• OpenAI research automation 🤖, Tim Cook's role 💼, agent secrets 👨‍💻

    From TLDR@VERT to tldrnewsletter@synchro.net on Mon Sep 7 10:38:16 2026
    --ToHTEA4O
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    OpenAI believes that Artificial General Intelligence must be
    democratical=
    ly governed for it to benefit all humanity. This can only
    happen=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=
    =A0


    Sign Up [1] |Advertise [2]|View Online [3]=20

    =09=09TLDR =


    =09=09TOGETHER WITH [SerpApi] [4]

    TLDR 2026-09-07

    GIVE ANY=
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    BIG TECH & STARTUPS

    RESEARCH ACCELER=
    ATION: THE VIEW INSIDE OPENAI (15 MINUTE READ) [5]=20

    OpenAI believes t=
    hat Artificial General Intelligence must be
    democratically governed for i=
    t to benefit all humanity. This can only
    happen through an informed publi=
    c debate on the capabilities, risks,
    and safeguards of highly capable AI =
    systems. The company has released
    details of its progress towards Recursi=
    ve Self-Improvement (RSI) in
    recent months. It plans to continue to be tr=
    ansparent about its
    progress with RSI and believes that other companies s=
    hould be required
    to publicly track their progress as well.=20

    TIM CO=
    OK'S CEO-LIKE PAY PACKAGE SHOWS HE ISN'T GOING ANYWHERE (13
    MINUTE READ) =
    [6]=20

    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
    shortag=
    e. Cook will get a base salary of $2 million, twice the typical
    base sala=
    ry of senior vice presidents and members of the C-suite. He
    will also rec=
    eive cash bonuses and stock units that vest over time.
    The salary clearly=
    shows that Cook's role will be very active.=20

    =F0=9F=9A=80=20

    SCIEN=
    CE & FUTURISTIC TECHNOLOGY

    TRAVIS KALANICK'S ATOMS MIGHT BE GETTING I=
    NTO THE ROBOTAXI BUSINESS
    (1 MINUTE READ) [7]=20

    Atoms, founded by Ub=
    er founder Travis Kalanick, is reportedly
    preparing for a hiring and acqu=
    isition spree. The company is also in
    discussions with Uber about how Ube=
    r can use Atoms' robotaxi
    technology. Uber has invested $100 million in A=
    toms. Kalanick has been
    cagey about his plans for the startup, but the re=
    cent moves could make
    it a major player in the autonomous vehicle industr=
    y.=20

    THE CURIOUSLY PLAYABLE UNIVERSE (41 MINUTE READ) [8]=20

    A dom=
    ain becomes playable when enough of its complexity can be
    compressed into=
    a state where there is some reasonably stable
    repertoire of actions, int=
    eractions can be repeated, outcomes provide
    feedback about better and wor=
    se play, and the environment is
    stationary enough that lessons learned ye=
    sterday remain useful
    tomorrow. None of these conditions need to be perfe=
    ct, as playability
    is a matter of degree. Far more of reality than we hav=
    e previously
    expected can be turned into a game. Once something can be tu=
    rned into
    a game, then it's possible to create a system that can beat it.=
    =20

    =F0=9F=92=BB=20

    PROGRAMMING, DESIGN & DATA SCIENCE

    LIVE BRI=
    EFING: EVALUATING GLM-5.3 FOR PRODUCTION (SPONSOR) [9]=20

    GLM-5.3 lifts=
    Terminal-Bench 3.0 from GLM-5.2's 4.6% to 28.3%, and
    Flash is smaller an=
    d often enough. Both on Baseten Model APIs.
    Artificial Analysis and Baset=
    en discuss benchmarking each against your
    tasks and serving them in produ=
    ction. Tuesday, 11 AM PT.

    Save your seat [10]

    I TRUST MY CODING =
    AGENTS WITH PRODUCTION SECRETS NOW (3 MINUTE READ)
    [11]=20

    Security i=
    s always a productivity-risk tradeoff. Not giving access to
    agents can sl=
    ow things down significantly. Frontier models are getting
    better and bett=
    er at distinguishing real from malicious instructions
    in the content they=
    read. We may end up trusting agents with access
    more than humans as mode=
    ls improve.=20

    TERRAFORM IN LEAN 4: IF IT COMPILES, IT WILL LIKELY DEPL=
    OY (26 MINUTE
    READ) [12]=20

    infra is an infrastructure-as-code tool t=
    hat 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 sol=
    ved these
    problems.=20

    =F0=9F=8E=81=20

    MISCELLANEOUS

    PRODUCT =
    MANAGER, APPLIED AI AT TLDR ($200K BASE + $60K BONUS, FULLY
    REMOTE) [13] =


    TLDR is hiring its first PM to help build the agent-first operating=

    layer used across the company. We're looking for a builder who has
    shi=
    pped real products/systems with LLMs. Click here to learn more
    [13].=20
    =

    AN INTERVIEW WITH OPENAI PRESIDENT GREG BROCKMAN ABOUT ASTRA AND
    ALIG=
    NMENT (64 MINUTE READ) [14]=20

    OpenAI's president and co-founder, Greg =
    Brockman, dropped out of
    college in 2010 to join Stripe. He eventually ro=
    se to become the
    company's CTO. He left in 2015 and co-founded OpenAI, wh=
    ere he served
    as CTO, and after a few years, he is now the company's pres=
    ident. This
    post features an interview with Brockman recorded before the=

    announcement of Astra. It covers Brockman's background, the ChatGPT
    la=
    unch, OpenAI's place in the value chain, the company's commitment to
    alig=
    nment, the Hugging Face incident, and more.=20

    THE LOOP CLOSES (5 MINUT=
    E READ) [15]=20

    AI models are now capable of taking a request from Slac=
    k 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
    shari=
    ng 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.=20

    =E2=9A=A1=20

    QUICK LINKS

    WE TAUGHT A FRUIT FLY TO =
    HEAR HUMAN EMOTION (9 MINUTE READ) [16]=20

    Researchers built a neural n=
    etwork from a map of a fly brain and then
    trained it to recognize emotion=
    in human voices.=20

    CAN TESLA CYBERCAB ACTUALLY KILL UBER? DAY-TWO PRI=
    CING FROM AUSTIN (7
    MINUTE READ) [17]=20

    Real-world tests show that t=
    he Cybercab has competitive pricing, but
    currently has a much longer wait=
    time compared to competitors.=20

    IPHONE ULTRA PRODUCTION HITTING JUST =
    'A FEW HUNDRED' A DAY, SAYS
    NIKKEI (2 MINUTE READ) [18]=20

    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]=20

    Apple publicly exposes the Apple Neur=
    al Engine through Core ML, while
    the compiler, program format, driver, fi=
    rmware, and much of the
    machinery underneath it remains undocumented.=20
    =

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

    Omarchy is an opinionated Linux distribution built f=
    or AI agents.=20

    GPT-6 ASTRA AND THE FOURTH EXPONENTIAL (6 MINUTE READ)=
    [21]=20

    Demand for AI semiconductors is likely to surge with agent com=
    puter
    tool use, just as it did with the chatbot, reasoning, and agentic=

    coding demand waves.=20

    Love TLDR? Tell your friends and get rewards!=


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    Thanks for reading,=20
    Dan Ni [28] & Stephen Flanders [29]=20

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    <div style=3D"display: none; max-height: 0px; overflow: hidden;">OpenAI bel= ieves that Artificial General Intelligence must be democratically governed = for it to benefit all humanity. This can only happen&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= &nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C= &nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C= &nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C= &nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C= &nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C= &nbsp;=E2=80=8C&nbsp;</div>

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    <div style=3D"text-align: center;">

    <h1><strong>TLDR <span id=3D"date">2026-09-07</span></strong></h1>
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    <table style=3D"table-layout: fixed; width:100%;" width=3D"100%"><tbody><tr=
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    <strong>Research acceleration: The = view inside OpenAI (15 minute read)</strong>
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    OpenAI believes that Artificial General=
    Intelligence must be democratically governed for it to benefit all humanit=
    y. This can only happen through an informed public debate on the capabiliti= es, risks, and safeguards of highly capable AI systems. The company has rel= eased details of its progress towards Recursive Self-Improvement (RSI) in r= ecent months. It plans to continue to be transparent about its progress wit=
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    k their progress as well.
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Tim Cook remains a powerful center of g= ravity 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 t=
    he memory shortage. Cook will get a base salary of $2 million, twice the ty= pical 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 sal= ary clearly shows that Cook's role will be very active.
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    ht be getting into the robotaxi business (1 minute read)</strong>
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Atoms, founded by Uber founder Travis K= alanick, is reportedly preparing for a hiring and acquisition spree. The co= mpany is also in discussions with Uber about how Uber can use Atoms' robota=
    xi technology. Uber has invested $100 million in Atoms. Kalanick has been c= agey about his plans for the startup, but the recent moves could make it a = major player in the autonomous vehicle industry.
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    A domain becomes playable when enough o=
    f its complexity can be compressed into a state where there is some reasona= bly stable repertoire of actions, interactions can be repeated, outcomes pr= ovide feedback about better and worse play, and the environment is stationa=
    ry enough that lessons learned yesterday remain useful tomorrow. None of th= ese conditions need to be perfect, as playability is a matter of degree. Fa=
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    GLM-5.3 lifts Terminal-Bench 3.0 from G= LM-5.2's 4.6% to 28.3%, and Flash is smaller and often enough. Both on Base= ten Model APIs. Artificial Analysis and Baseten discuss benchmarking each a= gainst your tasks and serving them in production. Tuesday, 11 AM PT.<p></p>= <p><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.baset= en.co%2Fresources%2Fwebinar%2Fexecutive-briefing-on-glm-5_3%2F%3Futm_source= =3Dtldr_newsletter%26utm_medium=3Dpaid_newsletter%26utm_campaign=3Dwebinar_= GLM-5.3_2026-09-03%26utm_content=3Dsecondary_placement_cta/1/010001a07b7280= df-1f6149a5-e079-42a7-b185-c1ffd7a9f66e-000000/dY7tG-mk1J9Ay2mxrxYsigb1Qtb7= Y9u7702SdWJY0Pg=3D452" rel=3D"noopener noreferrer nofollow" target=3D"_blan= k"><span>Save your seat</span></a>



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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Security is always a productivity-risk = tradeoff. Not giving access to agents can slow things down significantly. F= rontier models are getting better and better at distinguishing real from ma= licious instructions in the content they read. We may end up trusting agent=
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    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fngrislain.github.io%2Fblog%2F2026-9-6-terraform-in-lean= -4-if-it-compiles-it-will-likely-deploy%2F%3Futm_source=3Dtldrnewsletter/1/= 010001a07b7280df-1f6149a5-e079-42a7-b185-c1ffd7a9f66e-000000/i-ObffDcftMT7V= bYA5Pr8SqOjnmiiS6rye07BafkAqc=3D452">
    <span>
    <strong>Terraform in Lean 4: If It = Compiles, It Will Likely Deploy (26 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    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 t=
    he 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 th= ese problems.
    </span>
    </span>
    </div>
    </td></tr></tbody></table>

    </td></tr></tbody></table>



    <table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
    <div class=3D"text-block">
    <div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =8E=81</span></div></div>
    </td></tr></tbody></table>

    <table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
    <div class=3D"text-block">
    <div style=3D"text-align: center;"><strong><h1>Miscellaneous</h1></strong><= /div>
    </div>
    </td></tr></tbody></table>

    <table bgcolor=3D"" style=3D"table-layout: fixed; width: 100%;" width=3D"10= 0%"><tbody><tr><td style=3D"padding:0;border-collapse:collapse;border-spaci= ng:0;margin:0;" valign=3D"top">

    <table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech%2F897f4391-66ab-44ca-a8eb-= 65dd9809200d%3Futm_source=3Dtldr/1/010001a07b7280df-1f6149a5-e079-42a7-b185= -c1ffd7a9f66e-000000/DS2tcDfzoH5FFXibFsH5_VDom-4_N4AIYxvAeIOK1bs=3D452">
    <span>
    <strong>Product Manager, Applied AI=
    at TLDR ($200k base + $60k bonus, Fully Remote)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    TLDR is hiring its first PM to help bui=
    ld the agent-first operating layer used across the company. We're looking f=
    or a builder who has shipped real products/systems with LLMs. <a href=3D"ht= tps://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.t= ech%2F897f4391-66ab-44ca-a8eb-65dd9809200d%3Futm_source=3Dtldr/2/010001a07b= 7280df-1f6149a5-e079-42a7-b185-c1ffd7a9f66e-000000/as_x2_W4HsVmgte05f1m3FF-= 4a1gZlo9OqG01C9rbAs=3D452" rel=3D"noopener noreferrer" target=3D"_blank"><s= pan>Click here to learn more</span></a>.
    </span>
    </span>
    </div>
    </td></tr></tbody></table>

    <table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fstratechery.com%2F2026%2Fan-interview-with-openai-presi= dent-greg-brockman-about-astra-and-alignment%2F%3Futm_source=3Dtldrnewslett= er/1/010001a07b7280df-1f6149a5-e079-42a7-b185-c1ffd7a9f66e-000000/IRBFggNVr= isYvPeEm7y5HDULsgmo0eZjsBLmYjLjpag=3D452">
    <span>
    <strong>An Interview with OpenAI Pr= esident Greg Brockman About Astra and Alignment (64 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    OpenAI's president and co-founder, Greg=
    Brockman, dropped out of college in 2010 to join Stripe. He eventually ros=
    e 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 announc= ement of Astra. It covers Brockman's background, the ChatGPT launch, OpenAI=
    's place in the value chain, the company's commitment to alignment, the Hug= ging Face incident, and more.
    </span>
    </span>
    </div>
    </td></tr></tbody></table>

    <table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fhenryaj.substack.com%2Fp%2Fthe-loop-closes%3Futm_source= =3Dtldrnewsletter/1/010001a07b7280df-1f6149a5-e079-42a7-b185-c1ffd7a9f66e-0= 00000/vpTVSymmjWm6le1D8rYHdmadToJC8Bf0AbVrA_AmFOM=3D452">
    <span>
    <strong>The loop closes (5 minute r= ead)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    AI models are now capable of taking a r= equest 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 muc=
    h 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 pa=
    y the bill.
    </span>
    </span>
    </div>
    </td></tr></tbody></table>

    </td></tr></tbody></table>


    <table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
    <div class=3D"text-block">
    <div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=E2=9A= =A1</span></div></div>
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    <h1><strong>Quick Links</strong></h1>
    </div>
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    <table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

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    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Foruk.ai%2Fresearch%2Fwe-taught-a-fruit-fly-to-read-huma= n-emotion%3Futm_source=3Dtldrnewsletter/1/010001a07b7280df-1f6149a5-e079-42= a7-b185-c1ffd7a9f66e-000000/HU0sKx_FVmhvok0DolRYLm-JX6R3kSQhdYnLQmqo5E4=3D4=

    <span>
    <strong>We taught a fruit fly to he=
    ar human emotion (9 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Researchers built a neural network from=
    a map of a fly brain and then trained it to recognize emotion in human voi= ces.
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    <table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

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    <span>
    <strong>Can Tesla Cybercab Actually=
    Kill Uber? Day-Two Pricing From Austin (7 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Real-world tests show that the Cybercab=
    has competitive pricing, but currently has a much longer wait time compare=
    d to competitors.
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    <table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

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    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.macrumors.com%2F2026%2F09%2F04%2Fiphone-ultra-produ= ction-extremely-limited%2F%3Futm_source=3Dtldrnewsletter/1/010001a07b7280df= -1f6149a5-e079-42a7-b185-c1ffd7a9f66e-000000/0sd8jL0qHSVmbDE5BJz7LpyI7M9enG= T31L7SPZLj6BA=3D452">
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    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    The iPhone Ultra's production is slow d=
    ue to how difficult the device is to build.
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    <table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

    <div class=3D"text-block">
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    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fsmolnero.com%2Fposts%2Fbetween-the-graph-and-the-silico= n-inside-the-apple-neural-engine-compiler%3Futm_source=3Dtldrnewsletter/1/0= 10001a07b7280df-1f6149a5-e079-42a7-b185-c1ffd7a9f66e-000000/gYVkLGFcwRF1dTH= 6LitupIuE3ekQmI3XZGgQiBkCz7Y=3D452">
    <span>
    <strong>Between the Graph and the S= ilicon: Inside the Apple Neural Engine Compiler (10 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Apple publicly exposes the Apple Neural=
    Engine through Core ML, while the compiler, program format, driver, firmwa= re, and much of the machinery underneath it remains undocumented.
    </span>
    </span>
    </div>
    </td></tr></tbody></table>

    <table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

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    <span>
    <strong>I Left the Mac After 12 Yea= rs. Omarchy Made Computers Fun Again (4 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Omarchy is an opinionated Linux distrib= ution built for AI agents.
    </span>
    </span>
    </div>
    </td></tr></tbody></table>

    <table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

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    <span>
    <strong>GPT-6 Astra and the Fourth = Exponential (6 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Demand for AI semiconductors is likely =
    to surge with agent computer tool use, just as it did with the chatbot, rea= soning, and agentic coding demand waves.
    </span>
    </span>
    </div>
    </td></tr></tbody></table>

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