Email: Apple AI servers 🖥️, Snap Specs 👓, Google Home MCP 👨‍💻

Subject:
Apple AI servers 🖥️, Snap Specs 👓, Google Home MCP 👨‍💻
Received:
9/17/2026, 10:41:14 AM
From:
"TLDR" <dan@tldrnewsletter.com>
To:
silk.theater.56@fwdnl.com
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&lt;div style="display: none; max-height: 0px; overflow: hidden;"&gt;Apple is working on an AI server powered by its M-series Ultra chips. It is expected to be released in 2029. The enterprise server will come with&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;&lt;/div&gt;

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&lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flightfield.app%2F%3Futm_source=TLDR%26utm_medium=newsletter%26utm_campaign=2026-09-17_primary_lightfield%26utm_content=header_agentic_crm_answers/1/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/bzzVihQ_CRDJGErs6teB_tU3CC8HDa-LlZbwamwguNg=452"&gt;&lt;img src="https://images.tldr.tech/lightfield.png" valign="middle" style="vertical-align: middle !important; height: 100%;" alt="Lightfield"&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

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&lt;div style="text-align: center;"&gt;

&lt;h1&gt;&lt;strong&gt;TLDR &lt;span id="date"&gt;2026-09-17&lt;/span&gt;&lt;/strong&gt;&lt;/h1&gt;
&lt;/div&gt;
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&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flightfield.app%2F%3Futm_source=TLDR%26utm_medium=newsletter%26utm_campaign=2026-09-17_primary_lightfield%26utm_content=header_agentic_crm_answers/2/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/2OCQ2uwb8MDYnI0Nt-FuO8qTosart-jKBZac0nnqOCo=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;This agentic CRM answers an average of 400 questions per week. For&lt;em&gt; each user&lt;/em&gt; (Sponsor)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Ever wish you could chat with your CRM? You can with&lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flightfield.app%2F%3Futm_source=TLDR%26utm_medium=newsletter%26utm_campaign=2026-09-17_primary_lightfield%26utm_content=Body_lightfield/1/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/WQ9ZUuvOl25CKfYJAXv9UTnOfC6o0d7nhv6AD2eDRJk=452" rel="noopener noreferrer nofollow" target="_blank"&gt;&lt;span&gt; Lightfield&lt;/span&gt;&lt;/a&gt;. In fact, the average user asks it 400 questions a week.&nbsp;E.g., you can ask it to:

&lt;p&gt;&lt;/p&gt;

&lt;p&gt;👉 Compare closed-won to closed-lost and find the difference.&lt;/p&gt;

&lt;p&gt;👉 Prep you for upcoming calls.&lt;/p&gt;

&lt;p&gt;👉 Draft win-back emails for every churned account that mentioned a missing feature you just shipped.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flightfield.app%2F%3Futm_source=TLDR%26utm_medium=newsletter%26utm_campaign=2026-09-17_primary_lightfield%26utm_content=Body_lightfield_updates_itself/1/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/ZJXkoDr5rhZ_07DMOwR7kpm2dE7ruG7Phe9UrsX4U1I=452" rel="noopener noreferrer nofollow" target="_blank"&gt;&lt;span&gt;Lightfield updates itself&lt;/span&gt;&lt;/a&gt; based on every email, call, and meeting, automatically. Stop filling in fields and start selling again.&lt;/p&gt;

&lt;p&gt;➡️ See why &lt;strong&gt;+5,000 companies signed up in 10 months&lt;/strong&gt; - and why a16z just got behind Lightfield's $47M Series A. &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flightfield.app%2F%3Futm_source=TLDR%26utm_medium=newsletter%26utm_campaign=2026-09-17_primary_lightfield%26utm_content=cta_book_demo/1/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/ZQZJ3BKMA6MBzY1gw6E5zfOsYY9Nu_wPniw7L11cAGs=452" rel="noopener noreferrer nofollow" target="_blank"&gt;&lt;span&gt;Book a demo&lt;/span&gt;&lt;/a&gt;


&lt;/p&gt;
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&lt;h1&gt;&lt;strong&gt;Big Tech &amp; Startups&lt;/strong&gt;&lt;/h1&gt;
&lt;/div&gt;
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&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Farstechnica.com%2Fai%2F2026%2F09%2Fapple-reportedly-building-server-packed-with-m-series-ultra-chips-for-ai%2F%3Futm_source=tldrnewsletter/1/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/YD3Mfyas0-J1BHAYXMVwAUwY0pjAnhD4aNftizcsqFI=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Apple reportedly building server packed with M-series Ultra chips for AI (2 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Apple is working on an AI server powered by its M-series Ultra chips. It is expected to be released in 2029. The enterprise server will come with either two or four M8 Ultra chips. The project, which received support from John Ternus when it began a year ago, back when Ternus led Apple's hardware engineering efforts, will be Apple's first server to hit the market in nearly two decades.
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                                    &lt;span&gt;
                                        &lt;strong&gt;Snap Tries to Sell Consumers on the Idea of $2,195 Smart Glasses (8 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Snap's forthcoming Specs augmented reality glasses will launch later this year at $2,195. People will be able to try the glasses at select Verizon stores and purchase custom wireless data plans for them. There will be a higher-priced version at $2,395 that includes a carrying case with built-in cellular data connectivity.
                                &lt;/span&gt;
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&lt;div style="text-align: center;"&gt;&lt;span style="font-size: 36px;"&gt;🚀&lt;/span&gt;&lt;/div&gt;
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&lt;h1&gt;&lt;strong&gt;Science &amp; Futuristic Technology&lt;/strong&gt;&lt;/h1&gt;
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&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FQIXcBN/1/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/4FM7po2Wq-7FNTpmEcWDcPfl3Snh8tDkVaIWpgg8ZbI=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;OpenAI Discloses Six New Incidents of ‘Concerning' AI Behavior (5 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    OpenAI has revealed several more incidents involving its AI systems as part of its new framework for reporting misalignment. The company's AI systems hid mistakes, made up data, and moved miles onto the open internet without permission. The industry is currently in heated discussions about whether AI development needs to be slowed to address the technology's potential dangers. AI leaders have called for a pause in the technology's development to provide more time to build proper guardrails.
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&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.npr.org%2F2026%2F09%2F16%2Fnx-s1-5968873%2Flab-mouse-human-brain-cells-organoid-disease-ethics%3Futm_source=tldrnewsletter/1/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/VrmoqacXqJ3EpqTMCaYP6JDfXlxctP2o3eoGLa7TnMI=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Mice with human brain cells offer a tool to study disease. Ethicists ask: What's next? (7 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Researchers have developed a technique for installing millions of human brain cells into mice. The scientists bred mice that were missing most of their cerebral cortexes and then replaced a large part of those missing mouse cells with lab-grown human brain cells. This resulted in mice with human neurons that could be altered to approximate human brain conditions. The technique could potentially create better scientific models for studying neurodegenerative disease.
                                &lt;/span&gt;
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&lt;div class="text-block"&gt;
&lt;div style="text-align: center;"&gt;&lt;span style="font-size: 36px;"&gt;💻&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

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&lt;div class="text-block"&gt;
&lt;div style="text-align: center;"&gt;

&lt;h1&gt;&lt;strong&gt;Programming, Design &amp; Data Science&lt;/strong&gt;&lt;/h1&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

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&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fref.wisprflow.ai%2Ftldr-sep17-secondary-headline%3Futm_source=tldrnewsletter/1/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/mQqMlkRkIiaUN_6X4HM-_hAG28bJdY516u9kiQNatiI=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Your follow-ups are only as good as your meeting notes (Sponsor)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
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&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    A recap with the wrong number. A customer quote that came out garbled. Wispr Flow Notetaker gets the hard words right, keeps every meeting searchable, and sends that context into Claude or ChatGPT. Available now for Mac and Windows, free to try.&lt;p&gt;&lt;/p&gt;&lt;p&gt;&lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fref.wisprflow.ai%2Ftldr-sep17-secondary-cta1/1/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/8S1scWGZRHcBP83hrCef0ZSf5eaWCh4VuMukrRcQtoA=452" rel="noopener noreferrer nofollow" target="_blank"&gt;&lt;span&gt;Get Notetaker free&lt;/span&gt;&lt;/a&gt; | &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fref.wisprflow.ai%2Ftldr-sep17-secondary-cta2/1/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/M2D94vR4Vpqd75_tfR_GeoEdT73Fmct7s0109cjj6hk=452" rel="noopener noreferrer nofollow" target="_blank"&gt;&lt;span&gt;See how it works&lt;/span&gt;&lt;/a&gt;


&lt;/p&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding: 15px 15px;"&gt;
&lt;div class="text-block"&gt;
&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fsupport.google.com%2Fgooglehome%2Fthread%2F467705013%2Fintroducing-home-mcp-enabling-your-agent-to-interact-with-your-home%3Futm_source=tldrnewsletter/1/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/4dZNQpmgxLedUKNPzEWXXvg61-CJ1UTxZUNqyl5Kj6Y=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Introducing Home MCP: enabling your agent to interact with your home (2 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Google has opened early access to Model Context Protocol for Google Home in English for Google Home Premium Advanced users in the US. Any agent that supports calling MCP tools can now interact with all of the devices and event history in the Google Home ecosystem. The MCP allows agents to analyze and answer questions about home activity, summarize camera footage across rooms, manage devices, and create smart home dashboards using everyday language. It contains safety protections, such as prohibiting sensitive actions like unlocking doors, but depending on the agent, using the MCP can result in unexpected or even undesired behavior.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

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&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Frohanbansal.com%2Fqorl%3Futm_source=tldrnewsletter/1/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/u8etekonXiajEZTv0PFuJB83-HU7Cnn2HWrOWBL3ins=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Training a 4B model to produce 81% faster query plans than Postgres (66 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Query optimizers continue to leave much to be desired despite an enormous body of research. A Postgres database should know everything about the stuff that lives in its tables, but the problem is enormously hard. What's not as hard is verifying whether a query plan an optimizer picks is good or not. Language models are particularly good at learning how to do tasks with easily verifiable outputs. A small, open-weights model can be post-trained via supervised fine-tuning and agentic reinforcement learning to produce Postgres query plans that beat Postgres' default plans.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

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&lt;div class="text-block"&gt;
&lt;div style="text-align: center;"&gt;&lt;span style="font-size: 36px;"&gt;🎁&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

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&lt;div class="text-block"&gt;
&lt;div style="text-align: center;"&gt;&lt;strong&gt;&lt;h1&gt;Miscellaneous&lt;/h1&gt;&lt;/strong&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

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&lt;table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding: 15px 15px;"&gt;
&lt;div class="text-block"&gt;
&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fblog.ptidej.net%2Fread-the-history-not-just-the-code%2F%3Futm_source=tldrnewsletter/1/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/syvATZx85DXBKhGUvhleSlyH3GNr0WOUJeEpEcUtMPs=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Read the History, Not Just the Code (2 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Code can't explain things like the history can. You can't understand a codebase from its current state alone. AI models have no commit history. Nobody wrote down why it does things, so researchers have to reconstruct its thought processes from whatever traces are available.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding: 15px 15px;"&gt;
&lt;div class="text-block"&gt;
&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FdUFdxG/1/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/rUOb0mMsCCAveivJz7J7Lv6AAyrzBFTJSfdS12zuSsY=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Judge Orders Data Sharing and Other Fixes to Solve Google's Ad Tech Monopoly (5 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    While Google isn't required to break up its ad tech business, judges have mandated changes to the company's practices. The changes largely align with recommendations made by Google and the Justice Department to correct the company's monopolistic behavior. Google will make its ad pricing more transparent to marketers and rival ad businesses, and appoint a trustee to oversee the changes.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;


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&lt;div class="text-block"&gt;
&lt;div style="text-align: center;"&gt;&lt;span style="font-size: 36px;"&gt;⚡&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

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&lt;div style="text-align: center;"&gt;

&lt;h1&gt;&lt;strong&gt;Quick Links&lt;/strong&gt;&lt;/h1&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table bgcolor="" style="table-layout: fixed; width: 100%;" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td style="padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign="top"&gt;

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                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fbusiness.doordash.com%2Fen-us%2Fproducts%2Fmeal-manager%3Futm_source=TLDR%26utm_medium=Email%26utm_campaign=DB_US_EMA_NLI_TDR_DDW_WOR_TOF_OTH_ENG_61_CUSXXX_/1/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/cVg0oQo3UTJJmDF9yOid8j2ZcnFPhxCEdQMcWBb6lJ0=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Run your office meals on autopilot (Sponsor)&lt;/strong&gt;
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&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Skip the "What's for lunch?" Slacks. Get a pre-populated weekly meal calendar with your team's favorite lunch spots. It does everything – provides restaurants, sends reminders, and checks out orders automatically.&lt;p&gt;&lt;/p&gt;&lt;p&gt;&lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fbusiness.doordash.com%2Fen-us%2Fproducts%2Fmeal-manager%3Futm_source=TLDR%26utm_medium=Email%26utm_campaign=DB_US_EMA_NLI_TDR_DDW_WOR_TOF_OTH_ENG_61_CUSXXX_/2/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/yF9dZTpN0kiobpHUw2nRDhExK2hs5cMf_Wc06KQFq-s=452" rel="noopener noreferrer nofollow" target="_blank"&gt;&lt;span&gt;See how it works&lt;/span&gt;&lt;/a&gt;


&lt;/p&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

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&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fspyglass.org%2Fmetas-amusing-muse%2F%3Futm_source=tldrnewsletter/1/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/trfts6f-BsJbp_EWMRZEQd-NN_nS5APpzIPnrqHKMnQ=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Meta's Amusing Muse (16 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Meta's Muse is impressive, but there aren't that many companies with a worse tech brand when it comes to user trust.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

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&lt;div class="text-block"&gt;
&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fdavefriedman.substack.com%2Fp%2Fai-labs-want-compute-commitments%3Futm_source=tldrnewsletter/1/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/7Xd2C0dvJe55ZuyWQBNb8CzDipPy1L3NP9zjm9j_HnY=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;AI Labs Want Compute Commitments, and Their Customers Want Model Choice (9 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Filings describe hyperscaler contracts but reveal little about private labs' customer agreements.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding: 15px 15px;"&gt;
&lt;div class="text-block"&gt;
&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fscottaaronson.blog%2F%3Fp=10062%26utm_source=tldrnewsletter/1/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/vCaTN7o5xz8lzafWqqds5ue6Xyc2mt70k5uQ1e5DAx4=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;The Age of Wonders and Terrors (14 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    AI is permanently changing the way mathematical research is done.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

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&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fevents.www.cloudflare.com%2Fconnect2026%3Futm_medium=display%26utm_source=direct%26utm_campaign=2026-q3-acq-namer-connectivity-ge-he-general-connect/1/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/DGcGEqQ7pagqrni2FzaARC1g6DBh6nsE7pm8IF9Hhs8=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Build for the Agentic Internet at Cloudflare Connect 2026, Oct. 19-21 in San Francisco: (Sponsor)&lt;/strong&gt;
                                    &lt;/span&gt;
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&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    100+ sessions, five tracks, top speakers, hands-on labs, and practical AI, security, and networking guidance. &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fevents.www.cloudflare.com%2Fconnect2026%3Futm_medium=display%26utm_source=direct%26utm_campaign=2026-q3-acq-namer-connectivity-ge-he-general-connect/2/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/zJX0DH_GmSkWGiw90pEuQRIbXm6iN9nGAhIalPo4I7c=452" rel="noopener noreferrer nofollow" target="_blank"&gt;&lt;span&gt;Register Now&lt;/span&gt;&lt;/a&gt;
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&lt;div class="text-block"&gt;
&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fmarginalrevolution.com%2Fmarginalrevolution%2F2026%2F09%2Fwhat-regulatory-capture-actually-looks-like.html%3Futm_source=tldrnewsletter/1/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/BdiOaAlneQeMF9LQH9jiFk0fcNocruyISclFivhYpYU=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;What Regulatory Capture Actually Looks Like (4 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Regulatory capture is when the government slowly gains more and more power to regulate an industry and eventually becomes the industry's protector.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding: 15px 15px;"&gt;
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&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.seroundtable.com%2Fopenai-chatgpt-sponsored-agents-42104.html%3Futm_source=tldrnewsletter/1/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/6WDJpvEukfhxyTmGTok2ChO-BsBzXbgEeHVTwu9jxdE=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;OpenAI Testing Sponsored Agents For ChatGPT Ads (5 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    OpenAI's Sponsored Agents let people start a conversation with a business-sponsored agent after clicking an ad in ChatGPT.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

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&lt;div class="text-block"&gt;
&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fplanetscale.com%2Fblog%2Fintroducing-tin%3Futm_source=tldrnewsletter/1/010001a0aef4ce71-28b6991d-ee26-4dac-b2f3-47885a522652-000000/B7uGJeNL2cIeHTj1z5FYpxOcsEUdFpoFXnzO-z9ccVA=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Introducing TIN: full-text search for Postgres (22 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    TIN (Text INdex) is a fast, full-featured, and reliable full-text search extension for Postgres.
                                &lt;/span&gt;
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