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<div style="display: none; max-height: 0px; overflow: hidden;">Apple and Google have formed a partnership to power Apple's AI features with Google's Gemini model. Apple's future models will lean on Google's cloud </div>
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<h1><strong>TLDR <span id="date">2026-01-13</span></strong></h1>
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If QA is a bottleneck on your software engineering team and you're releasing slowly because of it, you must check out QA Wolf.<p></p><p>Their AI-native service gets engineering teams to <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawolf.com%2Fhow-it-works%3Futm_source=tldr%26utm_medium=newsletter%26utm_campaign=ACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20260113-None_Experiment-FALSE%26utm_term=body-80PercentAutomatedEndToEndTestCoverage%26utm_content=CutQACycles_ScheduleADemoToLearnMore_None_Headline%253ACutYourQACyclesDownToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20260113_v1_/1/0100019bb714d66d-e0c9fde1-d03b-49eb-9946-ac9582142fe0-000000/rcxjcERLK-1AYgCKzr7ZCbwSzQFV2wYNb7YPa44b9N4=439" rel="noopener noreferrer nofollow" target="_blank"><span>80% automated end-to-end test coverage,</span></a> and helps dev teams <strong>ship 5x faster</strong> by reducing QA cycles from hours to minutes.</p>
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<strong>Apple picks Google's Gemini to run AI-powered Siri coming this year (4 minute read)</strong>
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Apple and Google have formed a multiyear partnership to power Apple's AI features with Google's Gemini model. Apple's future foundation models will lean on Google's cloud technology. Models will continue to run on Apple devices and the company's private cloud compute. The terms of the deal have not been made public, but in August, Apple was reportedly planning to pay about $1 billion a year to utilize Google's AI.
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Meta Compute is a new initiative by Meta aimed at securing the enormous amounts of computing power the company's AI models need. Meta plans to build tens of gigawatts this decade as it races to develop superhuman untell agency. The company named Dina Powell McCormick as the new president and vice chair on Monday. Powell McCormick will work on developing partnerships with governments to finance and deploy data centers across the world.
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<strong>Nvidia to Invest $1 Billion in AI Drug Laboratory With Eli Lilly (4 minute read)</strong>
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fsimonwillison.net%2F2026%2FJan%2F12%2Fclaude-cowork%2F%23atom-everything%3Futm_source=tldrnewsletter/1/0100019bb714d66d-e0c9fde1-d03b-49eb-9946-ac9582142fe0-000000/ODkvy_nUPM88NKy1Cwp2fMRAgAqRX7srzdT5IDgx_sA=439">
<span>
<strong>First impressions of Claude Cowork, Anthropic's general agent (8 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Claude Cowork is a general agent with a UI now available as a research preview to Max subscribers as part of the updated Claude Desktop macOS application. It looks very similar to the desktop interface for regular Claude Code. The general agent is designed to bring the powerful capabilities of Claude Code to a wider audience with a less intimidating interface. Screenshots of the feature are available in the article.
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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%2Freducibleerrors.com%2Fthe-veblen-economy%2F%3Futm_source=tldrnewsletter/1/0100019bb714d66d-e0c9fde1-d03b-49eb-9946-ac9582142fe0-000000/-kAsXSzB-pl2BJm6mjxF2mJo8KwHiwQqTpYphRUbrpY=439">
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<strong>The AI-powered Veblen economy (9 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
We will still want human-sourced goods and services in the future. Humans have been shown to be incredibly creative when manufacturing scarcity for the purpose of playing status games. This ability is increasing, and the trend is accelerating. Humans will be able to create enough scarcity to employ people to produce artisan goods.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fpost.substack.com%2Fp%2Fthe-ai-revolution-is-here-will-the%3Futm_source=tldrnewsletter/1/0100019bb714d66d-e0c9fde1-d03b-49eb-9946-ac9582142fe0-000000/uI1PeNzQj2ArgGxV6mdw1IBN4Px5xJt3zM_2uz9bZvw=439">
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<strong>The AI revolution is here. Will the economy survive the transition? (37 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
This post contains a conversation between Michael Burry, Dwarkesh Patel, Patrick McKenzie, and Jack Clark on the AI revolution and its impact on the economy. Burry, who called the subprime mortgage crisis when everyone else was buying in, is skeptical of the trillions powering into AI infrastructure. Clark is one of Anthropic's co-founders, and McKenzie and Patel have interviewed many people across the industry.
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<div style="text-align: center;"><span style="font-size: 36px;">⚡</span></div></div>
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<h1><strong>Quick Links</strong></h1>
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fhardcoresoftware.learningbyshipping.com%2Fp%2F237-ces-2026-the-future-is-here-and%3Futm_source=tldrnewsletter/1/0100019bb714d66d-e0c9fde1-d03b-49eb-9946-ac9582142fe0-000000/rXkaWHDAcC7whJeLth_6WeMXOkG1XcDILPx4m7sz0ns=439">
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<strong>CES 2026 – “The Future Is Here” and “Innovators Show Up” #CES2026 (64 minute read)</strong>
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This year's CES had a lot of extremely solid advances in things that matter.
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<strong>Apple: You (Still) Don't Understand the Vision Pro (16 minute read)</strong>
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The Vision Pro has the potential to be a way to experience any live experience in the world on demand.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fsherwood.news%2Ftech%2Fmeta-reportedly-plans-to-cut-about-10-of-employees-in-reality-labs-metaverse%2F%3Futm_source=tldrnewsletter/1/0100019bb714d66d-e0c9fde1-d03b-49eb-9946-ac9582142fe0-000000/aLNVwy4-kreKI7oXmfRPAH_T3nb2YDWPTDjN2BkhClI=439">
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<strong>Meta reportedly plans to cut about 10% of employees in Reality Labs' metaverse business (1 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Employees working on the metaverse are the target of the cuts.
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<strong>AI Agents Are a Stress Test for Your Dev Stack (5 minute read)</strong>
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AI agent loops expose how brittle, non-standard, and half-tribal our development environments really are.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.codesimplicity.com%2Fpost%2Fwhat-is-an-engineer%2F%3Futm_source=rss%26utm_medium=rss%26utm_campaign=what-is-an-engineer/1/0100019bb714d66d-e0c9fde1-d03b-49eb-9946-ac9582142fe0-000000/zYZdhl9kSpTADrGw6vLyVzr0wkKcqkkfxt54koTnfHY=439">
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<strong>What is an Engineer? (22 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Engineers make the right observations, make the right decisions, and take the right actions, in the right sequence, to accomplish the right intentions.
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<strong>Behind the Unraveling of Apple's Credit-Card Partnership With Goldman Sachs (11 minute read)</strong>
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Apple decided to move from Goldman to JPMorgan, ending Goldman's consumer-lending journey.
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