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  • OpenAI research automation πŸ€–, Tim Cook's role πŸ’Ό, agent secrets πŸ‘¨β€πŸ’»

    From TLDR@VERT to [email protected] on Mon Sep 7 10:38:16 2026
    OpenAI believes that Artificial General Intelligence must be
    democratically governed for it to benefit all humanity. This can only happenΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ Β β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ β€ŒΒ 


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    TLDR

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    BIG TECH & STARTUPS

    RESEARCH ACCELERATION: THE VIEW INSIDE OPENAI (15 MINUTE READ) [5]

    OpenAI believes that Artificial General Intelligence must be
    democratically governed for it to benefit all humanity. This can only
    happen through an informed public debate on the capabilities, risks,
    and safeguards of highly capable AI systems. The company has released
    details of its progress towards Recursive Self-Improvement (RSI) in
    recent months. It plans to continue to be transparent about its
    progress with RSI and believes that other companies should be required
    to publicly track their progress as well.

    TIM COOK'S CEO-LIKE PAY PACKAGE SHOWS HE ISN'T GOING ANYWHERE (13
    MINUTE READ) [6]

    Tim Cook remains a powerful center of gravity at Apple. He will play
    an especially crucial role in certain areas, such as the company's
    dealings with the US and China, and its handling of the memory
    shortage. Cook will get a base salary of $2 million, twice the typical
    base salary of senior vice presidents and members of the C-suite. He
    will also receive cash bonuses and stock units that vest over time.
    The salary clearly shows that Cook's role will be very active.

    πŸš€

    SCIENCE & FUTURISTIC TECHNOLOGY

    TRAVIS KALANICK'S ATOMS MIGHT BE GETTING INTO THE ROBOTAXI BUSINESS
    (1 MINUTE READ) [7]

    Atoms, founded by Uber founder Travis Kalanick, is reportedly
    preparing for a hiring and acquisition spree. The company is also in discussions with Uber about how Uber can use Atoms' robotaxi
    technology. Uber has invested $100 million in Atoms. Kalanick has been
    cagey about his plans for the startup, but the recent moves could make
    it a major player in the autonomous vehicle industry.

    THE CURIOUSLY PLAYABLE UNIVERSE (41 MINUTE READ) [8]

    A domain becomes playable when enough of its complexity can be
    compressed into a state where there is some reasonably stable
    repertoire of actions, interactions can be repeated, outcomes provide
    feedback about better and worse play, and the environment is
    stationary enough that lessons learned yesterday remain useful
    tomorrow. None of these conditions need to be perfect, as playability
    is a matter of degree. Far more of reality than we have previously
    expected can be turned into a game. Once something can be turned into
    a game, then it's possible to create a system that can beat it.

    πŸ’»

    PROGRAMMING, DESIGN & DATA SCIENCE

    LIVE BRIEFING: EVALUATING GLM-5.3 FOR PRODUCTION (SPONSOR) [9]

    GLM-5.3 lifts Terminal-Bench 3.0 from GLM-5.2's 4.6% to 28.3%, and
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    Artificial Analysis and Baseten discuss benchmarking each against your
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    Save your seat [10]

    I TRUST MY CODING AGENTS WITH PRODUCTION SECRETS NOW (3 MINUTE READ)
    [11]

    Security is always a productivity-risk tradeoff. Not giving access to
    agents can slow things down significantly. Frontier models are getting
    better and better at distinguishing real from malicious instructions
    in the content they read. We may end up trusting agents with access
    more than humans as models improve.

    TERRAFORM IN LEAN 4: IF IT COMPILES, IT WILL LIKELY DEPLOY (26 MINUTE
    READ) [12]

    infra is an infrastructure-as-code tool that does what Terraform
    does. Users declare what resources they want, and infra looks at what
    their cloud accounts actually contain and reconciles the difference.
    This post details how its developer created the tool in two weekends
    in Lean 4, the problems it solves, and how the developer solved these
    problems.

    🎁

    MISCELLANEOUS

    PRODUCT MANAGER, APPLIED AI AT TLDR ($200K BASE + $60K BONUS, FULLY
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    TLDR is hiring its first PM to help build the agent-first operating
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    shipped real products/systems with LLMs. Click here to learn more
    [13].

    AN INTERVIEW WITH OPENAI PRESIDENT GREG BROCKMAN ABOUT ASTRA AND
    ALIGNMENT (64 MINUTE READ) [14]

    OpenAI's president and co-founder, Greg Brockman, dropped out of
    college in 2010 to join Stripe. He eventually rose to become the
    company's CTO. He left in 2015 and co-founded OpenAI, where he served
    as CTO, and after a few years, he is now the company's president. This
    post features an interview with Brockman recorded before the
    announcement of Astra. It covers Brockman's background, the ChatGPT
    launch, OpenAI's place in the value chain, the company's commitment to alignment, the Hugging Face incident, and more.

    THE LOOP CLOSES (5 MINUTE READ) [15]

    AI models are now capable of taking a request from Slack and then
    building a feature from end-to-end, with humans just having to click
    'merge' or 'deploy' at the end. There's not really much left for
    humans to do. Humans are still better at absorbing, parsing, and
    sharing context with each other. However, once that can be automated,
    the loop will finally be closed, and there will be nothing left to do
    but to pay the bill.

    ⚑

    QUICK LINKS

    WE TAUGHT A FRUIT FLY TO HEAR HUMAN EMOTION (9 MINUTE READ) [16]

    Researchers built a neural network from a map of a fly brain and then
    trained it to recognize emotion in human voices.

    CAN TESLA CYBERCAB ACTUALLY KILL UBER? DAY-TWO PRICING FROM AUSTIN (7
    MINUTE READ) [17]

    Real-world tests show that the Cybercab has competitive pricing, but
    currently has a much longer wait time compared to competitors.

    IPHONE ULTRA PRODUCTION HITTING JUST 'A FEW HUNDRED' A DAY, SAYS
    NIKKEI (2 MINUTE READ) [18]

    The iPhone Ultra's production is slow due to how difficult the device
    is to build.

    BETWEEN THE GRAPH AND THE SILICON: INSIDE THE APPLE NEURAL ENGINE
    COMPILER (10 MINUTE READ) [19]

    Apple publicly exposes the Apple Neural Engine through Core ML, while
    the compiler, program format, driver, firmware, and much of the
    machinery underneath it remains undocumented.

    I LEFT THE MAC AFTER 12 YEARS. OMARCHY MADE COMPUTERS FUN AGAIN (4
    MINUTE READ) [20]

    Omarchy is an opinionated Linux distribution built for AI agents.

    GPT-6 ASTRA AND THE FOURTH EXPONENTIAL (6 MINUTE READ) [21]

    Demand for AI semiconductors is likely to surge with agent computer
    tool use, just as it did with the chatbot, reasoning, and agentic
    coding demand waves.

    Love TLDR? Tell your friends and get rewards!

    Share your referral link below with friends to get free TLDR swag!

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    Track your referrals here. [23]

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    BEST BOOTSTRAPPED BUSINESSES [27] of 2025.

    If you have any comments or feedback, just respond to this email!

    Thanks for reading,
    Dan Ni [28] & Stephen Flanders [29]

    Manage your subscriptions [30] to our other newsletters on tech,
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    [4] https://serpapi.com/tldr
    [5] https://links.tldrnewsletter.com/TO9qGZ
    [6] https://links.tldrnewsletter.com/goGwiw
    [7] https://techcrunch.com/2026/09/06/travis-kalanicks-atoms-might-be-getting-into-the-robotaxi-business/?utm_source=tldrnewsletter
    [8] https://contraptions.venkateshrao.com/p/the-curiously-playable-universe?utm_source=tldrnewsletter
    [9] https://www.baseten.co/resources/webinar/executive-briefing-on-glm-5_3/?utm_source=tldr_newsletter&utm_medium=paid_newsletter&utm_campaign=webinar_GLM-5.3_2026-09-03&utm_content=secondary_placement_title
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    [11] https://jacob.gold/posts/i-trust-my-coding-agents-with-production-secrets-now/?utm_source=tldrnewsletter
    [12] https://ngrislain.github.io/blog/2026-9-6-terraform-in-lean-4-if-it-compiles-it-will-likely-deploy/?utm_source=tldrnewsletter
    [13] https://jobs.ashbyhq.com/tldr.tech/897f4391-66ab-44ca-a8eb-65dd9809200d?utm_source=tldr
    [14] https://stratechery.com/2026/an-interview-with-openai-president-greg-brockman-about-astra-and-alignment/?utm_source=tldrnewsletter
    [15] https://henryaj.substack.com/p/the-loop-closes?utm_source=tldrnewsletter [16] https://oruk.ai/research/we-taught-a-fruit-fly-to-read-human-emotion?utm_source=tldrnewsletter
    [17] https://farzad.fm/fznews/can-teslas-cybercab-actually-kill-uber?utm_source=tldrnewsletter
    [18] https://www.macrumors.com/2026/09/04/iphone-ultra-production-extremely-limited/?utm_source=tldrnewsletter
    [19] https://smolnero.com/posts/between-the-graph-and-the-silicon-inside-the-apple-neural-engine-compiler?utm_source=tldrnewsletter
    [20] https://www.hadijaveed.me/2026/09/06/leaving-mac-after-12-years/?utm_source=tldrnewsletter
    [21] https://taekim.substack.com/p/gpt-6-astra-and-the-fourth-exponential?utm_source=tldrnewsletter
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    [29] https://twitter.com/SteveFlanders22
    [30] https://tldr.tech/tech/manage?email=tldrnewsletter%40synchro.net
    [31] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=265280dc-d4e0-11f0-a661-1b9fa34a893d&p=63897c26-aa8c-11f1-98a6-09999c4f7a93&pt=campaign&pv=5&spa=1788775247&t=1788777496&s=2cc5855cde2f2abb7d0b67f5013e32f5c6baffe641a306d18fc31982ba155cca

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