyper-automation&#8221; of urban infrastructure is a double-edged sword. We must remain vigilant regarding three major potential risks:</p>



<ul class="wp-block-list">
<li><strong>Algorithmic Bias and Spatial Justice:</strong> When AI assumes full control of traffic light coordination or power grid load balancing, what is the underlying &#8220;objective function&#8221; being optimised? If, in order to ease congestion on major thoroughfares, the algorithm automatically diverts traffic, noise, and exhaust fumes towards marginalised communities in lower-income areas, this fully automated &#8220;efficiency enhancement&#8221; is essentially exacerbating social inequality systematically. AI-native cities require not only an &#8220;API-first&#8221; approach but also a &#8220;Fairness by Design&#8221; ethos woven into their very architecture.</li>
</ul>



<ul class="wp-block-list">
<li><strong>&#8220;Black Box&#8221; Governance and Algorithmic Accountability:</strong> When urban systems make millisecond decisions to restrict water pressure, sever services, or alter public transport routes, traditional channels for citizen appeals will be rendered entirely ineffective. If an automatically executed decision leads to property damage or safety incidents for citizens, who bears the ultimate responsibility, given that the decision-making process is an algorithmic black box? We must establish highly interpretable &#8220;AI decision logs&#8221; to safeguard the public&#8217;s right to information and intervention.</li>
</ul>



<ul class="wp-block-list">
<li><strong>System Vulnerability and Human Resilience:</strong> Cities heavily reliant on sensor networks and cloud-edge computing will be exceptionally vulnerable to complex cyberattacks or city-wide blackouts caused by extreme natural disasters. Whilst pursuing &#8220;technological redundancy&#8221;, cities must also retain &#8220;social redundancy&#8221;—namely, physical fallback mechanisms that can seamlessly revert to human control at a moment&#8217;s notice.</li>
</ul>



<ol start="1" class="wp-block-list"></ol>



<p class="wp-block-paragraph"><strong>Summary:</strong> </p>



<p class="wp-block-paragraph">The zenith of a truly great AI-native city isn&#8217;t making citizens feel the &#8220;coolness&#8221; of technology, but rather ensuring that urban maladies like power cuts, congestion, and flooding &#8220;never happen&#8221; through imperceptible intelligence. Yet, in the pursuit of this ultimate efficiency, we must hardcode ethical guardrails into the city&#8217;s foundational infrastructure. <strong>Algorithms may lack warmth, but urban governance must resolutely uphold a human-centric baseline. A city is, first and foremost, a habitat for humanity; only secondarily is it a colossal computing platform.</strong></p>



<hr class="wp-block-separator has-alpha-channel-opacity"/>



<p class="wp-block-paragraph"><strong>Original Source:</strong> <em>“How AI-native public infrastructure changes how cities operate”</em> via <a href="https://href.li/?https://www.mckinsey.com/capabilities/tech-and-ai/our-insights/tech-forward/how-ai-native-public-infrastructure-changes-how-cities-operate" target="_blank" rel="noreferrer noopener">AI-Native Cities</a></p>
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		<title>Vibe-Code an App vs Buy One?</title>
		<link>https://ainativefoundation.org/vibe-code-an-app-vs-buy-one/</link>
		
		<dc:creator><![CDATA[AINF]]></dc:creator>
		<pubDate>Tue, 17 Mar 2026 16:51:35 +0000</pubDate>
				<category><![CDATA[The Selection]]></category>
		<category><![CDATA[AI]]></category>
		<category><![CDATA[AI Native]]></category>
		<category><![CDATA[vide coding]]></category>
		<guid isPermaLink="false">https://ainativefoundation.org/?p=9147</guid>

					<description><![CDATA[[David’s Note] SaaStr founder Jason Lemkin once defined a golden ratio for software: buy 90% off the shelf, and build only the [&#8230;]]]></description>
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<blockquote class="wp-block-quote is-layout-flow wp-block-quote-is-layout-flow">
<p class="wp-block-paragraph"><strong>[David’s Note]</strong></p>



<p class="wp-block-paragraph"><em>SaaStr founder Jason Lemkin once defined a golden ratio for software: buy 90% off the shelf, and build only the 10% that is truly unique. Yet, as we progress through 2026, the meteoric rise of &#8220;Vibe Coding&#8221;—is shifting the tectonic plates of procurement. In this edition, we explore why 80/20 is the new efficiency frontier: when AI can manifest a functional tool in minutes, paying a steep &#8220;Enterprise Tax&#8221; for generic SaaS may no longer be the most prudent move.</em></p>
</blockquote>



<hr class="wp-block-separator has-alpha-channel-opacity"/>



<h2 class="wp-block-heading"><strong><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4a1.png" alt="💡" class="wp-smiley" style="height: 1em; max-height: 1em;" /></strong><strong> Core Value Logic: The Shift from 90/10 to 80/20</strong></h2>



<p class="wp-block-paragraph">As AI capabilities accelerate, the &#8220;Build Boundary&#8221; of the modern enterprise is expanding:</p>



<ul class="wp-block-list">
<li><strong>The Classic 90/10 Rule: </strong>Historically, building bespoke software was so prohibitively expensive that it was reserved for the 10% of &#8220;mission-critical, no-alternative&#8221; features. The rest was bought to avoid engineering agony.</li>



<li><strong>The Optimised 80/20 Strategy:</strong> In 2026, AI has lowered build-costs so significantly that firms are reclaiming an additional 10% of their stack. This second 10% consists of &#8220;fringe&#8221; tools (e.g., bespoke middleware, internal portals) where SaaS was previously too rigid or overpriced. <strong>The shift to 20% build is a strategic play for hyper-customisation and cost-efficiency.</strong></li>



<li><strong>The Infrastructure Hard-Line:</strong> Despite the 20% build-surge, 80% should still be bought. This core 80% represents <strong>security, API resilience, and regulatory compliance (e.g. SOC2)</strong>. AI is not yet capable of &#8220;vibing&#8221; its way through rigorous architectural standards and long-term stability.</li>
</ul>



<hr class="wp-block-separator has-alpha-channel-opacity"/>



<h2 class="wp-block-heading"><strong><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f6e1.png" alt="🛡" class="wp-smiley" style="height: 1em; max-height: 1em;" /></strong><strong> Ethical AI Commentary: Decentralised Power vs. Missing Accountability</strong></h2>



<p class="wp-block-paragraph">The expansion of Vibe Coding from 10% to 20% introduces new governance challenges:</p>



<ul class="wp-block-list">
<li><strong>Code Sovereignty &amp; Transparency:</strong> As the build-ratio increases, so does the volume of &#8220;black-box&#8221; code within the firm. If AI embeds latent bias within this 20%, who is held accountable for the output?</li>
</ul>



<ul class="wp-block-list">
<li><strong>Shadow IT &amp; Privacy:</strong> The ease of Vibe Coding empowers employees to bypass IT procurement. This risks the creation of unvetted tools handling sensitive customer data, creating a potential &#8220;compliance vacuum.&#8221;</li>
</ul>



<ol start="1" class="wp-block-list"></ol>



<p class="wp-block-paragraph"><strong>The Verdict:</strong> AI’s evolution allows us to move from 90/10 to 80/20 with confidence, but that <strong>relinquished 10% of SaaS budget must be reinvested into AI architectural auditing.</strong></p>



<hr class="wp-block-separator has-alpha-channel-opacity"/>



<p class="wp-block-paragraph"><strong>Original Source:</strong> <em>“Dear SaaStr: When Should I Vibe-Code an App vs Buy One?”</em> via <a href="https://www.saastr.com/dear-saastr-when-should-i-vibe-code-an-app-vs-buy-one/" target="_blank" rel="noreferrer noopener">SaaStr</a></p>
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