<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0" xmlns:itunes="http://www.itunes.com/dtds/podcast-1.0.dtd" xmlns:googleplay="http://www.google.com/schemas/play-podcasts/1.0"><channel><title><![CDATA[Quantum Opinion: Quantum Briefings]]></title><description><![CDATA[A short editorial note on the few developments that matter: research milestones, company moves, funding, policy, standards, and deployment signals. (Weekly or fortnightly) ]]></description><link>https://www.quantopinion.ai/s/quantum-briefings</link><image><url>https://substackcdn.com/image/fetch/$s_!R4E-!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2a844134-08df-4eb4-ac34-02b513f979f2_1280x1280.png</url><title>Quantum Opinion: Quantum Briefings</title><link>https://www.quantopinion.ai/s/quantum-briefings</link></image><generator>Substack</generator><lastBuildDate>Sun, 13 Sep 2026 18:14:12 GMT</lastBuildDate><atom:link href="https://www.quantopinion.ai/feed" rel="self" type="application/rss+xml"/><copyright><![CDATA[The Intelligent Founder]]></copyright><language><![CDATA[en]]></language><webMaster><![CDATA[quantopinion@substack.com]]></webMaster><itunes:owner><itunes:email><![CDATA[quantopinion@substack.com]]></itunes:email><itunes:name><![CDATA[Poonam Parihar]]></itunes:name></itunes:owner><itunes:author><![CDATA[Poonam Parihar]]></itunes:author><googleplay:owner><![CDATA[quantopinion@substack.com]]></googleplay:owner><googleplay:email><![CDATA[quantopinion@substack.com]]></googleplay:email><googleplay:author><![CDATA[Poonam Parihar]]></googleplay:author><itunes:block><![CDATA[Yes]]></itunes:block><item><title><![CDATA[A Network Is Not Yet Evidence of Standards Adoption or Commercial Impact]]></title><description><![CDATA[Why the UK&#8217;s Quantum Standards Network Matters for Semiconductors.]]></description><link>https://www.quantopinion.ai/p/a-network-is-not-yet-evidence-of</link><guid isPermaLink="false">https://www.quantopinion.ai/p/a-network-is-not-yet-evidence-of</guid><dc:creator><![CDATA[Poonam Parihar]]></dc:creator><pubDate>Fri, 11 Sep 2026 12:07:34 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!d1k6!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdfa06ba6-ebb4-4cc1-b5b8-21c450e979a9_1074x716.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!d1k6!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdfa06ba6-ebb4-4cc1-b5b8-21c450e979a9_1074x716.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!d1k6!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdfa06ba6-ebb4-4cc1-b5b8-21c450e979a9_1074x716.jpeg 424w, https://substackcdn.com/image/fetch/$s_!d1k6!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdfa06ba6-ebb4-4cc1-b5b8-21c450e979a9_1074x716.jpeg 848w, https://substackcdn.com/image/fetch/$s_!d1k6!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdfa06ba6-ebb4-4cc1-b5b8-21c450e979a9_1074x716.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!d1k6!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdfa06ba6-ebb4-4cc1-b5b8-21c450e979a9_1074x716.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!d1k6!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdfa06ba6-ebb4-4cc1-b5b8-21c450e979a9_1074x716.jpeg" width="1074" height="716" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/dfa06ba6-ebb4-4cc1-b5b8-21c450e979a9_1074x716.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:716,&quot;width&quot;:1074,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;NIHR invests &#163;1.65m in quantum health technology&quot;,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="NIHR invests &#163;1.65m in quantum health technology" title="NIHR invests &#163;1.65m in quantum health technology" srcset="https://substackcdn.com/image/fetch/$s_!d1k6!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdfa06ba6-ebb4-4cc1-b5b8-21c450e979a9_1074x716.jpeg 424w, https://substackcdn.com/image/fetch/$s_!d1k6!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdfa06ba6-ebb4-4cc1-b5b8-21c450e979a9_1074x716.jpeg 848w, https://substackcdn.com/image/fetch/$s_!d1k6!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdfa06ba6-ebb4-4cc1-b5b8-21c450e979a9_1074x716.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!d1k6!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdfa06ba6-ebb4-4cc1-b5b8-21c450e979a9_1074x716.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>The United Kingdom has made a notable intervention in the global effort to commercialize quantum technology. In June, the government committed &#163;10 million to create the <strong><mark data-color="#d9ead3" style="background-color: rgb(217, 234, 211); color: rgb(0, 0, 0);">Quantum Standards Network (QSN)</mark></strong><mark data-color="#d9ead3" style="background-color: rgb(217, 234, 211); color: rgb(0, 0, 0);">, a national initiative managed by the National Physical Laboratory (NPL), the UK&#8217;s national metrology institute.</mark> It brings together <mark data-color="#fff2cc" style="background-color: rgb(255, 242, 204); color: rgb(0, 0, 0);">government, industry, research organisations and standards bodies </mark>to address how quantum technologies should be <strong>measured, tested, benchmarked and standardized.</strong></p><p>Quantum computing, sensing, communications and their<mark data-color="rgb(255, 229, 153)" style="background-color: rgb(255, 229, 153); color: rgb(0, 0, 0);"> enabling hardware </mark>are progressing beyond the stage at which a laboratory result alone can carry a commercial proposition. A quantum system must not only achieve a technically impressive result,  it must be possible for a <mark data-color="#d0e0e3" style="background-color: rgb(208, 224, 227); color: rgb(0, 0, 0);">customer to interpret its performance, compare it with alternatives, verify its claims and trust it in a real operating environment.</mark></p><p>This is where <mark data-color="#d0e0e3" style="background-color: rgb(208, 224, 227); color: rgb(0, 0, 0);">metrology and standards</mark> enter the picture. </p><blockquote><p><em>Metrology - the science of measurement - creates reliable ways to quantify a system. </em></p><p><em>Standards provide common definitions, test methods and reference points. </em></p></blockquote><p>Together, they form the<strong> assurance layer between a promising demonstration and a product </strong>that can be qualified, procured, financed, integrated, insured and exported.</p><p>The QSN is therefore not merely technical housekeeping. It is an attempt to <mark data-color="#9fc5e8" style="background-color: rgb(159, 197, 232); color: rgb(0, 0, 0);">construct market infrastructure for a technology sector</mark> that is still defining its products, supply chains and buyer expectations. Yet it should be assessed with discipline. A network can coordinate people, map gaps, publish guidance and strengthen technical expertise. All of that is useful. <strong>None of it, however, automatically creates adoption</strong>.</p><p>A standards network does not by itself make a procurement team write a requirement into a tender. It does not automatically persuade an overseas customer to accept a UK test method. It does not guarantee that a quantum sensor will survive vibration, temperature shifts and years of field operation, or that a quantum computer will be assessed through benchmarks meaningful to a commercial user.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!pPKJ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fabc95ea3-0d21-4756-8fd6-2312f2883b06_800x418.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!pPKJ!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fabc95ea3-0d21-4756-8fd6-2312f2883b06_800x418.jpeg 424w, https://substackcdn.com/image/fetch/$s_!pPKJ!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fabc95ea3-0d21-4756-8fd6-2312f2883b06_800x418.jpeg 848w, https://substackcdn.com/image/fetch/$s_!pPKJ!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fabc95ea3-0d21-4756-8fd6-2312f2883b06_800x418.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!pPKJ!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fabc95ea3-0d21-4756-8fd6-2312f2883b06_800x418.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!pPKJ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fabc95ea3-0d21-4756-8fd6-2312f2883b06_800x418.jpeg" width="800" height="418" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/abc95ea3-0d21-4756-8fd6-2312f2883b06_800x418.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:418,&quot;width&quot;:800,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;UK Launches Quantum Standards Network for Responsible Commercialisation |  UKQuantum posted on the topic | LinkedIn&quot;,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="UK Launches Quantum Standards Network for Responsible Commercialisation |  UKQuantum posted on the topic | LinkedIn" title="UK Launches Quantum Standards Network for Responsible Commercialisation |  UKQuantum posted on the topic | LinkedIn" srcset="https://substackcdn.com/image/fetch/$s_!pPKJ!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fabc95ea3-0d21-4756-8fd6-2312f2883b06_800x418.jpeg 424w, https://substackcdn.com/image/fetch/$s_!pPKJ!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fabc95ea3-0d21-4756-8fd6-2312f2883b06_800x418.jpeg 848w, https://substackcdn.com/image/fetch/$s_!pPKJ!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fabc95ea3-0d21-4756-8fd6-2312f2883b06_800x418.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!pPKJ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fabc95ea3-0d21-4756-8fd6-2312f2883b06_800x418.jpeg 1456w" sizes="100vw"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>The real question is whether QSN turns coordination into lower risk and lower friction for the market.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://www.quantopinion.ai/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Quantum Opinion is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><p></p><p>To understand what is at stake, the initiative needs to be viewed through five connected layers: <mark data-color="#d9ead3" style="background-color: rgb(217, 234, 211); color: rgb(0, 0, 0);">policy, industry, commercial adoption, research and international alignment.</mark> </p><p>Each captures a different stage in the journey from a <strong>government strategy to a technology</strong> that customers can trust and buy. Ignore any one of them, and the standards effort risks remaining valuable in principle but limited in market impact.</p><h1>1. Policy layer</h1><p>At the policy level, QSN signals that the UK is treating quantum standards as strategic infrastructure rather than a <mark data-color="#d0e0e3" style="background-color: rgb(208, 224, 227); color: rgb(0, 0, 0);">peripheral compliance issue</mark>. The network is managed by NPL and supported by a wider group that includes the <mark data-color="#d9ead3" style="background-color: rgb(217, 234, 211); color: rgb(0, 0, 0);">Department for Science, Innovation and Technology, ( Now DBIST after a merger with DBT in July ) the British Standards Institution, the National Quantum Computing Centre, the National Cyber Security Centre and UKQuantum</mark>. Its intended role includes <em>developing skills, helping businesses navigate standards and strengthening British influence </em>in international standardisation.</p><p>That is a more mature view of technology policy than simply funding scientific research or backing a handful of flagship demonstrators. Research funding matters. Manufacturing capability matters. Venture investment matters. But standards often shape the conditions under which those investments become commercially usable.</p><p>They influence how performance is specified, how suppliers qualify parts, how systems are certified, how contracts are written and how products reach foreign markets. The countries that help define &#8220;what good looks like&#8221; in an emerging technology can gain influence <strong>before supply chains and technical architectures become settled</strong>.</p><h3><em>The UK&#8217;s wider <strong>semiconductor-metrology strategy</strong> makes a similar case. </em></h3><p>NPL&#8217;s roadmap argues that the country must treat measurement science and standardisation as integral to its semiconductor strategy, not as peripheral technical concerns. That is particularly relevant to quantum, where physical platforms, components and performance measures remain diverse.</p><blockquote><p>The policy challenge is <mark data-color="#fff2cc" style="background-color: rgb(255, 242, 204); color: rgb(0, 0, 0);">to avoid confusing activity with outcome</mark>. Success should not be counted in workshops held, reports published or committees created. It should be counted in the commercial effects of standards work: </p><p>shorter qualification cycles, </p><p>more credible procurement requirements, </p><p>lower buyer uncertainty, </p><p>more robust supply chains and greater export access.</p></blockquote><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://www.quantopinion.ai/p/a-network-is-not-yet-evidence-of?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://www.quantopinion.ai/p/a-network-is-not-yet-evidence-of?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share</span></a></p><p></p><h1>2. Industrial layer</h1><p>Quantum technologies <mark data-color="#d0e0e3" style="background-color: rgb(208, 224, 227); color: rgb(0, 0, 0);">do not exist in isolation</mark> from the<strong> industrial hardware economy</strong>. Their future depends on a web of capabilities that includes <mark data-color="#d0e0e3" style="background-color: rgb(208, 224, 227); color: rgb(0, 0, 0);">specialised materials, photonics, RF electronics, control systems, cryogenic equipment, advanced packaging, interconnects, fabrication processes and testing infrastructure.</mark></p><p>The NPL semiconductor roadmap is useful context because it shows how broad that industrial foundation is. It identifies <mark data-color="#d9ead3" style="background-color: rgb(217, 234, 211); color: rgb(0, 0, 0);">a lifecycle of needs stretching from material-property measurement, material-quality metrics and defect classification to process inspection, trustworthy AI-enabled data flows, heterogeneous integration, package testing, hardware security, performance testing and device-reliability standards</mark>.</p><h3><em>Quantum hardware intersects with almost all of those areas.</em></h3><p>A quantum computer can demonstrate impressive processor performance, yet remain difficult to deploy if its control electronics are <strong>bulky, unstable or power hungry</strong>. A photonic system may promise scale, but be constrained by <strong>component loss, packaging complexity or inconsistent characterization </strong>methods. A quantum sensor can achieve extraordinary precision in a laboratory and <strong>still fail commercially if its calibration drifts,</strong> its operating envelope is unclear or its data cannot be integrated with conventional systems.</p><p>The point is not that quantum hardware should be treated as merely another semiconductor product. <strong>Different physical platforms will require specialised methods and different metrics.</strong> The point is that quantum&#8217;s commercial challenges increasingly resemble those of advanced hardware more broadly: <strong>repeatability, packaging, integration, reliability, quality assurance and manufacturability.</strong><mark data-color="#fff2cc" style="background-color: rgb(255, 242, 204); color: rgb(0, 0, 0);"> ( more on manufacturing here) </mark></p><p></p><div class="digest-post-embed" data-attrs="{&quot;nodeId&quot;:&quot;c1cb48a2-a12f-4d7d-90ac-1e5f3ab8c5ff&quot;,&quot;caption&quot;:&quot;In my previous article, &#8220;Quantum Is Now a Procurement Problem, Not a Research Problem&#8221;, I argued that the quantum industry is moving beyond laboratory prestige. Buyers are increasingly asking whether quantum systems can be integrated, secured, supported and delivered against a real operational requirement and not merely demonstrated in controlled condit&#8230;&quot;,&quot;cta&quot;:null,&quot;showBylines&quot;:true,&quot;showDescription&quot;:true,&quot;showImage&quot;:true,&quot;size&quot;:&quot;lg&quot;,&quot;isEditorNode&quot;:true,&quot;title&quot;:&quot;Nobody Knows How to Make the Same Qubit Twice!&quot;,&quot;publishedBylines&quot;:[{&quot;id&quot;:358339039,&quot;name&quot;:&quot;Poonam Parihar&quot;,&quot;bio&quot;:&quot;AT&amp;T and Cisco alum, HBS Exec, with 25 years in Technical sales and deep tech development across AI, quantum and telecoms. Sharing operator-grade frameworks and playbooks on what works vs. hype in building and selling AI products.&quot;,&quot;photo_url&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/baaf1fb6-fae4-4476-ae75-13cd1ca55820_864x864.jpeg&quot;,&quot;is_guest&quot;:false,&quot;bestseller_tier&quot;:null}],&quot;post_date&quot;:&quot;2026-09-05T10:49:35.200Z&quot;,&quot;cover_image&quot;:&quot;https://substackcdn.com/image/fetch/$s_!R_6n!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5c9e1500-3181-4f35-8079-418b2f243ac2_1000x615.jpeg&quot;,&quot;cover_image_alt&quot;:null,&quot;canonical_url&quot;:&quot;https://www.quantopinion.ai/p/quantums-dirty-secret-nobody-knows&quot;,&quot;section_name&quot;:&quot;Deep Dives &quot;,&quot;video_upload_id&quot;:null,&quot;id&quot;:214240962,&quot;type&quot;:&quot;newsletter&quot;,&quot;reaction_count&quot;:4,&quot;comment_count&quot;:0,&quot;publication_id&quot;:10099362,&quot;publication_name&quot;:&quot;Quantum Opinion&quot;,&quot;publication_logo_url&quot;:&quot;https://substackcdn.com/image/fetch/$s_!R4E-!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2a844134-08df-4eb4-ac34-02b513f979f2_1280x1280.png&quot;,&quot;belowTheFold&quot;:true,&quot;youtube_url&quot;:null,&quot;show_links&quot;:null,&quot;feed_url&quot;:null}"></div><p></p><h3><em>This is where a national metrology institute can create leverage. </em></h3><p><strong>NPL&#8217;s role is not to choose winning quantum platforms.</strong> It is to help ensure that emerging components and systems can be measured and trusted well enough to compete and integrate with incumbent technologies.</p><p>For the UK, this is a more realistic strategic proposition than aspiring to dominate every volume-manufacturing segment. Britain is unlikely to rival Taiwan, South Korea or the United States in large-scale advanced silicon production. But it has recognized strengths in compound semiconductors, photonics, materials science, power electronics, device modeling, semiconductor tooling and applied measurement science.</p><p>Those strengths could be valuable precisely where markets are technically immature and the rules have yet to be written.</p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://www.quantopinion.ai/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe now&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://www.quantopinion.ai/subscribe?"><span>Subscribe now</span></a></p><p></p><h1>3. Commercial layer</h1><p>The commercial layer is where the argument becomes most concrete: <mark data-color="#b6d7a8" style="background-color: rgb(182, 215, 168); color: rgb(0, 0, 0);">standards matter only when they reduce friction.</mark></p><h3><em>That friction appears across the entire route to adoption. </em></h3><blockquote><p>A buyer needs a way to compare two suppliers. </p><p>A procurement team needs requirements that are clear without being overly prescriptive. </p><p>A system integrator needs to understand interfaces, operating limits and failure modes. </p><p>An insurer needs evidence on reliability and operational risk. A manufacturer needs qualification methods. </p><p>An exporter needs a way to demonstrate compliance in more than one market.</p></blockquote><p>A useful standard helps each of these actors make decisions with more confidence.</p><p><strong>Quantum sensing is likely to offer the clearest near-term test</strong>. The sector often communicates value through a headline performance metric: <mark data-color="#fff2cc" style="background-color: rgb(255, 242, 204); color: rgb(0, 0, 0);">sensitivity to magnetic fields, acceleration, gravity, time or another physical quantity.</mark> This is scientifically meaningful, but it is not yet a deployment case.</p><p><strong>A transport operator</strong> considering quantum navigation in a<strong> GNSS-denied environment </strong>will ask different questions. What is the sensor&#8217;s size, weight and power draw? How does it perform under vibration? How frequently must it be calibrated? How much does it drift over time? How does it work alongside inertial systems, conventional sensors and software? What happens when different instruments disagree?</p><p><strong>An industrial customer</strong> evaluating quantum sensing for condition monitoring will want to know about false alarms, environmental tolerance, uptime, integration cost, maintainability and lifecycle economics. An exceptional laboratory result does not answer these questions.</p><p>The QSN&#8217;s remit includes common requirements for quantum technologies, including quantum-sensor considerations such as size, weight, energy efficiency and trusted readings between instruments. This is exactly the direction standards work must take if it is to be commercially relevant.</p><div class="callout-block" data-callout="true"><h3>Standards do not remove technical or commercial risk. They make risk legible. They give the buyer a credible basis for distinguishing between a promising prototype and a product ready for a specified environment.</h3></div><p>The same principle will matter in quantum computing. The market cannot mature indefinitely through vendor-specific metrics that are difficult for customers to reconcile.<mark data-color="#f4cccc" style="background-color: rgb(244, 204, 204); color: rgb(0, 0, 0);"> Different hardware architectures should not be forced into a false uniformity.</mark> But users will need more transparent approaches to benchmarking, reliability, security, workload suitability, availability and integration costs.</p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://www.quantopinion.ai/?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share Quantum Opinion&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://www.quantopinion.ai/?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share Quantum Opinion</span></a></p><p></p><h1>4. Research layer</h1><p>The research layer is equally important because the <mark data-color="#e6b8af" style="background-color: rgb(230, 184, 175); color: rgb(0, 0, 0);">performance metrics that dominate early-stage quantum science are not always the metrics needed for industrial use.</mark></p><p>Academic research should continue to reward discoveries, novel physical effects and performance records. Those achievements are the source of quantum technology&#8217;s long-term potential. Yet a breakthrough demonstration does not necessarily establish <mark data-color="#d9ead3" style="background-color: rgb(217, 234, 211); color: rgb(0, 0, 0);">repeatability, maintainability, manufacturability or reliability in a deployed system.</mark></p><p>Those questions demand another kind of work: <mark data-color="#c9daf8" style="background-color: rgb(201, 218, 248); color: rgb(0, 0, 0);">calibration, long-duration testing, failure analysis, environmental characterisation, uncertainty quantification, benchmarking and measurement under realistic conditions</mark>. It is less glamorous than a new record. It can be just as decisive for adoption.</p><h3><em>The semiconductor roadmap makes this explicitly. </em></h3><p>It argues that academia needs to <strong>align fundamental research more closely with the measurement and qualification needs that shape industrial adoption</strong>. This should not be interpreted as a demand that all research become short-term product development. It is a call to recognise measurement science as a high-value bridge between discovery and deployment. </p><p>The QSN could help create that bridge by identifying pre-competitive problems that no individual start-up has the incentive or resources to solve alone. A company may be able to optimize its own device, for example, but it may not be able to establish broadly accepted reference methods, reliability tests or calibration protocols across an entire technology category.</p><p><mark data-color="#fff2cc" style="background-color: rgb(255, 242, 204); color: rgb(0, 0, 0);">Shared standards </mark>work can create this public-good infrastructure. But it needs to be informed by real industrial needs. Researchers must know what information customers lack. Industry must engage before standards become fixed. And end-users must define what evidence would allow them to deploy, not merely trial, the technology.</p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://www.quantopinion.ai/p/a-network-is-not-yet-evidence-of?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://www.quantopinion.ai/p/a-network-is-not-yet-evidence-of?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share</span></a></p><p></p><h1>5. International layer</h1><p>The final layer is international relevance. </p><p><strong>Quantum is an inherently global field: </strong></p><div class="callout-block" data-callout="true"><p>research collaborations span borders, components move through global supply chains, and many of the most valuable customers will not be domestic.</p></div><p>That means a national standards network is useful only to the degree that it helps build cross-border acceptance.</p><p>NPL already supports UK participation in international and regional standards bodies including ISO, IEC, ITU-T, ETSI, CEN and CENELEC. Its quantum programme also develops methodologies for characterizing quantum technologies, an essential contribution to standards development. This creates a credible starting point for the QSN.</p><p>But attendance in international forums is not enough. The UK needs to bring <mark data-color="#d9ead3" style="background-color: rgb(217, 234, 211); color: rgb(0, 0, 0);">strong technical evidence, coordinated industry positions and methods that other countries have a reason to use</mark>. International standards emerge through a combination of measurement credibility, sustained participation, industrial adoption and commercial power.</p><p><strong>Here, the UK should think beyond a domestic rulebook. </strong></p><p>The goal is not to create &#8220;British standards&#8221; that fragment an already complex market. It is to ensure that UK-developed methods and priorities make meaningful contributions to standards that are internationally recognised.</p><p>This is the difference between a network that convenes national expertise and one that influences global market access. If the QSN helps British companies shape common methods early, it may prevent them from simply adapting to rules defined elsewhere. If it makes UK testing and measurement practices legible abroad, it can reduce barriers for firms entering international supply chains.</p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://www.quantopinion.ai/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe now&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://www.quantopinion.ai/subscribe?"><span>Subscribe now</span></a></p><p></p><h1>From coordination to consequence</h1><div class="callout-block" data-callout="true"><p>The QSN is a credible foundation, but the proof of value should be visible in practical outcomes.</p></div><p>First, it should identify<strong> a limited number of quantum measurement and assurance problems</strong> where uncertainty is already delaying deployment. Quantum-sensor calibration and drift, environmental testing, photonic-component characterisation, quantum-control electronics, reliability, cybersecurity and procurement-relevant benchmarks are all plausible priorities.</p><p>Second,<strong> it should place end-users at the centre of the process.</strong> </p><p>Standards developed solely by researchers and suppliers may be technically sophisticated but commercially peripheral. Infrastructure owners, aerospace firms, transport operators, manufacturers, financial institutions, healthcare organisations, public-sector buyers and insurers understand the evidence required before they will accept deployment risk.</p><p><strong>Third, it must create routes into commercial mechanisms. </strong></p><p>A standards initiative becomes meaningful when its outputs are used by a test house, cited in a tender, embedded in a certification process, adopted in a supplier-qualification protocol or incorporated into a customer acceptance test.</p><p>Finally, it should make <strong>international adoption a hard success metric</strong>. </p><p>The question is not whether the UK can convene an impressive national network. It is whether British firms will be able to use the resulting work to build, qualify and sell products in international markets.</p><p>The UK is right to recognize that quantum advantage cannot be measured only in qubits, sensitivity records or laboratory milestones. <mark data-color="#d9ead3" style="background-color: rgb(217, 234, 211); color: rgb(0, 0, 0);">It will also be measured in whether technologies can be independently tested, responsibly specified, confidently purchased and reliably deployed.</mark></p><p>The Quantum Standards Network is an important attempt to build that <mark data-color="#c9daf8" style="background-color: rgb(201, 218, 248); color: rgb(0, 0, 0);">missing layer of market infrastructure.</mark> But a network is not yet evidence of standards adoption or commercial impact.</p><p>That evidence will come when quantum suppliers qualify products faster, when buyers compare offerings with confidence, when standards appear in <strong>procurement and assurance processes, and when UK-developed methods are recognized beyond Britain</strong>. Only then will the initiative have moved from coordination to consequence.</p><div class="captioned-button-wrap" data-attrs="{&quot;url&quot;:&quot;https://www.quantopinion.ai/p/a-network-is-not-yet-evidence-of?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="CaptionedButtonToDOM"><div class="preamble"><p class="cta-caption">Thanks for reading Quantum Opinion! This post is public so feel free to share it.</p></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://www.quantopinion.ai/p/a-network-is-not-yet-evidence-of?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://www.quantopinion.ai/p/a-network-is-not-yet-evidence-of?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share</span></a></p></div><p></p><p>New on Intelligent founder AI and AI Unfiltered.</p><div class="embedded-post-wrap" data-attrs="{&quot;id&quot;:214862372,&quot;url&quot;:&quot;https://www.intelligentfounder.ai/p/the-delegation-ladder-how-ai-startups&quot;,&quot;publication_id&quot;:5021026,&quot;embedding_publication_id&quot;:10099362,&quot;publication_name&quot;:&quot;Intelligent Founder&quot;,&quot;publication_logo_url&quot;:&quot;https://substackcdn.com/image/fetch/$s_!OUKy!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f8365fe-ae42-41a5-af04-76cf78b93a45_1280x1280.png&quot;,&quot;title&quot;:&quot;The Delegation Ladder: How AI Startups Earn the Right to Act&quot;,&quot;truncated_body_text&quot;:&quot;For the past year, Intelligent Founder has made a consistent argument:&quot;,&quot;date&quot;:&quot;2026-09-09T11:16:07.710Z&quot;,&quot;like_count&quot;:7,&quot;comment_count&quot;:0,&quot;bylines&quot;:[{&quot;id&quot;:358339039,&quot;name&quot;:&quot;Poonam Parihar&quot;,&quot;handle&quot;:&quot;poonamparihar&quot;,&quot;photo_url&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/baaf1fb6-fae4-4476-ae75-13cd1ca55820_864x864.jpeg&quot;,&quot;bio&quot;:&quot;AT&amp;T and Cisco alum, HBS Exec, with 25 years in Technical sales and deep tech development across AI, quantum and telecoms. Sharing operator-grade frameworks and playbooks on what works vs. hype in building and selling AI products.&quot;,&quot;profile_set_up_at&quot;:&quot;2025-08-19T14:22:42.038Z&quot;,&quot;reader_installed_at&quot;:&quot;2026-07-16T12:05:41.189Z&quot;,&quot;publicationUsers&quot;:[{&quot;id&quot;:5121717,&quot;user_id&quot;:358339039,&quot;publication_id&quot;:5021026,&quot;role&quot;:&quot;admin&quot;,&quot;public&quot;:true,&quot;is_primary&quot;:true,&quot;publication&quot;:{&quot;id&quot;:5021026,&quot;name&quot;:&quot;Intelligent Founder&quot;,&quot;subdomain&quot;:&quot;poonamparihar&quot;,&quot;custom_domain&quot;:&quot;www.intelligentfounder.ai&quot;,&quot;custom_domain_optional&quot;:false,&quot;hero_text&quot;:&quot;For founders building or selling enterprise AI: practical frameworks for choosing infrastructure, validating commercial use cases, navigating funding, and making high-consequence technical decisions.&quot;,&quot;logo_url&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/0f8365fe-ae42-41a5-af04-76cf78b93a45_1280x1280.png&quot;,&quot;author_id&quot;:358339039,&quot;primary_user_id&quot;:358339039,&quot;theme_var_background_pop&quot;:&quot;#FF6719&quot;,&quot;created_at&quot;:&quot;2025-05-14T21:04:24.971Z&quot;,&quot;email_from_name&quot;:&quot;Intelligent Founder AI by Poonam Parihar&quot;,&quot;copyright&quot;:&quot;Poonam Parihar&quot;,&quot;founding_plan_name&quot;:&quot;Founding Member&quot;,&quot;community_enabled&quot;:true,&quot;invite_only&quot;:false,&quot;payments_state&quot;:&quot;enabled&quot;,&quot;language&quot;:null,&quot;explicit&quot;:false,&quot;homepage_type&quot;:&quot;magaziney&quot;,&quot;is_personal_mode&quot;:false,&quot;logo_url_wide&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/9fbccfbf-d9da-4d73-85ea-7b154a1cf1cb_8568x1632.jpeg&quot;}},{&quot;id&quot;:8239749,&quot;user_id&quot;:358339039,&quot;publication_id&quot;:8053566,&quot;role&quot;:&quot;admin&quot;,&quot;public&quot;:true,&quot;is_primary&quot;:false,&quot;publication&quot;:{&quot;id&quot;:8053566,&quot;name&quot;:&quot;AI Unfiltered&quot;,&quot;subdomain&quot;:&quot;aiunfilterednewsletter&quot;,&quot;custom_domain&quot;:&quot;blog.aiunfiltered.dev&quot;,&quot;custom_domain_optional&quot;:false,&quot;hero_text&quot;:&quot;The live, unfiltered AI feed: sharp takes on the launches, claims, debates and people shaping the conversation&#8212;without the hype.\n&quot;,&quot;logo_url&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/99406f81-2548-499b-990c-fcc55d922c44_938x938.png&quot;,&quot;author_id&quot;:358339039,&quot;primary_user_id&quot;:481695834,&quot;theme_var_background_pop&quot;:&quot;#FF6719&quot;,&quot;created_at&quot;:&quot;2026-02-17T21:19:21.074Z&quot;,&quot;email_from_name&quot;:&quot;AI Unfiltered&quot;,&quot;copyright&quot;:&quot;Poonam Parihar&quot;,&quot;founding_plan_name&quot;:&quot;Founding Member&quot;,&quot;community_enabled&quot;:true,&quot;invite_only&quot;:false,&quot;payments_state&quot;:&quot;enabled&quot;,&quot;language&quot;:null,&quot;explicit&quot;:false,&quot;homepage_type&quot;:&quot;newspaper&quot;,&quot;is_personal_mode&quot;:false,&quot;logo_url_wide&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/79f4a96f-412e-45c6-be5c-3cbfc94fd22e_2000x381.png&quot;}},{&quot;id&quot;:10366379,&quot;user_id&quot;:358339039,&quot;publication_id&quot;:10099362,&quot;role&quot;:&quot;admin&quot;,&quot;public&quot;:true,&quot;is_primary&quot;:false,&quot;publication&quot;:{&quot;id&quot;:10099362,&quot;name&quot;:&quot;Quantum Opinion&quot;,&quot;subdomain&quot;:&quot;quantopinion&quot;,&quot;custom_domain&quot;:&quot;www.quantopinion.ai&quot;,&quot;custom_domain_optional&quot;:false,&quot;hero_text&quot;:&quot;Independent quantum intelligence for people deciding where the technology is real, where it is hype, and where to place attention, budget, or partnerships.&quot;,&quot;logo_url&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/2a844134-08df-4eb4-ac34-02b513f979f2_1280x1280.png&quot;,&quot;author_id&quot;:358339039,&quot;primary_user_id&quot;:null,&quot;theme_var_background_pop&quot;:&quot;#FF6719&quot;,&quot;created_at&quot;:&quot;2026-07-19T13:16:53.709Z&quot;,&quot;email_from_name&quot;:&quot;Poonam Parihar from QuantOpinion.ai&quot;,&quot;copyright&quot;:&quot;The Intelligent Founder&quot;,&quot;founding_plan_name&quot;:&quot;Founding Member&quot;,&quot;community_enabled&quot;:true,&quot;invite_only&quot;:false,&quot;payments_state&quot;:&quot;enabled&quot;,&quot;language&quot;:null,&quot;explicit&quot;:false,&quot;homepage_type&quot;:&quot;magaziney&quot;,&quot;is_personal_mode&quot;:false,&quot;logo_url_wide&quot;:null}}],&quot;is_guest&quot;:false,&quot;bestseller_tier&quot;:null,&quot;status&quot;:{&quot;bestsellerTier&quot;:null,&quot;subscriberTier&quot;:null,&quot;leaderboard&quot;:null,&quot;vip&quot;:false,&quot;badge&quot;:null,&quot;subscriber&quot;:null}}],&quot;utm_campaign&quot;:null,&quot;belowTheFold&quot;:true,&quot;type&quot;:&quot;newsletter&quot;,&quot;language&quot;:&quot;en&quot;,&quot;source&quot;:null}" data-component-name="EmbeddedPostToDOM"><a class="embedded-post" native="true" href="https://www.intelligentfounder.ai/p/the-delegation-ladder-how-ai-startups?utm_source=substack&amp;utm_campaign=post_embed&amp;utm_medium=web&amp;embedding_publication_id=10099362"><div class="embedded-post-header"><img class="embedded-post-publication-logo" src="https://substackcdn.com/image/fetch/$s_!OUKy!,w_56,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f8365fe-ae42-41a5-af04-76cf78b93a45_1280x1280.png" loading="lazy"><span class="embedded-post-publication-name">Intelligent Founder</span></div><div class="embedded-post-title-wrapper"><div class="embedded-post-title">The Delegation Ladder: How AI Startups Earn the Right to Act</div></div><div class="embedded-post-body">For the past year, Intelligent Founder has made a consistent argument&#8230;</div><div class="embedded-post-cta-wrapper"><span class="embedded-post-cta">Read more</span></div><div class="embedded-post-meta">4 days ago &#183; 7 likes &#183; Poonam Parihar</div></a></div><div class="embedded-post-wrap" data-attrs="{&quot;id&quot;:214478607,&quot;url&quot;:&quot;https://blog.aiunfiltered.dev/p/the-layoffs-you-dont-see-are-reshaping&quot;,&quot;publication_id&quot;:8053566,&quot;embedding_publication_id&quot;:10099362,&quot;publication_name&quot;:&quot;AI Unfiltered&quot;,&quot;publication_logo_url&quot;:&quot;https://substackcdn.com/image/fetch/$s_!dWSf!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F99406f81-2548-499b-990c-fcc55d922c44_938x938.png&quot;,&quot;title&quot;:&quot;The Layoffs You Don&#8217;t See Are Reshaping Tech&quot;,&quot;truncated_body_text&quot;:&quot;The tech-layoff count is already alarming. More than 180,000 jobs reportedly cut globally in 2026, with U.S. technology employers announcing 155,126 cuts through August alone. But those figures are almost certainly incomplete. They record the layoffs companies chose, or were required - to announce. They do not capture the far &#8230;&quot;,&quot;date&quot;:&quot;2026-09-07T10:14:46.529Z&quot;,&quot;like_count&quot;:5,&quot;comment_count&quot;:1,&quot;bylines&quot;:[{&quot;id&quot;:358339039,&quot;name&quot;:&quot;Poonam Parihar&quot;,&quot;handle&quot;:&quot;poonamparihar&quot;,&quot;photo_url&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/baaf1fb6-fae4-4476-ae75-13cd1ca55820_864x864.jpeg&quot;,&quot;bio&quot;:&quot;AT&amp;T and Cisco alum, HBS Exec, with 25 years in Technical sales and deep tech development across AI, quantum and telecoms. Sharing operator-grade frameworks and playbooks on what works vs. hype in building and selling AI products.&quot;,&quot;profile_set_up_at&quot;:&quot;2025-08-19T14:22:42.038Z&quot;,&quot;reader_installed_at&quot;:&quot;2026-07-16T12:05:41.189Z&quot;,&quot;publicationUsers&quot;:[{&quot;id&quot;:5121717,&quot;user_id&quot;:358339039,&quot;publication_id&quot;:5021026,&quot;role&quot;:&quot;admin&quot;,&quot;public&quot;:true,&quot;is_primary&quot;:true,&quot;publication&quot;:{&quot;id&quot;:5021026,&quot;name&quot;:&quot;Intelligent Founder&quot;,&quot;subdomain&quot;:&quot;poonamparihar&quot;,&quot;custom_domain&quot;:&quot;www.intelligentfounder.ai&quot;,&quot;custom_domain_optional&quot;:false,&quot;hero_text&quot;:&quot;For founders building or selling enterprise AI: practical frameworks for choosing infrastructure, validating commercial use cases, navigating funding, and making high-consequence technical decisions.&quot;,&quot;logo_url&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/0f8365fe-ae42-41a5-af04-76cf78b93a45_1280x1280.png&quot;,&quot;author_id&quot;:358339039,&quot;primary_user_id&quot;:358339039,&quot;theme_var_background_pop&quot;:&quot;#FF6719&quot;,&quot;created_at&quot;:&quot;2025-05-14T21:04:24.971Z&quot;,&quot;email_from_name&quot;:&quot;Intelligent Founder AI by Poonam Parihar&quot;,&quot;copyright&quot;:&quot;Poonam Parihar&quot;,&quot;founding_plan_name&quot;:&quot;Founding Member&quot;,&quot;community_enabled&quot;:true,&quot;invite_only&quot;:false,&quot;payments_state&quot;:&quot;enabled&quot;,&quot;language&quot;:null,&quot;explicit&quot;:false,&quot;homepage_type&quot;:&quot;magaziney&quot;,&quot;is_personal_mode&quot;:false,&quot;logo_url_wide&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/9fbccfbf-d9da-4d73-85ea-7b154a1cf1cb_8568x1632.jpeg&quot;}},{&quot;id&quot;:8239749,&quot;user_id&quot;:358339039,&quot;publication_id&quot;:8053566,&quot;role&quot;:&quot;admin&quot;,&quot;public&quot;:true,&quot;is_primary&quot;:false,&quot;publication&quot;:{&quot;id&quot;:8053566,&quot;name&quot;:&quot;AI Unfiltered&quot;,&quot;subdomain&quot;:&quot;aiunfilterednewsletter&quot;,&quot;custom_domain&quot;:&quot;blog.aiunfiltered.dev&quot;,&quot;custom_domain_optional&quot;:false,&quot;hero_text&quot;:&quot;The live, unfiltered AI feed: sharp takes on the launches, claims, debates and people shaping the conversation&#8212;without the hype.\n&quot;,&quot;logo_url&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/99406f81-2548-499b-990c-fcc55d922c44_938x938.png&quot;,&quot;author_id&quot;:358339039,&quot;primary_user_id&quot;:481695834,&quot;theme_var_background_pop&quot;:&quot;#FF6719&quot;,&quot;created_at&quot;:&quot;2026-02-17T21:19:21.074Z&quot;,&quot;email_from_name&quot;:&quot;AI Unfiltered&quot;,&quot;copyright&quot;:&quot;Poonam Parihar&quot;,&quot;founding_plan_name&quot;:&quot;Founding Member&quot;,&quot;community_enabled&quot;:true,&quot;invite_only&quot;:false,&quot;payments_state&quot;:&quot;enabled&quot;,&quot;language&quot;:null,&quot;explicit&quot;:false,&quot;homepage_type&quot;:&quot;newspaper&quot;,&quot;is_personal_mode&quot;:false,&quot;logo_url_wide&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/79f4a96f-412e-45c6-be5c-3cbfc94fd22e_2000x381.png&quot;}},{&quot;id&quot;:10366379,&quot;user_id&quot;:358339039,&quot;publication_id&quot;:10099362,&quot;role&quot;:&quot;admin&quot;,&quot;public&quot;:true,&quot;is_primary&quot;:false,&quot;publication&quot;:{&quot;id&quot;:10099362,&quot;name&quot;:&quot;Quantum Opinion&quot;,&quot;subdomain&quot;:&quot;quantopinion&quot;,&quot;custom_domain&quot;:&quot;www.quantopinion.ai&quot;,&quot;custom_domain_optional&quot;:false,&quot;hero_text&quot;:&quot;Independent quantum intelligence for people deciding where the technology is real, where it is hype, and where to place attention, budget, or partnerships.&quot;,&quot;logo_url&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/2a844134-08df-4eb4-ac34-02b513f979f2_1280x1280.png&quot;,&quot;author_id&quot;:358339039,&quot;primary_user_id&quot;:null,&quot;theme_var_background_pop&quot;:&quot;#FF6719&quot;,&quot;created_at&quot;:&quot;2026-07-19T13:16:53.709Z&quot;,&quot;email_from_name&quot;:&quot;Poonam Parihar from QuantOpinion.ai&quot;,&quot;copyright&quot;:&quot;The Intelligent Founder&quot;,&quot;founding_plan_name&quot;:&quot;Founding Member&quot;,&quot;community_enabled&quot;:true,&quot;invite_only&quot;:false,&quot;payments_state&quot;:&quot;enabled&quot;,&quot;language&quot;:null,&quot;explicit&quot;:false,&quot;homepage_type&quot;:&quot;magaziney&quot;,&quot;is_personal_mode&quot;:false,&quot;logo_url_wide&quot;:null}}],&quot;is_guest&quot;:false,&quot;bestseller_tier&quot;:null,&quot;status&quot;:{&quot;bestsellerTier&quot;:null,&quot;subscriberTier&quot;:null,&quot;leaderboard&quot;:null,&quot;vip&quot;:false,&quot;badge&quot;:null,&quot;subscriber&quot;:null}}],&quot;utm_campaign&quot;:null,&quot;belowTheFold&quot;:true,&quot;type&quot;:&quot;newsletter&quot;,&quot;language&quot;:&quot;en&quot;,&quot;source&quot;:null}" data-component-name="EmbeddedPostToDOM"><a class="embedded-post" native="true" href="https://blog.aiunfiltered.dev/p/the-layoffs-you-dont-see-are-reshaping?utm_source=substack&amp;utm_campaign=post_embed&amp;utm_medium=web&amp;embedding_publication_id=10099362"><div class="embedded-post-header"><img class="embedded-post-publication-logo" src="https://substackcdn.com/image/fetch/$s_!dWSf!,w_56,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F99406f81-2548-499b-990c-fcc55d922c44_938x938.png" loading="lazy"><span class="embedded-post-publication-name">AI Unfiltered</span></div><div class="embedded-post-title-wrapper"><div class="embedded-post-title">The Layoffs You Don&#8217;t See Are Reshaping Tech</div></div><div class="embedded-post-body">The tech-layoff count is already alarming. More than 180,000 jobs reportedly cut globally in 2026, with U.S. technology employers announcing 155,126 cuts through August alone. But those figures are almost certainly incomplete. They record the layoffs companies chose, or were required - to announce. They do not capture the far &#8230;</div><div class="embedded-post-cta-wrapper"><span class="embedded-post-cta">Read more</span></div><div class="embedded-post-meta">6 days ago &#183; 5 likes &#183; 1 comment &#183; Poonam Parihar</div></a></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://www.quantopinion.ai/p/a-network-is-not-yet-evidence-of/comments&quot;,&quot;text&quot;:&quot;Leave a comment&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://www.quantopinion.ai/p/a-network-is-not-yet-evidence-of/comments"><span>Leave a comment</span></a></p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://www.quantopinion.ai/?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share Quantum Opinion&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://www.quantopinion.ai/?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share Quantum Opinion</span></a></p>]]></content:encoded></item></channel></rss>