Email: Gemini 3.8 Flash ⚡️, Muse Spark 1.3 🧠, world modeling with Fable 5.1 🌍

Subject:
Gemini 3.8 Flash ⚡️, Muse Spark 1.3 🧠, world modeling with Fable 5.1 🌍
Received:
9/3/2026, 11:11:35 AM
From:
"TLDR Dev" <dan@tldrnewsletter.com>
To:
silk.theater.56@fwdnl.com
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&lt;div style="display: none; max-height: 0px; overflow: hidden;"&gt;Gemini 3.8 Flash improves coding, long-running agent tasks, and specialized reasoning while retaining 3.7 Flash&#039;s introductory price of $0.75&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;h1&gt;&lt;strong&gt;&nbsp;TLDR Dev &lt;span id="date"&gt;2026-09-03&lt;/span&gt;&lt;/strong&gt;&lt;/h1&gt;
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                                    Buildkite, the pro-tool that hands you building blocks for CI orchestration and then gets out of the way.&lt;p&gt;&lt;/p&gt;&lt;p&gt;Enough with constant downtime. No more band-aids or burden.&lt;/p&gt;&lt;p&gt;We provide programmable primitives you co-ordinate, running only what changes, across any cloud, any chip, your secrets, your infra.&lt;/p&gt;&lt;p&gt;Control without compromise. Build faster, more securely, more reliably, with the CI engineered for frontier scale, used by the teams setting the pace.&nbsp;&lt;/p&gt;&lt;p&gt;&lt;strong&gt;You deserve better CI. Start with our 30-day trial. &lt;/strong&gt;&lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fbuildkite.com%2Fpricing%2F%3Fbk_pid=20260522-TLD-PRI-primary-trial%26utm_source=tldr%26utm_medium=newsletter%26utm_campaign=tldr-2026-05-22%26utm_content=primary-trial_cta_building_cta_kick_tires_cta_kick_tires%26utm_id=20260522-TLD-PRI-primary-trial/1/010001a066f78f78-c67be033-1d30-46e6-aa50-9f165dc5ef2a-000000/IYft6h1kzD5N5ocXTiV2GfUAZ9RRvDpRBv2sntVWLOU=452" rel="noopener noreferrer nofollow" target="_blank"&gt;&lt;span&gt;&lt;strong&gt;Kick the tires →&lt;/strong&gt;&lt;/span&gt;&lt;/a&gt;


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

&lt;h1&gt;&lt;strong&gt;Launches &amp; Tools&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 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;

&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%2Fworkos.com%2Fblog%2Fdelegated-access-for-ai-agents%3Futm_source=tldrdev%26utm_medium=newsletter%26utm_campaign=q32026/1/010001a066f78f78-c67be033-1d30-46e6-aa50-9f165dc5ef2a-000000/IbYRyp9pAohyhrpG0ifF59d7GaAMOyxmd6Rfk5aYUqQ=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Don't give your agent a token. Give it a task (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;
                                    What happens when you give your agent an access token and it gets hijacked? &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fworkos.com%2Fblog%2Fdelegated-access-for-ai-agents%3Futm_source=tldrdev%26utm_medium=newsletter%26utm_campaign=q32026/2/010001a066f78f78-c67be033-1d30-46e6-aa50-9f165dc5ef2a-000000/KHK2us0MOljDZYod-zwVp-Ah32RE6aXn22kCrn-D57M=452" rel="noopener noreferrer nofollow" target="_blank"&gt;&lt;span&gt;Relay&lt;/span&gt;&lt;/a&gt; keeps the credential at WorkOS, attaches it only when needed, and releases it only to allowlisted hosts. A hijacked agent session becomes a live process you can kill. You can't leak something you never had. &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fworkos.com%2Fblog%2Fdelegated-access-for-ai-agents%3Futm_source=tldrdev%26utm_medium=newsletter%26utm_campaign=q32026/3/010001a066f78f78-c67be033-1d30-46e6-aa50-9f165dc5ef2a-000000/TqOgz5YqpnSLF5tTJXnCNwTl03Gh-CTxZs-9pp7C0cU=452" rel="noopener noreferrer nofollow" target="_blank"&gt;&lt;span&gt;Read the blog&lt;/span&gt;&lt;/a&gt;
&lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
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&lt;div class="text-block"&gt;
&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fblog.google%2Finnovation-and-ai%2Fmodels-and-research%2Fgemini-models%2F3-8-flash-and-3-8-flash-cyber%2F%3Futm_source=tldrdev/1/010001a066f78f78-c67be033-1d30-46e6-aa50-9f165dc5ef2a-000000/UTdUUpTLotlEYJjR79rNjgOJKB8mrSK97BzTuWyunAM=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Introducing Gemini 3.8 Flash and Gemini 3.8 Flash Cyber (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;
                                    Gemini 3.8 Flash improves coding, long-running agent tasks, and specialized reasoning while retaining 3.7 Flash's introductory price of $0.75 per million input tokens and $3.75 per million output tokens. Google also introduced 3.8 Flash Cyber for trusted defenders, reporting a success rate above 70% on an internal vulnerability-discovery benchmark spanning 20 programming languages and near-frontier performance on automated patching.
                                &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%2Fdeveloper.meta.com%2Fai%2Fmodels%2Fmuse-spark%2F%3Futm_source=tldrdev/1/010001a066f78f78-c67be033-1d30-46e6-aa50-9f165dc5ef2a-000000/zXSl1fjM7ZRb84VrOLgqYM7-dsCsYPkS1824uCxfbA8=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Muse Spark 1.3 (Website)&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;
                                    Muse Spark 1.3 is Meta's updated model for long-running agentic and coding workflows. It better tracks prior work, handles messy or conflicting context, asks for clarification when needed, and uses roughly 20% fewer tool calls and 25% fewer tokens than Muse Spark 1.2 in Meta's internal coding comparisons.
                                &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%2Fuppy.io%2Fblog%2Fuppy-6.0%2F%3Futm_source=tldrdev/1/010001a066f78f78-c67be033-1d30-46e6-aa50-9f165dc5ef2a-000000/Z1Y0htqJiGJ7gBxlNJDcbm199F32McPPrfDUbJhsDgo=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Uppy 6.0: fewer packages, fewer moving parts, and a robust S3 Plugin (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;
                                    Uppy 6.0 rewrites its AWS S3 plugin around three explicit signing modes and adds direct support for S3-compatible services like Cloudflare R2, MinIO, and DigitalOcean Spaces. It also folds four frequently duplicated packages into Uppy Core, improves multipart-upload reliability and recovery, and tightens supply-chain protections.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&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;

&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;

&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%2Ftrellner.com%2Freports%2Fmanufactured-sources-behind-ai-recommendations%2F%3Futm_source=tldrdev/1/010001a066f78f78-c67be033-1d30-46e6-aa50-9f165dc5ef2a-000000/BKr4Wj2J_O1ODnOKpTWSTT86OXA-VbTgeND0UA8Ciw4=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Three sites made 215,128 “best software” pages for AI. Perplexity cites them (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;
                                    Trellner queried two Perplexity models across 380 software categories and found that 59.8% of their 7,534 citations came from domains outside the 100,000 most-visited websites. Three apparently connected sites alone had published 215,128 machine-generated recommendation pages, highlighting how AI retrieval systems can ground purchase recommendations in content designed primarily for machines.
                                &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%2Fwasmi-labs.github.io%2Fblog%2Fposts%2Fwasmi-v2.0%2F%3Futm_source=tldrdev/1/010001a066f78f78-c67be033-1d30-46e6-aa50-9f165dc5ef2a-000000/jMeGuDg3CxGzCBZ6eVKeRBqUYlSCvXUZwwQXqhuXebE=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Wasmi 2.0: Engineering one of the fastest Wasm interpreters (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;
                                    Wasmi 2.0 runs about 2.2 times faster than Wasmi 1.0 across its benchmark suite while preserving its strong startup performance. The Rust-based WebAssembly interpreter gains four instruction-dispatch modes, a fixed 64-bit cell representation, smaller binary options, stable fuel metering, and support for WebAssembly's deterministic profile.
                                &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;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;

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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%2Fwww.baseten.co%2Fresources%2Fwebinar%2Fexecutive-briefing-on-glm-5_3%2F%3Futm_source=tldr_newsletter%26utm_medium=paid_newsletter%26utm_campaign=acquisition_GLM-5.3_2026-08-28%26utm_content=tldr_dev_2026_09_03/1/010001a066f78f78-c67be033-1d30-46e6-aa50-9f165dc5ef2a-000000/78ny8XN5xFdHWYlv5kusAKO7MBg9ufdcHFkHq31Z9ac=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Executive briefing on GLM-5.3, live September 8, 11 AM PT (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;
                                    Artificial Analysis and Baseten on Terminal-Bench 3.0 going 4.6% to 28.3%, and what it means for your workflows.&lt;p&gt;&lt;/p&gt;&lt;p&gt;&lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.baseten.co%2Fresources%2Fwebinar%2Fexecutive-briefing-on-glm-5_3%2F%3Futm_source=tldr_newsletter%26utm_medium=paid_newsletter%26utm_campaign=acquisition_GLM-5.3_2026-08-28%26utm_content=tldr_dev_2026_09_03/2/010001a066f78f78-c67be033-1d30-46e6-aa50-9f165dc5ef2a-000000/tXxG9EqMmuJKaLTTBkxXtbkhlQNxhBZ8sfnKY12NLvQ=452" rel="noopener noreferrer nofollow" target="_blank"&gt;&lt;span&gt;Save your seat&lt;/span&gt;&lt;/a&gt;
&lt;br&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%2Fgithub.com%2FPhiloLabs%2Ffable51-worlds%3Futm_source=tldrdev/1/010001a066f78f78-c67be033-1d30-46e6-aa50-9f165dc5ef2a-000000/HzQY8huSvA1lYnwxb0IG1aTeKoa8XcSKxFwXSBYnjbk=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Fable 5.1 World Modeling (GitHub Repo)&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;
                                    Claude Fable 5.1 agent swarms autonomously researched, modeled, and quality-checked browser-native 3D reconstructions of real places, shipping each world as a plain Three.js application.
                                &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%2Fopenteams.com%2Fintelligence-vs-cost%2F%3Futm_source=tldrdev/1/010001a066f78f78-c67be033-1d30-46e6-aa50-9f165dc5ef2a-000000/F4mG4-VFmpG_kdq1BXAxhyCFsYde2_vlB0h6a4Akwb0=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;LLMs: Intelligence vs. cost (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;
                                    Most users can satisfy the majority of their needs with models costing a fraction of the frontier options.
                                &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%2Fcursor.com%2Fblog%2Fself-hosted-machines%3Futm_source=tldrdev/1/010001a066f78f78-c67be033-1d30-46e6-aa50-9f165dc5ef2a-000000/Mra1W9fLV7fovhh7iWHoWdSnUgKG1zZ5OYTtsvSxESg=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Run cloud agents on machines you manage (6 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;
                                    Cursor's Self-Hosted Machines let cloud agents execute tools against internal services, custom hardware, and private repositories on dynamically scheduled infrastructure you manage, while planning and inference remain in Cursor's cloud.
                                &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%2Ftomtunguz.com%2Fai-productivity-doesnt-mean-what-i-think%3Futm_source=tldrdev/1/010001a066f78f78-c67be033-1d30-46e6-aa50-9f165dc5ef2a-000000/xMJfmOkimpikwvTfVEKgERx0HUGeSc-Wl9rHz6Zj8XU=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;AI Productivity Doesn't Mean What I Thought It Means (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;
                                    Tomasz Tunguz found that AI did not reduce his median 136 line-level edits per article, but it raised his writing's quality floor.
                                &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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