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<div style="display: none; max-height: 0px; overflow: hidden;">Nvidia has created a lab where robot makers and customers can run safety tests before going to regulators to receive the necessary certifications </div>
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<h1><strong>TLDR <span id="date">2026-06-23</span></strong></h1>
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<strong>The 100x org went viral. Here's the AI behind it. (Sponsor)</strong>
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You saw<strong> </strong><a href="http://tracking.tldrnewsletter.com/CL0/http:%2F%2Fclickup.com%2Fbrain%2Factivate%3Futm_source=tldr%26utm_medium=newsletter%26utm_campaign=tldr_newsletter_ar_nnc_pro_trial_all-devices_cpc_lp_brain2-launch-2026_all-departments_x_tldr-flagship-primary/3/0100019ef3fec533-b4fec828-fa6a-47e2-9a5d-fbc21cc72cab-000000/j-5CX2-B6D4PjKXeWE-fvDagNqofEOCcUNaWPoxtF48=452" rel="noopener noreferrer nofollow" target="_blank"><span><strong>the 100x org</strong></span></a><strong>.</strong> 4,200 agents. 1,100 humans. 4:1 agent-to-human ratio, output up, costs down.
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<p>NOT because of more tokens... because of <a href="http://tracking.tldrnewsletter.com/CL0/http:%2F%2Fclickup.com%2Fbrain%2Factivate%3Futm_source=tldr%26utm_medium=newsletter%26utm_campaign=tldr_newsletter_ar_nnc_pro_trial_all-devices_cpc_lp_brain2-launch-2026_all-departments_x_tldr-flagship-primary/4/0100019ef3fec533-b4fec828-fa6a-47e2-9a5d-fbc21cc72cab-000000/qLx_j8P3cFD2Fu3GX-5KXORP1vLC5QTZ-SI9pxOHC7s=452" rel="noopener noreferrer nofollow" target="_blank"><span><strong>ONE company BRAIN</strong></span></a><strong>.</strong></p>
<p>LLMs are just <em>AVERAGE</em> without context.</p>
<p>You NEED AI that <strong>automatically injects the PERFECT context </strong>every single time.</p>
<p><strong>ClickUp's Context Engine</strong> processes everything with an LLM to ensure <strong>self-organizing memory</strong> is passed on the fly.</p>
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<li><strong>Self-Improving</strong>: Company AI</li>
<li><strong>Self-Updating</strong>: Memory and Wikis</li>
<li><strong>Multiplayer</strong>: Cowork with humans <em>and</em> AI</li>
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<p><strong>Brain² just beat Claude and ChatGPT</strong> nearly 100% of the time.</p>
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Nvidia has created a lab where robot makers and customers can run safety tests before going to regulators to receive the necessary certifications. Engineers at the lab can help with pre-inspection work and engineering tweaks as needed. Robot safety design is much more complicated than safety design for autonomous vehicles, which generally just involves avoiding contact with people and other objects. Robots need to be able to know what things they can or can't touch, move, or exert force on.
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<strong>SpaceX is launching a secret spacecraft that could change how things are made in space (3 minute read)</strong>
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<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
It's a mistake to use AI to nitpick a few lines of code here and there. LLMs now catch high-severity vulnerabilities, so individual line reviews aren't needed. A human code reviewer's role is now to transfer knowledge to the AI that it doesn't know. This workflow is best in places where each line of code isn't sacred.
</span>
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<div style="text-align: center;"><span style="font-size: 36px;">🎁</span></div></div>
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<div style="text-align: center;"><strong><h1>Miscellaneous</h1></strong></div>
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech%2F4028e55e-b0f0-433c-8f61-8886d7e07c29%3Futm_source=tldrnewsletter/1/0100019ef3fec533-b4fec828-fa6a-47e2-9a5d-fbc21cc72cab-000000/0L_hDpLBjqTnzbbdyp3eyMHbjwBWkWVBQoEUkPrGJuE=452">
<span>
<strong>TLDR is hiring a Senior PMM ($180k-$225k base + $40-50k annual target bonus, Fully Remote)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
We're hiring a senior PMM to own product marketing at TLDR. You'll define our positioning, build out sales enablement, and lead every launch. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech%2F4028e55e-b0f0-433c-8f61-8886d7e07c29/1/0100019ef3fec533-b4fec828-fa6a-47e2-9a5d-fbc21cc72cab-000000/cCnMk4JeZM4rTZWQF_FdHRy6oUBp3XRd94kF6V6fESY=452" rel="noopener noreferrer" target="_blank"><span>Learn more</span></a>.
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<span>
<strong>Google Investing in ‘Backrooms' Studio A24 (5 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Google is investing in A24, the independent movie studio that released the hit, 'Backrooms'. The investment is part of a new AI research partnership between the two companies aimed at creating new tools for movie production and distribution. The multiyear, nonexclusive deal will likely involve the studio's roster of artists, but it won't give Google access to A24's data. A24 is already developing an application for AI-generated storyboards.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.engadget.com%2F2199458%2Fmeta-is-pausing-employee-tracking-program-after-it-let-the-whole-company-see-sensitive-data%2F%3Futm_source=tldrnewsletter/1/0100019ef3fec533-b4fec828-fa6a-47e2-9a5d-fbc21cc72cab-000000/Av13o4HgCIJ3NkWnyDfgWeI6SB6v7PLovnGFg-oSYf0=452">
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<strong>Meta Is 'Pausing' Employee Tracking Program After It Let The Whole Company See Sensitive Data (1 minute read)</strong>
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Meta has suspended its Model Capability Initiative, the AI training program that tracks its employees' key strokes and mouse movements. The program caused private conversations, performance data, and transcriptions to be made available to the entire Meta staff. Meta says there's no indication that the data was improperly accessed.
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<h1><strong>Quick Links</strong></h1>
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<strong>Nearly Half of LG Smart TV Apps Are Laced with Proxies (12 minute read)</strong>
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Residential proxies are being embedded within screensavers, games, clocks, and novelty apps.
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<strong>Cloudflare teams up with Chrome, Firefox, and Edge on a privacy-first anti-bot protocol (4 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
PACT is an internet protocol that verifies whether web traffic is legitimate without tracking users.
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<strong>Meta's WhatsApp head to step down, will be replaced by Indian fintech founder Kunal Shah (2 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Kunal Shah founded Cred, a credit card payments platform that rewards users who pay their bills on time.
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<strong>Migrate without the manual rework with Azure Copilot Migration Agent (Sponsor)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
<strong>Microsoft Azure's Copilot Migration Agent turns complex migration data into clear answers. Through natural language prompts you can evaluate readiness, risk, and ROI to make confident decisions. </strong><a class="Hyperlink SCXW80352807 BCX0" href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ffandf.co%2F4uokHqN/1/0100019ef3fec533-b4fec828-fa6a-47e2-9a5d-fbc21cc72cab-000000/r0IQKAdLlbOfE8oN4DbWOHTm4fdyYledOtv6-kdz6Hc=452" rel="noreferrer noopener" target="_blank"><span><strong>Read the playbook</strong></span></a><strong>. </strong>
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<span>
<strong>Trump Seeks to Boost Quantum Computing With New Executive Orders (3 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
President Donald Trump has signed a pair of executive orders aimed at speeding up the development of advanced quantum computers and mitigating the security threats they present.
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<span>
<strong>An agent capability library (2 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
An AI capability index lists the things agents can do, each with a short description of when to use it and a pointer to a doc that explains how.
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<strong>Why American data centers can't plug in (23 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
The US has the energy to power the AI infrastructure buildout, but grid operators are significantly backlogged.
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