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<div style="display: none; max-height: 0px; overflow: hidden;">OpenAI appears to be implementing a new feature that helps ChatGPT write in users' voices by referencing examples from their connected apps </div>
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<h1><strong>TLDR <span id="date">2026-09-08</span></strong></h1>
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<strong>Everyone is lying to your CRM (Sponsor)</strong>
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Not on purpose! But stages are always optimistic and close dates go stale. People are busy... <p></p><p><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flightfield.app%2Fclp%2Fdefault-2%3Futm_source=newsletter%26utm_medium=paid%26utm_campaign=tldr%26utm_content=primary_9-8-2026_Body_lightfield/1/010001a08095703e-885faa40-9f55-4770-b6a3-6e66bc840b9c-000000/YjJ5atW1fMeYj2cmeb4xgYmUhvKhnKMNr-Q-qcnLkzQ=452" rel="noopener noreferrer nofollow" target="_blank"><span>Lightfield</span></a> is the agentic CRM that builds the record from the conversations themselves, capturing every email, call, and meeting as it happens. So the questions your CRM could never answer, this one can.</p>
<p>Ask <strong>"Why do we keep losing to Competitor X, with quotes from the actual calls."</strong> Get real answers and <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flightfield.app%2Fclp%2Fdefault-2%3Futm_source=newsletter%26utm_medium=paid%26utm_campaign=tldr%26utm_content=primary_9-8-2026_Body_evidence/1/010001a08095703e-885faa40-9f55-4770-b6a3-6e66bc840b9c-000000/OzUL0N5KcGL0KJv-eeVZYBL7LZOhVMUaVPbF054ASbA=452" rel="noopener noreferrer nofollow" target="_blank"><span>see the evidence.</span></a></p>
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<strong>ChatGPT May Soon Learn Your Writing Style From Your Slack or Gmail (2 minute read)</strong>
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OpenAI appears to be implementing a new feature that helps ChatGPT write in users' voices by referencing examples from their connected apps. Some users have had the feature for weeks, but the company has yet to officially announce the tool. OpenAI often tests new ideas with select users ahead of launch. The article includes a screenshot of the feature interface.
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<strong>ByteDance Joins AI Elite in Race to Perfect World Models (5 minute read)</strong>
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ByteDance is preparing to launch a real-time spatial video AI model. The model will be able to create interactive virtual worlds. It will also be able to generate virtual worlds that respond to Pico VR headset users' voices and movements. ByteDance is planning a launch as soon as next month.
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<strong>Early Data Indicates an AI-Generated Drug Could Slow Aging (2 minute read)</strong>
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Rentosertib is a drug created with the assistance of AI. The AI originally indicated that the drug could help treat patients suffering from a chronic lung disease, but data from clinical trials show it could also slow the aging process. The drug reduced the biological markers of age as measured by six 'aging clocks', a different kind of AI technology designed to predict a person's morbidity and mortality. While the drug shows promise, it is still years away from regulatory approval, even for use in sick patients.
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<strong>XPeng starts IRON humanoid robot production as Tesla Optimus stalls (5 minute read)</strong>
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XPeng has started production for its IRON robot. Its production line runs with more than 80% of its core processes automated. The company's robot went viral last year as its walk was so smooth that people accused XPeng of hiding a person in a costume. XPeng is targeting mass production by the end of the year.
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<strong>Your AI agents need guardrails and boundaries (Sponsor)</strong>
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What are your AI agents doing? What do they have access to? Teleport gives you answers and helps you set boundaries to contain and control them. Monitor and audit agent behavior to better understand the risks related to AI in your environment. <p></p><p><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ffandf.co%2F46lGOEt/1/010001a08095703e-885faa40-9f55-4770-b6a3-6e66bc840b9c-000000/lQWNhU3lNGwB3DBBJP2dzRT0NrD8hnS-ZwlmuEev1A0=452" rel="noopener noreferrer nofollow" target="_blank"><span>Join Teleport September 17th to learn more.</span></a>
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<strong>How well do agents use test/verification techniques? (68 minute read)</strong>
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It's easier than ever to hit a particular quality bar by having coding agents use effective test techniques. However, software quality seems to be getting worse. This indicates that whatever defaults developers are using might not work very well. This study tests whether simple instructions to agents to use particular techniques or libraries improve implementation correctness. It found that agents tend to either just write the tests they would normally write, but inside a framework for a different type of test technique, or they'll use a technique superficially but not really do the things that get the value out of the technique.
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<strong>The Year Finding and Exploiting Bugs Became Cheap, and What to Do About It (13 minute read)</strong>
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Over the next few years, offensive capability will become abundant. More people will be able to inspect every valuable project and exploit vulnerabilities. Handling critical bugs in a timely manner will become the most challenging and important task for defenders. Having good security infrastructure and integration will be a must. AI-assisted formalization will lower some of the cost, but writing the right specification and connecting proofs to production code will remain challenging.
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<div style="text-align: center;"><strong><h1>Miscellaneous</h1></strong></div>
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<strong>Product Manager, Applied AI at TLDR ($200k base + $60k bonus, Fully Remote)</strong>
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