• Apple's Gemini deal 🤖, how Claude thinks 🧠, antimatter transport ⚛️ 

    From TLDR@dan@tldrnewsletter.com to tldrnewsletter@synchro.net on Thu Mar 26 11:04:46 2026
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    Apple has complete access to Google's Gemini model in its own data
    center=
    s. The company is able to edit the model as
    needed=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


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    BIG TECH & STARTUPS

    APPLE CAN CRE=
    ATE SMALLER ON-DEVICE AI MODELS FROM GOOGLE'S GEMINI (2
    MINUTE READ) [9] =


    Apple has complete access to Google's Gemini model in its own data=

    centers. The company is able to edit the model as needed to make sure
    =
    it responds to queries the way it wants, and also use the answers and
    rea=
    soning information from the model to train smaller, cheaper models.
    The d=
    istillation process will enable Apple to create models that can
    run on it=
    s devices without the need to connect to the internet. Apple
    is still wor=
    king on its own AI models, distinct from the Gemini
    models.=20

    META A=
    ND YOUTUBE LOSE LANDMARK SOCIAL-MEDIA ADDICTION TRIAL (8 MINUTE
    READ) [10=
    ]=20

    Meta and YouTube have been found negligent for operating a product=

    that harmed kids and teens and failed to warn about those dangers. The=

    companies have been ordered to pay $3 million to the plaintiff of the
    =
    trial, with the jury saying that they should pay another $3 million in
    pu=
    nitive damages. Both companies plan to appeal the verdict. More than
    3,00=
    0 similar lawsuits against Meta, YouTube, Snapchat, and TikTok are
    pendin=
    g in California courts.=20

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

    SCIENCE & FUTURISTIC TECHN=
    OLOGY

    WORLD'S FIRST ANTIMATTER DELIVERY BY TRUCK SIGNALS A 'NEW ERA' =
    IN
    PHYSICS (5 MINUTE READ) [11]=20

    CERN scientists transported antipr=
    otons on a 10-kilometer drive
    around the campus in a truck. Moving antima=
    tter particles is a major
    challenge, as when antimatter comes into contac=
    t with matter, it
    annihilates and disappears in a flash of energetic part=
    icles. The
    scientists have found a way to trap antiprotons inside a speci=
    al ion
    trap. This will allow them to be transferred to other, quieter
    f=
    acilities where they can be studied with greater precision.=20

    WE GOT A=
    N AUDIENCE WITH THE =E2=80=9CLUNAR VICEROY=E2=80=9D TO TALK HOW NASA WILL=

    BUILD A MOON BASE (6 MINUTE READ) [12]=20

    NASA Administrator Jared I=
    saacman jokingly referred to Carlos
    Garcia-Galan, the space agency's new =
    Moon base manager, as the 'Lunar
    Viceroy' during the Ignition event on Tu=
    esday. Garcia-Galan is a
    long-time NASA employee who has been largely ano=
    nymous in the past. He
    plans to focus on the most relevant things to the =
    critical path and on
    removing choke points that are slowing the organizat=
    ion down. He says
    the agency has the budget to support all of the activit=
    ies he has
    planned on and near the Moon.=20

    =F0=9F=92=BB=20

    PROGRAM=
    MING, DESIGN & DATA SCIENCE

    WHERE DOES YOUR ORG FALL ON AI KNOWLEDGE =
    MANAGEMENT MATURITY?
    (SPONSOR) [13]=20

    Most teams are stuck in stage =
    one: manually maintaining wikis nobody
    trusts or reads. Atlassian's new A=
    I Maturity Curve [13] for Knowledge
    Management charts the path to AI-nati=
    ve systems that keep themselves
    current and surface contextual answers. J=
    oin the WEBINAR ON APRIL 16
    for a walkthrough of each stage with live dem=
    os [13].=20

    HOW ANTHROPIC'S CLAUDE THINKS (15 MINUTE READ) [14]=20

    =
    Claude was trained on data, and it developed its own strategies, so
    the p=
    eople who built it didn't really know how it worked. Anthropic
    built a se=
    t of tools to trace the actual computational steps the model
    takes to pro=
    duce an answer. Its team traced Claude's internal
    computations across tas=
    ks over the course of multiple research papers
    published in 2025. This ar=
    ticle reviews these papers to see what the
    Claude researchers found.=20
    =

    SOFTWARE ENGINEER INTERVIEWS FOR THE AGE OF AI (8 MINUTE READ) [15]=20
    =

    AI probably won't be able to replace engineers within the next few
    de=
    cades. Businesses currently still need great engineers. AI may
    generate p=
    lausible code, but a human still has to verify it, because
    people pay for=
    reliable services. This guide shows how to hire great
    software engineers=
    who get things done, sometimes with AI.=20

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

    MISCELLAN=
    EOUS

    GOOGLE BUMPS UP Q DAY DEADLINE TO 2029, FAR SOONER THAN PREVIOUS=
    LY
    THOUGHT (5 MINUTE READ) [16]=20

    Q Day is the point at which existi=
    ng quantum computers can break
    public-key cryptography algorithms. Everyo=
    ne should prepare by
    adopting post-quantum cryptography (PQC) algorithms.=
    Google is now
    giving itself until 2029 to prepare for the event. The bet=
    a version of
    Android 17 will add support for developers to have PQC keys =
    for
    signing their apps and verifying other software signatures.=20

    NO=
    TES FROM THE SAAS FUNERAL (5 MINUTE READ) [17]=20

    The moat around SaaS =
    has weakened. However, a reduction of margins is
    not the same as being de=
    ad. Companies are unlikely to be able to
    prompt their way to a full funct=
    ional HR system, accounts payable
    platform, or enterprise CRM anytime soo=
    n. Software businesses are
    living systems that require maintenance, verif=
    ication, security,
    compliance, and ongoing refinement.=20

    =E2=9A=A1 =


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    MICROSOFT BUILD 2026, JUNE 2-3, SAN FRANCISCO. (#MI=
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    NOBODY IS COMING TO SAVE Y=
    OUR CAREER (12 MINUTE READ) [20]=20

    The only person responsible for gro=
    wing your career is you.=20

    GOOGLE'S TURBOQUANT AI-COMPRESSION ALGORITH=
    M CAN REDUCE LLM MEMORY
    USAGE BY 6X (4 MINUTE READ) [21]=20

    TurboQuan=
    t is a compression algorithm that reduces the memory
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    ONSIVE EMAILS, WRITTEN IN MARKDOWN (WEBSITE) [22]=20

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    META CUTTING SEVERAL HUNDRED JOBS ACRO=
    SS REALITY LABS, FACEBOOK, AND
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    Some of the impacted employees are being offered new roles within
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    FIGMA'S NEXT-GENERATION DATA CACHING PLATFORM (23 MINUTE READ) [2=
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    FigCache is a stateless, RESP-wire-protocol proxy service that ha=
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    ELON MUSK TEASES NEW TESLA SUV: 'WAY COOLER THAN A MINIVAN' (=
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    <div style=3D"display: none; max-height: 0px; overflow: hidden;">Apple has = complete access to Google&#039;s Gemini model in its own data centers. The = company is able to edit the model as needed&nbsp;=E2=80=8C&nbsp;=E2=80=8C&n= bsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&n= bsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&n= bsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&n= bsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&n= bsp;=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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    <table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr id=3D"together-with"><td align=3D"cent= er" height=3D"20" style=3D"vertical-align:middle !important;" valign=3D"mid= dle" width=3D"100%"><strong style=3D"vertical-align:middle !important; heig= ht: 100%;">Together With </strong>
    <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawolf.c= om%2F%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ_Al= l_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20260326-No= ne_Experiment-FALSE%26utm_term=3Dheadline-CutYourQACyclesDownToMinutesWithA= utomatedTesting%26utm_content=3DCutQACycles_ScheduleADemoToLearnMore_None_H= eadline%253ACutYourQACyclesDownToMinutesWithAutomatedTesting____Newsletter-= PrimaryPlacement_20260326_v1_/1/0100019d29d1784f-ca278ac5-2f28-472f-9340-c5= 8a146eb11b-000000/Fof6ANOf9SLoSJlAjeR9B8rXGmgGUhb4VMOF3VvBqGY=3D450"><img s= rc=3D"https://images.tldr.tech/qawolf-3.png" valign=3D"middle" style=3D"ver= tical-align: middle !important; height: 100%;" alt=3D"QA Wolf"></a></td></t= r></tbody></table>

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

    <h1><strong>TLDR <span id=3D"date">2026-03-26</span></strong></h1>
    </div>
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    <table style=3D"table-layout: fixed; width:100%;" width=3D"100%"><tbody><tr=
    id=3D"sponsy-copy"><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%2Fwww.qawolf.com%2F%3Futm_source=3Dtldr%26utm_medium=3Dne= wsletter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-_Ne= wsletter_CutQACycles_20260326-None_Experiment-FALSE%26utm_term=3Dheadline-C= utYourQACyclesDownToMinutesWithAutomatedTesting%26utm_content=3DCutQACycles= _ScheduleADemoToLearnMore_None_Headline%253ACutYourQACyclesDownToMinutesWit= hAutomatedTesting____Newsletter-PrimaryPlacement_20260326_v1_/2/0100019d29d= 1784f-ca278ac5-2f28-472f-9340-c58a146eb11b-000000/wPAbE8AXRWqIDK_wOakfZ7jGW= LaWaoyRbHKolm4_YSI=3D450">
    <span>
    <strong>=E2=9C=82=EF=B8=8F Cut your=
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    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    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=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawolf.com%= 2Fhow-it-works%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign= =3DACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20= 260326-None_Experiment-FALSE%26utm_term=3Dbody-80PercentAutomatedEndToEndTe= stCoverage%26utm_content=3DCutQACycles_ScheduleADemoToLearnMore_None_Headli= ne%253ACutYourQACyclesDownToMinutesWithAutomatedTesting____Newsletter-Prima= ryPlacement_20260326_v1_/1/0100019d29d1784f-ca278ac5-2f28-472f-9340-c58a146= eb11b-000000/IA7otDIpX2rn5nT2uzvnNb2iCZWDSi7J2CRIinC0smw=3D450" rel=3D"noop= ener noreferrer nofollow" target=3D"_blank"><span>80% automated end-to-end = test coverage,</span></a> and helps dev teams <strong>ship 5x faster</stron=
    by reducing QA cycles from hours to minutes.</p>

    <p><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawol= f.com%2F%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ= _All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20260326= -None_Experiment-FALSE%26utm_term=3Dbody-QAWolf%26utm_content=3DCutQACycles= _ScheduleADemoToLearnMore_None_Headline%253ACutYourQACyclesDownToMinutesWit= hAutomatedTesting____Newsletter-PrimaryPlacement_20260326_v1_/1/0100019d29d= 1784f-ca278ac5-2f28-472f-9340-c58a146eb11b-000000/gBVC-noY0U-iW6r4y7SYV1yXl= QJf7m4mT_RYgP-T07A=3D450" rel=3D"noopener noreferrer nofollow" target=3D"_b= lank"><span>QA Wolf</span></a> takes testing off your plate. They can get y= ou:</p>


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    0" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>Drata's tea=
    m of 80+ engineers</span></a> achieved 4x more test cases and <strong>86% f= aster QA cycles</strong>.</p>

    <p><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawol= f.com%2F%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ= _All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20260326= -None_Experiment-FALSE%26utm_term=3Dcta-ScheduleADemoToLearnMore%26utm_cont= ent=3DCutQACycles_ScheduleADemoToLearnMore_None_Headline%253ACutYourQACycle= sDownToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20260326_= v1_/1/0100019d29d1784f-ca278ac5-2f28-472f-9340-c58a146eb11b-000000/9fRwHtqF= i09fZyWCzxUH8o_x4qTeyfT4UAKqOZ1zYSM=3D450" rel=3D"noopener noreferrer nofol= low" target=3D"_blank"><span>Schedule a demo to learn more</span></a>



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    <table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td style=3D"padding: 0px;">

    <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= =93=B1</span></div></div>
    </td></tr></tbody></table>

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

    <h1><strong>Big Tech &amp; Startups</strong></h1>
    </div>
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    </td></tr></tbody></table>

    <table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
    ;" valign=3D"top">

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    <div class=3D"text-block">
    <span>
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    <span>
    <strong>Apple Can Create Smaller On= -Device AI Models From Google's Gemini (2 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Apple has complete access to Google's G= emini model in its own data centers. The company is able to edit the model =
    as needed to make sure it responds to queries the way it wants, and also us=
    e the answers and reasoning information from the model to train smaller, ch= eaper models. The distillation process will enable Apple to create models t= hat can run on its devices without the need to connect to the internet. App=
    le is still working on its own AI models, distinct from the Gemini models.
    </span>
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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>
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    <span>
    <strong>Meta and YouTube Lose Landm= ark Social-Media Addiction Trial (8 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Meta and YouTube have been found neglig= ent for operating a product that harmed kids and teens and failed to warn a= bout those dangers. The companies have been ordered to pay $3 million to th=
    e plaintiff of the trial, with the jury saying that they should pay another=
    $3 million in punitive damages. Both companies plan to appeal the verdict.=
    More than 3,000 similar lawsuits against Meta, YouTube, Snapchat, and TikT=
    ok are pending in California courts.
    </span>
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    </td></tr></tbody></table>


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    <div class=3D"text-block">
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    <h1><strong>Science &amp; Futuristic Technology</strong></h1>
    </div>
    </div>
    </td></tr></tbody></table>

    <table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing: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%2Fwww.sciencealert.com%2Fworlds-first-antimatter-delivery= -by-truck-signals-a-new-era-in-physics%3Futm_source=3Dtldrnewsletter/1/0100= 019d29d1784f-ca278ac5-2f28-472f-9340-c58a146eb11b-000000/blpWYLAetWOxxPHFI8= sXMjs8VagqytJcZULDUE2iEUM=3D450">
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    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    CERN scientists transported antiprotons=
    on a 10-kilometer drive around the campus in a truck. Moving antimatter pa= rticles is a major challenge, as when antimatter comes into contact with ma= tter, it annihilates and disappears in a flash of energetic particles. The = scientists have found a way to trap antiprotons inside a special ion trap. = This will allow them to be transferred to other, quieter facilities where t= hey can be studied with greater precision.
    </span>
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    </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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    =E2=80=9CLunar Viceroy=E2=80=9D to talk how NASA will build a Moon base (6=
    minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    NASA Administrator Jared Isaacman jokin= gly referred to Carlos Garcia-Galan, the space agency's new Moon base manag= er, as the 'Lunar Viceroy' during the Ignition event on Tuesday. Garcia-Gal=
    an is a long-time NASA employee who has been largely anonymous in the past.=
    He plans to focus on the most relevant things to the critical path and on = removing choke points that are slowing the organization down. He says the a= gency has the budget to support all of the activities he has planned on and=
    near the Moon.
    </span>
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    </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;">
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    <div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =92=BB</span></div></div>
    </td></tr></tbody></table>

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    <h1><strong>Programming, Design &amp; Data Science</strong></h1>
    </div>
    </div>
    </td></tr></tbody></table>

    <table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing: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%2Fwww.atlassian.com%2Fwebinars%2Fbusiness%2Fthe-ai-maturi= ty-curve-for-knowledge-management%3Futm_source=3Dtldr%26utm_medium=3Demail%= 26utm_campaign=3DP:twc*O:gdc*F:awareness*C:webinar*H:fy26q3*I:tldr-flagship= -newsletter-secondary-mar-26*E:cloud*%26utm_sfdc-campaign_id=3D701QB00000gl= lZhYAI/1/0100019d29d1784f-ca278ac5-2f28-472f-9340-c58a146eb11b-000000/JhcWL= y2dZvFVMGzOQ2UKZOS-upwZgimF5-tELFd-LV4=3D450">
    <span>
    <strong>Where does your org fall on=
    AI knowledge management maturity? (Sponsor)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Most teams are stuck in stage one: manu= ally maintaining wikis nobody trusts or reads. Atlassian's new <a href=3D"h= ttps://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.atlassian.com%2Fwebi= nars%2Fbusiness%2Fthe-ai-maturity-curve-for-knowledge-management%3Futm_sour= ce=3Dtldr%26utm_medium=3Demail%26utm_campaign=3DP:twc*O:gdc*F:awareness*C:w= ebinar*H:fy26q3*I:tldr-flagship-newsletter-secondary-mar-26*E:cloud*%26utm_= sfdc-campaign_id=3D701QB00000gllZhYAI/2/0100019d29d1784f-ca278ac5-2f28-472f= -9340-c58a146eb11b-000000/a5afmTR7XW8VbhDWth7Yx-o_sno5j-5f_m1gb3c0Yzk=3D450=
    " rel=3D"noopener noreferrer" target=3D"_blank"><span>AI Maturity Curve</sp= an></a> for Knowledge Management charts the path to AI-native systems that = keep themselves current and surface contextual answers. Join the <strong>we= binar on April 16</strong> for a <a href=3D"https://tracking.tldrnewsletter= .com/CL0/https:%2F%2Fwww.atlassian.com%2Fwebinars%2Fbusiness%2Fthe-ai-matur= ity-curve-for-knowledge-management%3Futm_source=3Dtldr%26utm_medium=3Demail= %26utm_campaign=3DP:twc*O:gdc*F:awareness*C:webinar*H:fy26q3*I:tldr-flagshi= p-newsletter-secondary-mar-26*E:cloud*%26utm_sfdc-campaign_id=3D701QB00000g= llZhYAI/3/0100019d29d1784f-ca278ac5-2f28-472f-9340-c58a146eb11b-000000/f4zI= vx3rRCT5ZvLg3Hc0xbwIJ0SItgjlnZi-WFv4i8M=3D450" rel=3D"noopener noreferrer" = target=3D"_blank"><span>walkthrough of each stage with live demos</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%2Fblog.bytebytego.com%2Fp%2Fhow-anthropics-claude-thinks%= 3Futm_source=3Dtldrnewsletter/1/0100019d29d1784f-ca278ac5-2f28-472f-9340-c5= 8a146eb11b-000000/Ca_2z58BZQR9VkVPb6B0-jR9KsceYatlFRdjEb1kqvw=3D450">
    <span>
    <strong>How Anthropic's Claude Thin=
    ks (15 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Claude was trained on data, and it deve= loped its own strategies, so the people who built it didn't really know how=
    it worked. Anthropic built a set of tools to trace the actual computationa=
    l steps the model takes to produce an answer. Its team traced Claude's inte= rnal computations across tasks over the course of multiple research papers = published in 2025. This article reviews these papers to see what the Claude=
    researchers found.
    </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%2Fswizec.com%2Fblog%2Fsoftware-engineer-interviews-for-th= e-age-of-ai%2F%3Futm_source=3Dtldrnewsletter/1/0100019d29d1784f-ca278ac5-2f= 28-472f-9340-c58a146eb11b-000000/VyR5YjleLV85QruozrMnyc1qwag98KY7tDrYhHZ3hT= 0=3D450">
    <span>
    <strong>Software engineer interview=
    s for the age of AI (8 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    AI probably won't be able to replace en= gineers within the next few decades. Businesses currently still need great = engineers. AI may generate plausible code, but a human still has to verify = it, because people pay for reliable services. This guide shows how to hire = great software engineers who get things done, sometimes with AI.
    </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>

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    <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%2Farstechnica.com%2Fsecurity%2F2026%2F03%2Fgoogle-bumps-u= p-q-day-estimate-to-2029-far-sooner-than-previously-thought%2F%3Futm_source= =3Dtldrnewsletter/1/0100019d29d1784f-ca278ac5-2f28-472f-9340-c58a146eb11b-0= 00000/l5qnHH6AcCcGHwh_9i_OKd30UO4aM_4RUswnMbwr9Us=3D450">
    <span>
    <strong>Google bumps up Q Day deadl= ine to 2029, far sooner than previously thought (5 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Q Day is the point at which existing qu= antum computers can break public-key cryptography algorithms. Everyone shou=
    ld prepare by adopting post-quantum cryptography (PQC) algorithms. Google i=
    s now giving itself until 2029 to prepare for the event. The beta version o=
    f Android 17 will add support for developers to have PQC keys for signing t= heir apps and verifying other software signatures.
    </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%2Flinks.tldrnewsletter.com%2FzxvXLe/1/0100019d29d1784f-ca= 278ac5-2f28-472f-9340-c58a146eb11b-000000/nyUct7VcsIa7dbGIQeuVNcHuN_Kpu0wDO= qRdxx1oWNQ=3D450">
    <span>
    <strong>Notes from the SaaS Funeral=
    (5 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    The moat around SaaS has weakened. Howe= ver, a reduction of margins is not the same as being dead. Companies are un= likely to be able to prompt their way to a full functional HR system, accou= nts payable platform, or enterprise CRM anytime soon. Software businesses a=
    re living systems that require maintenance, verification, security, complia= nce, and ongoing refinement.
    </span>
    </span>
    </div>
    </td></tr></tbody></table>

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


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    <div class=3D"text-block">
    <div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=E2=9A= =A1</span></div></div>
    </td></tr></tbody></table>

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    <h1><strong>Quick Links</strong></h1>
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    <span>
    <strong>Microsoft Build 2026, June = 2-3, San Francisco. (#MicrosoftPartner) (Sponsor)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Learn from the teams building the next = generation of AI with practical tools and hands-on experiences building alo= ngside Microsoft product &amp; engineering teams. June 2-3, San Francisco. =
    <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ffandf.co%2F4= 7mjuHE/1/0100019d29d1784f-ca278ac5-2f28-472f-9340-c58a146eb11b-000000/olAWq= tHDHXSVmebVko6cwRhBJ-bpJ8JhazXG2ZbtZhk=3D450" rel=3D"noopener noreferrer no= follow" target=3D"_blank"><span>Learn more and register today</span></a>. </span>
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    <strong>Nobody Is Coming to Save Yo=
    ur Career (12 minute read)</strong>
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    The only person responsible for growing=
    your career is you.
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    <strong>Google's TurboQuant AI-comp= ression algorithm can reduce LLM memory usage by 6x (4 minute read)</strong=

    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    TurboQuant is a compression algorithm t= hat reduces the memory footprint of large language models while boosting sp= eed and maintaining accuracy.
    </span>
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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.emailmd.dev%2F%3Futm_source=3Dtldrnewsletter/1/0100= 019d29d1784f-ca278ac5-2f28-472f-9340-c58a146eb11b-000000/e_ticIXBA6ILINbDar= PKwEUQalEgexbDgWBCTrnvst8=3D450">
    <span>
    <strong>Responsive Emails, Written =
    in Markdown (Website)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Email.md renders markdown into email-sa=
    fe HTML.
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    </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>Meta cutting several hundre=
    d jobs across Reality Labs, Facebook, and other departments (3 minute read)= </strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Some of the impacted employees are bein=
    g offered new roles within Meta.
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    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    FigCache is a stateless, RESP-wire-prot= ocol proxy service that has helped Figma's caching layer achieve six nines =
    of uptime since its rollout.
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    <strong>Elon Musk Teases New Tesla = SUV: 'Way Cooler Than a Minivan' (2 minute read)</strong>
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
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