• OpenAI's custom chip 🖥️, Tesla virtual power plants⚡, coding token costs 💰

    From TLDR@VERT to All on Thu Jun 25 10:28:10 2026
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    OpenAI and Broadcom's Jalape=C3=B1o chip is designed for inference, the
    c=
    ompute-intensive process of serving AI models to
    users=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

    OPENAI UNVEILS FIRST CHI=
    P AS PART OF BROADCOM DEAL IN EFFORT TO
    =E2=80=98BUILD THE FULL STACK' (6=
    MINUTE READ) [8]=20

    OpenAI and Broadcom's Jalape=C3=B1o chip is design=
    ed for inference, the
    compute-intensive process of serving AI models to u=
    sers. It took nine
    months for the companies to design the chips end-to-en=
    d. The use of
    OpenAI's AI models helped accelerate the process. Jalape=
    =C3=B1o is a major
    step in OpenAI's plan to build the full-stack behind i=
    ts models and
    products.=20

    TESLA, SUNRUN TEAM UP ON 16 GW VIRTUAL POW=
    ER PLANT FOR DATA CENTERS
    (6 MINUTE READ) [9]=20

    Sunrun, Tesla, and R=
    enew Home have announced an agreement to
    aggregate more than 16 gigawatts=
    of home batteries and other devices
    into the largest distributed power p=
    lant in the US. The project aims
    to address the surging electricity deman=
    d from data centers. The
    companies already have more than 300 megawatts o=
    f capacity ready for
    immediate deployment in Virginia. They expect capaci=
    ty to grow to at
    least 500 megawatts by 2030 as more home batteries and t=
    hermostats
    come online.=20

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

    SCIENCE & FUTURISTIC TEC=
    HNOLOGY

    A NEW $500 MILLION FUND IS TRYING TO ELIMINATE THE COMMON COL=
    D (5
    MINUTE READ) [10]=20

    Intercept is a project aimed at making resp=
    iratory infections like
    the common cold and flu a thing of the past. Laun=
    ched on June 24, it
    will support research into the adoption of technologi=
    es like air
    filtration to remove pathogens from the air directly. The pro=
    ject has
    received $500 million in investments from a variety of sources,=

    including Stripe and Anthropic. The funds will be used to back the
    dev=
    elopment of treatments that could protect people from many viruses
    at onc=
    e.=20

    THE ROOMBA GUY'S SECOND ACT: A ROBOT YOU'LL WANT TO SNUGGLE (9 MI=
    NUTE
    READ) [11]=20

    Colin Angle, who led iRobot for nearly three decad=
    es, has a new
    startup called Familiar Machines & Magic that is selling a =
    robot
    designed to help people monitor their loved ones. The robot, called=

    the Familiar, is an expressive, furry creature that can react to
    peopl=
    e's actions and feelings in an emotionally intelligent way. It is
    still i=
    n an early prototype stage, so there's no information about
    price or avai=
    lability, but videos of the current iteration of the
    product are availabl=
    e in the article. The Familiar will use local
    small models to process req=
    uests and won't send any data to the cloud.


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    WHAT I'M FINDING ABOUT LLM CODE STY=
    LE AND TOKEN COSTS (16 MINUTE
    READ) [14]=20

    Large language models wil=
    l code from scratch unless you explicitly
    tell them about existing functi=
    onalities. They don't know to use
    existing code unless you tell them to. =
    Letting them know what already
    exists can result in significant token sav=
    ings. It can also help
    remove entire categories of security and reliabili=
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    THE CASE FOR LANGUAGE-NATIVE SOFTWARE (12 MINUTE READ) [1=
    5]=20

    Natural language is becoming an interface. Software is beginning =
    to
    understand instructions in human language. Language-native software
    =
    will accept intent in the language users already speak, translate it
    into=
    structured operations, and execute them deterministically. This
    makes la=
    nguage the interface itself.=20

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    MISCELLANEOUS

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    launch. Learn more [17].=20

    THE CEO OF AWS ON WHY AMAZ=
    ON IS HIRING 11,000 INTERNS AND JUNIOR
    EMPLOYEES (22 MINUTE READ) [18] =


    Amazon is increasingly in the business of selling software that does=

    white-collar work. However, Matt Garman, the CEO of AWS, says he isn't=

    worried about AI destroying a huge number of jobs. He believes that
    jo=
    bs might change, but they're not going away. This article features
    highli=
    ghts from an interview with Garman where he discusses how
    technology chan=
    ges work.=20

    ANTHROPIC'S WHITE HOUSE NEGOTIATIONS ARE REPORTEDLY ON TRA=
    CK AFTER
    =E2=80=98WEIRDO' DARIO AMODEI WAS REPLACED (2 MINUTE READ) [19] =


    Dario Amodei was reportedly weird and hard to deal with during the=

    negotiations between the White House and Anthropic. Talks are now on
    t=
    rack now that his role in the discussions has been replaced by Tom
    Brown,=
    another Anthropic co-founder. Brown's manner is warmer and more
    traditio=
    nally personable. He is working on the talks alongside Sarah
    Heck, Anthro=
    pic's Head of Public Policy, who is quite disciplined and
    cautious but co=
    mes across as enthusiastic and on-message.=20

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    People are using LLMs inappropria=
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    QUAL=
    COMM LANDS META AS FIRST NAMED CUSTOMER FOR ITS DRAGONFLY DATA
    CENTRE CHI=
    PS (5 MINUTE READ) [23]=20

    The Dragonfly C1000 is a general-purpose ser=
    ver processor expected to
    be available in 2028.=20

    AMAZON SELLER REVE=
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    I WROTE A 70X FASTER SQL PARSER WHILE BARELY LOOKING AT THE=
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    Lessons learned when rewriting PostHog'=
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    Thanks for readin=
    g,=20
    Dan Ni [35] & Stephen Flanders [36]=20

    Manage your subscriptions =
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    <div style=3D"display: none; max-height: 0px; overflow: hidden;">OpenAI and=
    Broadcom&#039;s Jalape=C3=B1o chip is designed for inference, the compute-= intensive process of serving AI models to users&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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    <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.nice.com= %2Fproducts%2Fagentic-experience-automation%3Futm_source=3Dtldr%26utm_mediu= m=3Dsponsorednewsletter%26utm_campaign=3DNL_Q226_EN_COG_GLOB_261084_WEB_Sol= utions-Campaign-Its-a-fact%26utm_content=3D0000000_header_black_friday_hit%= 26utm_detail=3Dtldr-6.25-primary-placement/1/0100019efe52a94a-45c780f4-5b5f= -4857-8ea6-f4bfeddb2c44-000000/o8jwqFV-zthdXbf5_N-6G6q4Jfcih0Wk9EgJFrqcpkY= =3D452"><img src=3D"https://images.tldr.tech/nice.png" valign=3D"middle" st= yle=3D"vertical-align: middle !important; height: 100%;" alt=3D"NICE"></a><= /td></tr></tbody></table>

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

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

    <h1><strong>TLDR <span id=3D"date">2026-06-25</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.nice.com%2Fproducts%2Fagentic-experience-automation= %3Futm_source=3Dtldr%26utm_medium=3Dsponsorednewsletter%26utm_campaign=3DNL= _Q226_EN_COG_GLOB_261084_WEB_Solutions-Campaign-Its-a-fact%26utm_content=3D= 0000000_header_black_friday_hit%26utm_detail=3Dtldr-6.25-primary-placement/= 2/0100019efe52a94a-45c780f4-5b5f-4857-8ea6-f4bfeddb2c44-000000/GBi811ITuSAi= vVBrjYt9mc51SYMnkWNJejKp1a9j57w=3D452">
    <span>
    <strong>Black Friday hit at 9:47am.=
    NiCE AI Agents handled the next 4.2 million conversations (Sponsor)</stron=

    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Do you love listening to hold music on = customer support calls?<p></p><p>Your customers probably don't...</p><p>Wit=
    h <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.nice.c= om%2Fproducts%2Fagentic-experience-automation%3Futm_source=3Dtldr%26utm_med= ium=3Dsponsorednewsletter%26utm_campaign=3DNL_Q226_EN_COG_GLOB_261084_WEB_S= olutions-Campaign-Its-a-fact%26utm_content=3D0000000_body_intro_nice_ai_age= nts%26utm_detail=3Dtldr-6.25-primary-placement/1/0100019efe52a94a-45c780f4-= 5b5f-4857-8ea6-f4bfeddb2c44-000000/NgRenkpmOgRn8NCmWiCQfSn3z8vQKrB3ILG3kEqJ= PQ8=3D452" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>NiC=
    E AI Agents</span></a>, they never need to hear it again, turning 40-minute=
    waits into 40-second resolutions.</p>

    <p>Proven at <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2= Fwww.nice.com%2Fproducts%2Fagentic-experience-automation%3Futm_source=3Dtld= r%26utm_medium=3Dsponsorednewsletter%26utm_campaign=3DNL_Q226_EN_COG_GLOB_2= 61084_WEB_Solutions-Campaign-Its-a-fact%26utm_content=3D0000000_body_outro_= enterprise_scale%26utm_detail=3Dtldr-6.25-primary-placement/1/0100019efe52a= 94a-45c780f4-5b5f-4857-8ea6-f4bfeddb2c44-000000/6JXAM7Z_tIjUClFyzj_n-1QePrc= gb0P6oU28RGjJuGc=3D452" rel=3D"noopener noreferrer nofollow" target=3D"_bla= nk"><span>enterprise scale</span></a>, these AI Agents connect your organiz= ation's knowledge to customer needs, automating the full customer journey f= rom intent to resolution.</p>

    <p>Most AI was built to demo. NiCE AI Agents are built for deployment, cons= istently enhancing every interaction.</p>

    <p>Anyone can build an AI Agent. NiCE runs them at scale. <a href=3D"https:= //tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.nice.com%2Fproducts%2Fage= ntic-experience-automation%3Futm_source=3Dtldr%26utm_medium=3Dsponsorednews= letter%26utm_campaign=3DNL_Q226_EN_COG_GLOB_261084_WEB_Solutions-Campaign-I= ts-a-fact%26utm_content=3D0000000_cta_started%26utm_detail=3Dtldr-6.25-prim= ary-placement/1/0100019efe52a94a-45c780f4-5b5f-4857-8ea6-f4bfeddb2c44-00000= 0/pCrRGl9LDTOLhgDKcT5_XxZjjZ_m74Pdmqi3veTxkzg=3D452" rel=3D"noopener norefe= rrer nofollow" target=3D"_blank"><span>Get started</span></a>



    </span></span></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><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>

    <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;">

    <h1><strong>Big Tech &amp; Startups</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.cnbc.com%2F2026%2F06%2F24%2Fopenai-and-broadcom-rev= eal-jalapeno-first-ai-chip-in-partnership.html%3Futm_source=3Dtldrnewslette= r/1/0100019efe52a94a-45c780f4-5b5f-4857-8ea6-f4bfeddb2c44-000000/Ne5na2GPV9= 2A5n2U6RgwVGglhsvtCggMrEqYIl7OHvI=3D452">
    <span>
    <strong>OpenAI unveils first chip a=
    s part of Broadcom deal in effort to =E2=80=98build the full stack' (6 minu=
    te read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    OpenAI and Broadcom's Jalape=C3=B1o chi=
    p is designed for inference, the compute-intensive process of serving AI mo= dels to users. It took nine months for the companies to design the chips en= d-to-end. The use of OpenAI's AI models helped accelerate the process. Jala= pe=C3=B1o is a major step in OpenAI's plan to build the full-stack behind i=
    ts models and products.
    </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%2Felectrek.co%2F2026%2F06%2F24%2Ftesla-sunrun-16gw-vpp-da= ta-centers%2F%3Futm_source=3Dtldrnewsletter/1/0100019efe52a94a-45c780f4-5b5= f-4857-8ea6-f4bfeddb2c44-000000/AmIIeGLgCdgfAJFnC7dtG6p-QcZ08QO2BOQZxssRsgA= =3D452">
    <span>
    <strong>Tesla, Sunrun team up on 16=
    GW virtual power plant for data centers (6 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Sunrun, Tesla, and Renew Home have anno= unced an agreement to aggregate more than 16 gigawatts of home batteries an=
    d other devices into the largest distributed power plant in the US. The pro= ject aims to address the surging electricity demand from data centers. The = companies already have more than 300 megawatts of capacity ready for immedi= ate deployment in Virginia. They expect capacity to grow to at least 500 me= gawatts by 2030 as more home batteries and thermostats come online.
    </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= =9A=80</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;">

    <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%2Ftime.com%2Farticle%2F2026%2F06%2F24%2F500-million-inter= cept-fund-eliminate-common-cold%2F%3Futm_source=3Dtldrnewsletter/1/0100019e= fe52a94a-45c780f4-5b5f-4857-8ea6-f4bfeddb2c44-000000/sdVlFy9Sm3WmZQepnq5ZUi= uwNzl9QVDegCSJmN5-ghE=3D452">
    <span>
    <strong>A New $500 Million Fund Is = Trying to Eliminate the Common Cold (5 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Intercept is a project aimed at making = respiratory infections like the common cold and flu a thing of the past. La= unched on June 24, it will support research into the adoption of technologi=
    es like air filtration to remove pathogens from the air directly. The proje=
    ct has received $500 million in investments from a variety of sources, incl= uding Stripe and Anthropic. The funds will be used to back the development =
    of treatments that could protect people from many viruses at once.
    </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%2FnFeSKW/1/0100019efe52a94a-45= c780f4-5b5f-4857-8ea6-f4bfeddb2c44-000000/OftabqrnEFxbsOupbUFaKR8oTSuBYATHT= XEvw5Y-8m4=3D452">
    <span>
    <strong>The Roomba Guy's Second Act=
    : A Robot You'll Want to Snuggle (9 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Colin Angle, who led iRobot for nearly = three decades, has a new startup called Familiar Machines &amp; Magic that =
    is selling a robot designed to help people monitor their loved ones. The ro= bot, called the Familiar, is an expressive, furry creature that can react t=
    o people's actions and feelings in an emotionally intelligent way. It is st= ill in an early prototype stage, so there's no information about price or a= vailability, but videos of the current iteration of the product are availab=
    le in the article. The Familiar will use local small models to process requ= ests and won't send any data to the cloud.
    </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= =92=BB</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;">

    <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.baseten.co%2Fblog%2Fhow-we-built-the-worlds-fastest= -api-for-glm-52%2F%23higher-tps-with-multi-token-prediction%3Futm_source=3D= tldr_newsletter%26utm_medium=3Dpaid_newsletter%26utm_campaign=3Dawareness_G= LM_52_Performance_2026-06-24/1/0100019efe52a94a-45c780f4-5b5f-4857-8ea6-f4b= feddb2c44-000000/BNJqK-qWnA6mpOLxzYzr5NwBCsgOEapx9GRLcPTxGAo=3D452">
    <span>
    <strong>How Baseten built the world=
    's fastest&nbsp;API for GLM 5.2 (Sponsor)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    For coding and agentic workloads, GLM 5=
    .2 delivers competitive intelligence to Opus 4.8 at 1/5th the cost. Baseten=
    's GLM 5.2 API delivers 280+ TPS, &lt;0.8 TTFT with 99.9% uptime. This is a=
    great model to achieve higher uptime and lower costs vs. closed weights.<p= ></p><p><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.= baseten.co%2Flibrary%2Fglm-52%2F%3Futm_source=3Dtldr_newsletter%26utm_mediu= m=3Dpaid_newsletter%26utm_campaign=3Dawareness_GLM_52_Performance_2026-06-2= 4/1/0100019efe52a94a-45c780f4-5b5f-4857-8ea6-f4bfeddb2c44-000000/G1vnOlOSmk= RE_qXqetAntGmXK-PRKsucoegsTseBtn4=3D452" rel=3D"noopener noreferrer nofollo=
    w" target=3D"_blank"><span>Try GLM 5.2</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=

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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Large language models will code from sc= ratch unless you explicitly tell them about existing functionalities. They = don't know to use existing code unless you tell them to. Letting them know = what already exists can result in significant token savings. It can also he=
    lp remove entire categories of security and reliability issues.
    </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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    e Software (12 minute read)</strong>
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Natural language is becoming an interfa= ce. Software is beginning to understand instructions in human language. Lan= guage-native software will accept intent in the language users already spea=
    k, translate it into structured operations, and execute them deterministica= lly. This makes language the interface itself.
    </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%2F4028e55e-b0f0-433c-8f61-= 8886d7e07c29%3Futm_source=3Dtldrnewsletter/1/0100019efe52a94a-45c780f4-5b5f= -4857-8ea6-f4bfeddb2c44-000000/LsG3Ts_f8r9ptGYL9qnnL2W3E6Hoy14G55vRkuM7YJ0= =3D452">
    <span>
    <strong>TLDR is hiring a Senior PMM=
    ($180k-$225k base + $40-50k annual target bonus, Fully Remote)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    We're hiring a senior PMM to own produc=
    t marketing at TLDR. You'll define our positioning, build out sales enablem= ent, and lead every launch. <a href=3D"https://tracking.tldrnewsletter.com/= CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech%2F4028e55e-b0f0-433c-8f61-8886= d7e07c29/1/0100019efe52a94a-45c780f4-5b5f-4857-8ea6-f4bfeddb2c44-000000/7vb= 1ouUZTzGcWqgfWpayWvP5sm2TnO4pAe0F2Wne5u4=3D452" rel=3D"noopener noreferrer"=
    target=3D"_blank"><span>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=

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    <span>
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    n is hiring 11,000 interns and junior employees (22 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Amazon is increasingly in the business =
    of selling software that does white-collar work. However, Matt Garman, the = CEO of AWS, says he isn't worried about AI destroying a huge number of jobs=
    . He believes that jobs might change, but they're not going away. This arti= cle features highlights from an interview with Garman where he discusses ho=
    w technology changes work.
    </span>
    </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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    <strong>Anthropic's White House Neg= otiations Are Reportedly On Track After =E2=80=98Weirdo' Dario Amodei Was R= eplaced (2 minute read)</strong>
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Dario Amodei was reportedly weird and h= ard to deal with during the negotiations between the White House and Anthro= pic. Talks are now on track now that his role in the discussions has been r= eplaced by Tom Brown, another Anthropic co-founder. Brown's manner is warme=
    r and more traditionally personable. He is working on the talks alongside S= arah Heck, Anthropic's Head of Public Policy, who is quite disciplined and = cautious but comes across as enthusiastic and on-message.
    </span>
    </span>
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    </td></tr></tbody></table>

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


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    <div class=3D"text-block">
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    <h1><strong>Quick Links</strong></h1>
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    <span>
    <strong>The notetaker bot has met i=
    ts match (Sponsor)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Granola's AI notepad listens in without=
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    et 1 month free</span></a> with code <strong>TLDR1MO</strong>.
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    <strong>Amazon Seller Reveals Rare = Glimpse of Shadow Bribery Market (11 minute read)</strong>
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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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    h professionals (Sponsor)</strong>
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Ads get ignored on social media but not=
    in TLDR! Reach developers, PMs, marketers, founders and other tech leaders=
    where they actually pay attention. <a href=3D"https://tracking.tldrnewslet= ter.com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source=3Dtldr%26utm_me= dium=3Dnewsletter%26utm_campaign=3Dquicklinks06252026/2/0100019efe52a94a-45= c780f4-5b5f-4857-8ea6-f4bfeddb2c44-000000/j6sQx2llPlYOQ7CVP_Aoe9yVWsuPRUpB_= WkMF_erJHk=3D452" rel=3D"noopener noreferrer" target=3D"_blank"><span>Learn=
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Automate the parts of prompting that yo=
    u keep repeating, and keep judgment close to the parts that matter.
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