• ChatGPT's flatlining growth 📉, Gemini 1.5 vs GPT-4 for code 👨‍💻, LPUs vs GPUs ⚡

    From TLDR@dan@tldrnewsletter.com to tldr@synchro.net on Tue Feb 20 11:39:04 2024
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    ChatGPT has seen declining web traffic in five of the past eight
    months=
    =C2=A0=20

    Sign Up [1]|Hire [2]|Advertise [3]|View Online [4]=20

    =09=
    =09TLDR=20

    TLDR 2024-02-20

    =F0=9F=93=B1=20

    BIG TECH & STARTUPS=


    CHATGPT=E2=80=99S GROWTH IS FLATLINING (4 MINUTE READ) [5]=20

    Ch=
    atGPT has seen declining web traffic in five of the past eight
    months. It=
    is currently down 11% from its May 2023 peak. Its mobile
    app has seen fe=
    wer users than Snapchat added last quarter alone. The
    competition in the =
    AI space means that OpenAI will have to pump out
    hits to stay ahead.=20
    =

    APPLE VISION PRO 2 AT LEAST 18 MONTHS AWAY (2 MINUTE READ) [6]=20

    T=
    he second generation of Apple's Vision Pro headset is at least 18
    months =
    away from launch. Apple is keenly interested in feedback from
    customers w=
    ho choose to return the first-generation headset as it will
    use the infor=
    mation to perfect the next version of the device. The
    Vision Pro will lik=
    ely follow a refresh cycle longer than that of the
    iPad. There are rumors=
    that Apple may launch a more affordable Vision
    headset around 2025.=20
    =

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

    SCIENCE & FUTURISTIC TECHNOLOGY

    THE QUEST FOR A=
    DNA DATA DRIVE (17 MINUTE READ) [7]=20

    The rate of information product=
    ion is increasing faster than the
    storage density of tape. Using current =
    technologies will mean that, in
    the coming decades, we will need exponent=
    ially more magnetic tape,
    disk drives, and flash memory - as well as the =
    factories to produce
    the storage media. DNA is cheap, readily available, =
    and stable at room
    temperature for millennia. Organizations around the wo=
    rld are already
    taking the first steps towards building a DNA drive that =
    can both read
    and write DNA data.=20

    THIS TINY, TAMPER-PROOF ID TAG C=
    AN AUTHENTICATE ALMOST ANYTHING (6
    MINUTE READ) [8]=20

    MIT researcher=
    s have developed an antitampering ID tag that is tiny,
    cheap, and secure.=
    It is several times smaller and significantly
    cheaper than the tradition=
    al radio frequency tags that are used to
    verify product authenticity. The=
    tags use glue containing microscopic
    metal particles. This glue forms un=
    ique patterns that can be detected
    using terahertz waves. The system uses=
    AI to compare glue patterns and
    calculate their similarity. The tags cou=
    ld be used to authenticate
    items too small for traditional RFIDs.=20

    =
    =F0=9F=92=BB=20

    PROGRAMMING, DESIGN & DATA SCIENCE

    HTMZ (GITHUB RE=
    PO) [9]=20

    htmz is a minimalist HTML microframework for creating dynami=
    c web
    user interfaces. It allows developers to load HTML resources within=

    any element in a page. htmz only requires an inline HTML snippet to
    wo=
    rk - there are no dependencies and no backend is required.=20

    I'VE PUT =
    A COMPLEX CODEBASE INTO A SINGLE 120K-TOKEN PROMPT, AND
    ASKED 7 QUESTIONS=
    GPT-4 AND GEMINI 1.5. HERE ARE THE RESULTS! (5
    MINUTE READ) [10]=20

    =
    This Reddit user recently put two complex codebases into
    GPT-4-Turbo-128K=
    and Gemini 1.5 and asked them questions. The
    codebases implemented a par=
    allel inet runtime, so it involved some
    hard compiler stuff. Gemini 1.5 c=
    ompletely outperformed
    GPT-4-Turbo-128K in the task of understanding the =
    codebases. Most of
    the questions that GPT-4 got wrong are ones it would h=
    ave answered
    correctly in a smaller context. Gemini still struggled to cr=
    eate a
    complete mental model of the system, but it is extremely good at=

    locating existing information, making long-range connections, and
    doin=
    g some limited reasoning on top of this information.=20

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

    MISCELLANEOUS

    GROQ IS SERVING THE FASTEST RESPONSES I'VE EVER SEEN=
    (2 MINUTE READ)
    [11]=20

    Groq can serve up to 500 tokens per second. =
    It is able to do this
    because it uses custom hardware that utilizes Linea=
    r Processor Units
    (LPUs) instead of GPUs. LPUs are designed to deliver de=
    terministic
    performance for AI computations. They offer a more streamline=
    d
    approach that eliminates the need for complex scheduling hardware,
    al=
    lowing every clock cycle to be utilized effectively. The system
    ensures c=
    onsistent latency and throughput. LPUs can be linked together
    without the=
    traditional bottlenecks found in GPU clusters, making them
    extremely sca=
    lable.=20

    I PRINTED CHOCOLATE ON A 3D PRINTER AND ATE IT (7 MINUTE READ=
    ) [12]=20

    The Cocoa Press is a 3D printer that prints chocolate. It is =
    now
    available for $3,995 prebuilt after a decade of development. Premade=

    chocolate cores cost $49 per pack of 10. The printer allows users to
    p=
    rogram the heat of its nozzle to a tenth of a degree. It can create a
    wid=
    e range of shapes and textures, but there are still some problems
    to work=
    out. This article shares what it is like using the machine.
    Pictures of =
    chocolate prints made by the machine are available.=20

    =E2=9A=A1=20

    Q=
    UICK LINKS

    NEEDS BEFORE TOOLS: A PRAGMATIC APPROACH TO AI WORKFLOW IN=
    TEGRATION
    (10 MINUTE READ) [13]=20

    People should be defining problems=
    and then finding the tools to
    solve those problems.=20

    ENGINEERS ARE=
    NOT A COMMODITY (5 MINUTE READ) [14]=20

    People have different skills a=
    nd abilities - thinking of engineers as
    interchangeable is a mistake.=20
    =

    TAGRISSO-CHEMO CLEARED IN US AS 1ST-LINE LUNG CANCER THERAPY (3
    MINUT=
    E READ) [15]=20

    The use of Tagrisso and chemo together lowered the risk=
    of disease
    progression or death in patients with EGFR-positive non-small=
    cell
    lung cancer.=20

    WHY SEQUOIA IS FUNDING OPEN SOURCE DEVELOPERS V=
    IA A NEW EQUITY-FREE
    FELLOWSHIP (6 MINUTE READ) [16]=20

    While Sequoia=
    won't recoup its cash directly, it stands to benefit in
    other ways - man=
    y of its investments rely heavily on open-source
    software.=20

    WE=
    =E2=80=99RE ENTERING A GOLDEN AGE OF ENGINEERING BIOLOGY (18 MINUTE READ)=

    [17]=20

    For the first time in history, biology has the opportunity t=
    o be
    engineering, not science.=20

    DISNEY STAR TURNED SPACE CEO: BRIDG=
    IT MENDLER LAUNCHES SATELLITE DATA
    STARTUP BACKED BY MAJOR VCS (5 MINUTE =
    READ) [18]=20

    Northwood aims to mass-produce ground stations that conne=
    ct to
    satellites in space.=20

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    =
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    max-width:0px; opacity:0; overflow:hidden; visibility:hidden; mso-hide:all= ;">ChatGPT has seen declining web traffic in five of the past eight months&= nbsp;</div>


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    107) !important; font-size: 30px;">R</span>

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    <table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"></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;">

    <h3><strong>TLDR <span id=3D"date">2024-02-20</span></strong></h3>
    </div>
    </td></tr></tbody></table>


    </td></tr></tbody></table>
    </td></tr></tbody></table>
    </td></tr>
    <tr bgcolor=3D""><td class=3D"container">

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

    <h3><strong>Big Tech &amp; Startups</strong></h3>
    </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" ce= llspacing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"= padding: 15px 15px;">=20
    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.thewrap.com%2Fchatgpt-growth-2024%2F%3Futm_source= =3Dtldrnewsletter/1/0100018dc64ff33b-2e17d20f-7324-4f01-ac82-9644ace3a9fb-0= 00000/q0tHidnjb8JcsoQgwruq6BdjSW8EEObEi5t5CAOomCs=3D341">
    <span>
    <strong>ChatGPT=E2=80=99s Growth Is=
    Flatlining (4 minute read)</strong>
    </span>
    </a>
    <br><br>
    <span style=3D"font-family: &quot;Helvetica=
    Neue&quot;, Helvetica, Arial, Verdana, sans-serif;">
    ChatGPT has seen declining web traffic =
    in five of the past eight months. It is currently down 11% from its May 202=
    3 peak. Its mobile app has seen fewer users than Snapchat added last quarte=
    r alone. The competition in the AI space means that OpenAI will have to pum=
    p out hits to stay ahead.
    </span>
    </span>
    </div>=20
    </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= ;">=20
    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.macrumors.com%2F2024%2F02%2F19%2Fgurman-apple-visio= n-pro-2-at-least-18-months-away%2F%3Futm_source=3Dtldrnewsletter/1/0100018d= c64ff33b-2e17d20f-7324-4f01-ac82-9644ace3a9fb-000000/CQKVxMAqmm3LO3mT1Fh3gt= C9S0HdXXThfYFns9Lc1yc=3D341">
    <span>
    <strong>Apple Vision Pro 2 at Least=
    18 Months Away (2 minute read)</strong>
    </span>
    </a>
    <br><br>
    <span style=3D"font-family: &quot;Helvetica=
    Neue&quot;, Helvetica, Arial, Verdana, sans-serif;">
    The second generation of Apple's Vision=
    Pro headset is at least 18 months away from launch. Apple is keenly intere= sted in feedback from customers who choose to return the first-generation h= eadset as it will use the information to perfect the next version of the de= vice. The Vision Pro will likely follow a refresh cycle longer than that of=
    the iPad. There are rumors that Apple may launch a more affordable Vision = headset around 2025.
    </span>
    </span>
    </div>=20
    </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;">

    <h3><strong>Science &amp; Futuristic Technology</strong></h3>
    </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" ce= llspacing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"= padding: 15px 15px;">=20
    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fspectrum.ieee.org%2Fdna-data-storage%3Futm_source=3Dtld= rnewsletter/1/0100018dc64ff33b-2e17d20f-7324-4f01-ac82-9644ace3a9fb-000000/= xs9U2AteIbJ9qRVM0YKT-yPDmX50Rg-tfOQd0cJMkcE=3D341">
    <span>
    <strong>The Quest for a DNA Data Dr= ive (17 minute read)</strong>
    </span>
    </a>
    <br><br>
    <span style=3D"font-family: &quot;Helvetica=
    Neue&quot;, Helvetica, Arial, Verdana, sans-serif;">
    The rate of information production is i= ncreasing faster than the storage density of tape. Using current technologi=
    es will mean that, in the coming decades, we will need exponentially more m= agnetic tape, disk drives, and flash memory - as well as the factories to p= roduce the storage media. DNA is cheap, readily available, and stable at ro=
    om temperature for millennia. Organizations around the world are already ta= king the first steps towards building a DNA drive that can both read and wr= ite DNA data.
    </span>
    </span>
    </div>=20
    </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= ;">=20
    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fnews.mit.edu%2F2024%2Ftiny-tamper-proof-id-tag-can-auth= enticate-almost-anything-0218%3Futm_source=3Dtldrnewsletter/1/0100018dc64ff= 33b-2e17d20f-7324-4f01-ac82-9644ace3a9fb-000000/lnpmQpYsozyKYlkUgFCHBuOV7SQ= nZQr0gvuQcXrdrGw=3D341">
    <span>
    <strong>This tiny, tamper-proof ID = tag can authenticate almost anything (6 minute read)</strong>
    </span>
    </a>
    <br><br>
    <span style=3D"font-family: &quot;Helvetica=
    Neue&quot;, Helvetica, Arial, Verdana, sans-serif;">
    MIT researchers have developed an antit= ampering ID tag that is tiny, cheap, and secure. It is several times smalle=
    r and significantly cheaper than the traditional radio frequency tags that = are used to verify product authenticity. The tags use glue containing micro= scopic metal particles. This glue forms unique patterns that can be detecte=
    d using terahertz waves. The system uses AI to compare glue patterns and ca= lculate their similarity. The tags could be used to authenticate items too = small for traditional RFIDs.
    </span>
    </span>
    </div>=20
    </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;">

    <h3><strong>Programming, Design &amp; Data Science</strong></h3>
    </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" ce= llspacing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"= padding: 15px 15px;">=20
    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fgithub.com%2FKalabasa%2Fhtmz%3Futm_source=3Dtldrnewslet= ter/1/0100018dc64ff33b-2e17d20f-7324-4f01-ac82-9644ace3a9fb-000000/AK8xQ3qo= Ald2lmTp0UuUPza2pqHohhEMy6oE-bcApdQ=3D341">
    <span>
    <strong>htmz (GitHub Repo)</strong>
    </span>
    </a>
    <br><br>
    <span style=3D"font-family: &quot;Helvetica=
    Neue&quot;, Helvetica, Arial, Verdana, sans-serif;">
    htmz is a minimalist HTML microframewor=
    k for creating dynamic web user interfaces. It allows developers to load HT=
    ML resources within any element in a page. htmz only requires an inline HTM=
    L snippet to work - there are no dependencies and no backend is required.
    </span>
    </span>
    </div>=20
    </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= ;">=20
    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fold.reddit.com%2Fr%2Fsingularity%2Fcomments%2F1atjz9v%2= Five_put_a_complex_codebase_into_a_single%2F%3Futm_source=3Dtldrnewsletter/= 1/0100018dc64ff33b-2e17d20f-7324-4f01-ac82-9644ace3a9fb-000000/siPvHH6sIXV4= ox3Je2_FAMmdZanJ4UO-47cw-EN01FY=3D341">
    <span>
    <strong>I've put a complex codebase=
    into a single 120K-token prompt, and asked 7 questions GPT-4 and Gemini 1.=
    5. Here are the results! (5 minute read)</strong>
    </span>
    </a>
    <br><br>
    <span style=3D"font-family: &quot;Helvetica=
    Neue&quot;, Helvetica, Arial, Verdana, sans-serif;">
    This Reddit user recently put two compl=
    ex codebases into GPT-4-Turbo-128K and Gemini 1.5 and asked them questions.=
    The codebases implemented a parallel inet runtime, so it involved some har=
    d compiler stuff. Gemini 1.5 completely outperformed GPT-4-Turbo-128K in th=
    e task of understanding the codebases. Most of the questions that GPT-4 got=
    wrong are ones it would have answered correctly in a smaller context. Gemi=
    ni still struggled to create a complete mental model of the system, but it =
    is extremely good at locating existing information, making long-range conne= ctions, and doing some limited reasoning on top of this information.
    </span>
    </span>
    </div>=20
    </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><h3>Miscellaneous</h3></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" cellpad= ding=3D"0" cellspacing=3D"0" width=3D"100%"><tbody><tr><td class=3D"contain= er" style=3D"padding: 15px 15px;">=20
    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Ftwitter.com%2FJayScambler%2Fstatus%2F175937254253026115= 4%3Futm_source=3Dtldrnewsletter/1/0100018dc64ff33b-2e17d20f-7324-4f01-ac82-= 9644ace3a9fb-000000/FaKwGtitXNUwC5C11F-nCp9PxaVk4ggUPR1Ioc2eOyY=3D341">
    <span>
    <strong>Groq is serving the fastest=
    responses I've ever seen (2 minute read)</strong>
    </span>
    </a>
    <br><br>
    <span style=3D"font-family: &quot;Helvetica=
    Neue&quot;, Helvetica, Arial, Verdana, sans-serif;">
    Groq can serve up to 500 tokens per sec= ond. It is able to do this because it uses custom hardware that utilizes Li= near Processor Units (LPUs) instead of GPUs. LPUs are designed to deliver d= eterministic performance for AI computations. They offer a more streamlined=
    approach that eliminates the need for complex scheduling hardware, allowin=
    g every clock cycle to be utilized effectively. The system ensures consiste=
    nt latency and throughput. LPUs can be linked together without the traditio= nal bottlenecks found in GPU clusters, making them extremely scalable.
    </span>
    </span>
    </div>=20
    </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= ;">=20
    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.theverge.com%2F2024%2F2%2F17%2F24074150%2Fcocoa-pre= ss-3d-printed-chocolate%3Futm_source=3Dtldrnewsletter/1/0100018dc64ff33b-2e= 17d20f-7324-4f01-ac82-9644ace3a9fb-000000/k_WQy2tJeaoJUfLWh8p1Vno37JzN28tiU= 1BZUeR1Dog=3D341">
    <span>
    <strong>I printed chocolate on a 3D=
    printer and ate it (7 minute read)</strong>
    </span>
    </a>
    <br><br>
    <span style=3D"font-family: &quot;Helvetica=
    Neue&quot;, Helvetica, Arial, Verdana, sans-serif;">
    The Cocoa Press is a 3D printer that pr= ints chocolate. It is now available for $3,995 prebuilt after a decade of d= evelopment. Premade chocolate cores cost $49 per pack of 10. The printer al= lows users to program the heat of its nozzle to a tenth of a degree. It can=
    create a wide range of shapes and textures, but there are still some probl= ems to work out. This article shares what it is like using the machine. Pic= tures of chocolate prints made by the machine are available.
    </span>
    </span>
    </div>=20
    </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>
    </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;">

    <h3><strong>Quick Links</strong></h3>
    </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" cellpad= ding=3D"0" cellspacing=3D"0" width=3D"100%"><tbody><tr><td class=3D"contain= er" style=3D"padding: 15px 15px;">=20
    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Ftfthacker.substack.com%2Fp%2Fneeds-before-tools%3Futm_s= ource=3Dtldrnewsletter/1/0100018dc64ff33b-2e17d20f-7324-4f01-ac82-9644ace3a= 9fb-000000/qIrAVA9PzSsaX8RfAMYoHFKQemHOAIaJj__yCXv0cAI=3D341">
    <span>
    <strong>Needs Before Tools: A Pragm= atic Approach to AI Workflow Integration (10 minute read)</strong>
    </span>
    </a>
    <br><br>
    <span style=3D"font-family: &quot;Helvetica=
    Neue&quot;, Helvetica, Arial, Verdana, sans-serif;">
    People should be defining problems and = then finding the tools to solve those problems.
    </span>
    </span>
    </div>=20
    </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= ;">=20
    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fstaysaasy.com%2Fstartups%2F2024%2F02%2F17%2FEngineering= -Talent.html%3Futm_source=3Dtldrnewsletter/1/0100018dc64ff33b-2e17d20f-7324= -4f01-ac82-9644ace3a9fb-000000/JQTfhAJFv19XPsfKItCqAowfTmDgTVoPQatXfdey3fI= =3D341">
    <span>
    <strong>Engineers Are Not A Commodi=
    ty (5 minute read)</strong>
    </span>
    </a>
    <br><br>
    <span style=3D"font-family: &quot;Helvetica=
    Neue&quot;, Helvetica, Arial, Verdana, sans-serif;">
    People have different skills and abilit= ies - thinking of engineers as interchangeable is a mistake.
    </span>
    </span>
    </div>=20
    </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= ;">=20
    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fpharmaphorum.com%2Fnews%2Ftagrisso-chemo-cleared-us-1st= -line-lung-cancer-therapy%3Futm_source=3Dtldrnewsletter/1/0100018dc64ff33b-= 2e17d20f-7324-4f01-ac82-9644ace3a9fb-000000/iCw7NQHfKLRs-7DxcOoEK5oAC9_nL3r= V4tTsLU_e6Z4=3D341">
    <span>
    <strong>Tagrisso-chemo cleared in U=
    S as 1st-line lung cancer therapy (3 minute read)</strong>
    </span>
    </a>
    <br><br>
    <span style=3D"font-family: &quot;Helvetica=
    Neue&quot;, Helvetica, Arial, Verdana, sans-serif;">
    The use of Tagrisso and chemo together = lowered the risk of disease progression or death in patients with EGFR-posi= tive non-small cell lung cancer.
    </span>
    </span>
    </div>=20
    </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= ;">=20
    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Ftechcrunch.com%2F2024%2F02%2F15%2Fsequoia-open-source-f= ellowship-developer-funding%2F%3Futm_source=3Dtldrnewsletter/1/0100018dc64f= f33b-2e17d20f-7324-4f01-ac82-9644ace3a9fb-000000/AySH61eSztZbnw_66WOVkBslPu= kGRJ9tMu2T9f2wy5Y=3D341">
    <span>
    <strong>Why Sequoia is funding open=
    source developers via a new equity-free fellowship (6 minute read)</strong=

    </span>
    </a>
    <br><br>
    <span style=3D"font-family: &quot;Helvetica=
    Neue&quot;, Helvetica, Arial, Verdana, sans-serif;">
    While Sequoia won't recoup its cash dir= ectly, it stands to benefit in other ways - many of its investments rely he= avily on open-source software.
    </span>
    </span>
    </div>=20
    </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= ;">=20
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