• xAI's Grok 3 tops charts

    From TLDR@VERT to All on Tue Feb 18 11:40:00 2025
    xAI has released Grok 3 and unveiled new capabilities for the Grok iOS
    and web apps. The company used around 200,000 GPUs to train Grok
    3


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    BIG TECH & STARTUPS

    ELON MUSK'S XAI RELEASES ITS LATEST FLAGSHIP MODEL, GROK 3 (5 MINUTE
    READ) [7]

    xAI has released Grok 3 and unveiled new capabilities for the Grok
    iOS and web apps. The company used an enormous data center in Memphis
    that contained around 200,000 GPUs to train Grok 3. Grok 3 is a family
    of models: Grok 3 mini responds to questions more quickly but at the
    cost of some accuracy; Grok 3, which beats GPT-4o on some benchmarks;
    Grok 3 Reasoning, which surpasses the best investigation of o3-mini on
    several popular benchmarks; and Grok 3 mini Reasoning. Subscribers to
    X's Premium+ tier will be first to get access to Grok 3.

    IPHONE 17 DESIGN WILL BE DRAMATICALLY DIFFERENT, SAYS LEAKER (2
    MINUTE READ) [8]

    A new leak claims that the iPhone 17 Air will have its cameras
    arranged in a horizontal bar. The iPhone 17 Pro models will use a
    larger but still horizontal bar. Along with the new camera layout,
    it's been reported that the iPhone 17 Pro will return to having curved
    sides. It is unclear how reliable or accurate the rumors are, but the
    leaker has been accurate about camera details before.

    ¨

    SCIENCE & FUTURISTIC TECHNOLOGY

    FIRST 1.5-MILE STRETCH OF SAUDI'S AUDACIOUS LINE MEGACITY BEGINS TO
    RISE (2 MINUTE READ) [9]

    Construction has begun on the first phase of the Line, Saudi Arabia's
    planned 170-kilometer-long megacity in the desert. The first phase,
    which will stretch 2.5 kilometers, will be named Hidden Marina. It
    will be made up of three individual modular segments measuring 21
    million square meters. Hidden Marina will host an initial population
    of around 200,000 residents. It will have 80,000 residential units,
    9,000 hotel rooms, commercial and retail spaces, fire stations,
    schools, police and security services, and other amenities. Residents
    will have access to all daily essentials within a five-minute walk and high-speed rail will provide transit around the metropolis.

    RESEARCHERS ARE TRAINING AI TO INTERPRET ANIMAL EMOTIONS (1 MINUTE
    READ) [10]

    Several teams around the world are working on AI systems to help
    humans understand animals. A group at the University of the West of
    England Bristol and Scotland's Rural College have developed a system
    called Intellipig that examines photos of pigs' faces and notifies
    farmers if there are signs of pain, sickness, or emotional distress,
    and a team at the University of Haifa is training AI to identify signs
    of discomfort in dogs' faces. These systems still rely on humans to do
    the initial work of identifying the meanings of different behaviors.

    ¨

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    MINUTE READ) [12]

    WebAssembly allows server-side frameworks to run locally, blurring
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    Rails into the browser in 15 minutes, the behind-the-scenes of Rails wasmification, and the future of Rails and Wasm.

    DEBUGGING AN UNDEBUGGABLE APP (31 MINUTE READ) [13]

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    protections that blocked debuggers from being attached, caused an exit
    when any code was injected, and crashed the whole phone when run with
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    ¨

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    MY TIME AT MIT (2 MINUTE READ) [14]

    Murat Demirbas, a principal research scientist at MongoDB Research,
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    Nancy Lynch. Demirbas was young and he felt like he didn't make as
    much of the experience as he could have. The post includes lessons
    learned from the experience.

    I WAS GIVEN EARLY ACCESS TO GROK 3 EARLIER TODAY, MAKING ME I THINK
    ONE OF THE FIRST FEW WHO COULD RUN A QUICK VIBE CHECK (6 MINUTE READ)
    [15]

    Grok 3 has an around state-of-the-art thinking model that is able to
    solve some advanced questions. It is likely somewhere around o1-pro in
    terms of capability and ahead of DeepSeek-R1. DeepSearch can produce
    high quality responses to various research- or lookup-type questions,
    but it can still hallucinate information - even URLs. Overall, Grok 3
    + Thinking feels somewhere around the state-of-the-art territory of
    OpenAI's strongest models, and slightly better than DeepSeek-R1 and
    Gemini 2.0 Flash Thinking.

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    WHAT ROLE DOES LLM REASONING PLAY FOR SOFTWARE TASKS? (10 MINUTE
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    It is still unclear whether reasoning models are really as big of a
    game changer for software development tasks as they are made out to
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    SEARCHCODE.COM'S SQLITE DATABASE IS PROBABLY 6 TERABYTES BIGGER THAN
    YOURS (6 MINUTE READ) [19]

    searchcode.com's SQLite database is 6.4 gigabytes - this post
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    THE NEW YORK TIMES HAS GREENLIT AI TOOLS FOR PRODUCT AND EDIT STAFF
    (1 MINUTE READ) [20]

    The New York Times is still in a lawsuit against OpenAI and Microsoft
    as the tech companies allegedly violated copyright law by training
    generative AI on the publisher's content.

    TOWARDS COMPOSABLE DATA PLATFORMS (13 MINUTE READ) [21]

    Open Table Formats enable a kind of virtualization - they allow for a
    headless architecture where different platforms can bring their own
    compute to the same data.

    JAILBREAKING YOUR KINDLE (WEBSITE) [22]

    Jailbreaking your Kindle will give you access to custom screensavers,
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    fixi.js is an experimental minimalist implementation of generalized
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  • From TLDR@VERT to All on Tue Feb 18 11:40:00 2025
    --Xn_ob0Hg
    Content-Type: text/plain; charset=utf-8
    Content-Transfer-Encoding: quoted-printable

    xAI has released Grok 3 and unveiled new capabilities for the Grok iOS
    an=
    d web apps. The company used around 200,000 GPUs to train Grok
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    =A0


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

    =09=09TLDR =


    =09=09TOGETHER WITH [WorkOS] [4]

    TLDR 2025-02-18

    THE BATTL=
    E AGAINST BOTS: HOW TO PROTECT YOUR APP (SPONSOR) [4]=20

    Modern bots ar=
    e smarter than ever [5]=E2=80=94executing JavaScript, storing
    cookies, ro=
    tating IPs, and even cracking CAPTCHAs with AI. As attacks
    grow more soph=
    isticated, traditional detection just isn't enough.=20

    Enter WORKOS RADA=
    R [6]=E2=80=94your all-in-one bot defense solution. With
    just a single JS=
    script, you can instantly secure your signup flow
    against brute force at=
    tacks, leaked credentials, and disposable
    emails. Stop bots in their trac=
    ks and keep your real users safe.

    Start protecting your app today with=
    WorkOS Radar [4].

    =F0=9F=93=B1=20

    BIG TECH & STARTUPS

    ELON M=
    USK'S XAI RELEASES ITS LATEST FLAGSHIP MODEL, GROK 3 (5 MINUTE
    READ) [7] =


    xAI has released Grok 3 and unveiled new capabilities for the Grok=

    iOS and web apps. The company used an enormous data center in Memphis
    =
    that contained around 200,000 GPUs to train Grok 3. Grok 3 is a family
    of=
    models: Grok 3 mini responds to questions more quickly but at the
    cost o=
    f some accuracy; Grok 3, which beats GPT-4o on some benchmarks;
    Grok 3 Re=
    asoning, which surpasses the best investigation of o3-mini on
    several pop=
    ular benchmarks; and Grok 3 mini Reasoning. Subscribers to
    X's Premium+ t=
    ier will be first to get access to Grok 3.=20

    IPHONE 17 DESIGN WILL BE =
    DRAMATICALLY DIFFERENT, SAYS LEAKER (2
    MINUTE READ) [8]=20

    A new leak=
    claims that the iPhone 17 Air will have its cameras
    arranged in a horizo=
    ntal bar. The iPhone 17 Pro models will use a
    larger but still horizontal=
    bar. Along with the new camera layout,
    it's been reported that the iPhon=
    e 17 Pro will return to having curved
    sides. It is unclear how reliable o=
    r accurate the rumors are, but the
    leaker has been accurate about camera =
    details before.=20

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

    SCIENCE & FUTURISTIC TECHNOLOGY
    =

    FIRST 1.5-MILE STRETCH OF SAUDI'S AUDACIOUS LINE MEGACITY BEGINS TO
    R=
    ISE (2 MINUTE READ) [9]=20

    Construction has begun on the first phase of=
    the Line, Saudi Arabia's
    planned 170-kilometer-long megacity in the dese=
    rt. The first phase,
    which will stretch 2.5 kilometers, will be named Hid=
    den Marina. It
    will be made up of three individual modular segments measu=
    ring 21
    million square meters. Hidden Marina will host an initial populat=
    ion
    of around 200,000 residents. It will have 80,000 residential units,=

    9,000 hotel rooms, commercial and retail spaces, fire stations,
    school=
    s, police and security services, and other amenities. Residents
    will have=
    access to all daily essentials within a five-minute walk and
    high-speed =
    rail will provide transit around the metropolis.=20

    RESEARCHERS ARE TRA=
    INING AI TO INTERPRET ANIMAL EMOTIONS (1 MINUTE
    READ) [10]=20

    Several=
    teams around the world are working on AI systems to help
    humans understa=
    nd animals. A group at the University of the West of
    England Bristol and =
    Scotland's Rural College have developed a system
    called Intellipig that e=
    xamines photos of pigs' faces and notifies
    farmers if there are signs of =
    pain, sickness, or emotional distress,
    and a team at the University of Ha=
    ifa is training AI to identify signs
    of discomfort in dogs' faces. These =
    systems still rely on humans to do
    the initial work of identifying the me=
    anings of different behaviors.=20

    =F0=9F=92=BB=20

    PROGRAMMING, DESIGN=
    & DATA SCIENCE

    VALIDATE YOUR SAAS IDEA WHILE BUILDING AN AUDIENCE (S=
    PONSOR) [11]=20

    Learn how to validate market demand for your next SaaS =
    idea before
    investing resources blindly. In this guide, we'll show you ho=
    w to
    capture intent and keep interested parties engaged as you build
    to=
    wards your launch.=20

    RUBY ON RAILS ON WEBASSEMBLY, THE FULL-STACK IN-B=
    ROWSER JOURNEY (19
    MINUTE READ) [12]=20

    WebAssembly allows server-sid=
    e frameworks to run locally, blurring
    the boundaries of classic web devel=
    opment and opening up exciting new
    possibilities. This post walks readers=
    through how to create a Rails
    application that runs fully in your browse=
    r. It covers how to bring
    Rails into the browser in 15 minutes, the behin=
    d-the-scenes of Rails
    wasmification, and the future of Rails and Wasm. =


    DEBUGGING AN UNDEBUGGABLE APP (31 MINUTE READ) [13]=20

    This arti=
    cle discusses how to debug an app with anti-debugging
    protections that bl=
    ocked debuggers from being attached, caused an exit
    when any code was inj=
    ected, and crashed the whole phone when run with
    jailbreak on. It walks t=
    hrough the steps of how to attach a debugger,
    bypass jailbreak detection,=
    and inject code. The article is detailed
    and contains a lot of screensho=
    ts, logs, and code.=20

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

    MISCELLANEOUS

    MY TIME AT=
    MIT (2 MINUTE READ) [14]=20

    Murat Demirbas, a principal research scien=
    tist at MongoDB Research,
    spent a year at MIT's Computer Science departme=
    nt as a postdoc twenty
    years ago. This post details his experience workin=
    g with Professor
    Nancy Lynch. Demirbas was young and he felt like he didn=
    't make as
    much of the experience as he could have. The post includes les=
    sons
    learned from the experience.=20

    I WAS GIVEN EARLY ACCESS TO GROK=
    3 EARLIER TODAY, MAKING ME I THINK
    ONE OF THE FIRST FEW WHO COULD RUN A =
    QUICK VIBE CHECK (6 MINUTE READ)
    [15]=20

    Grok 3 has an around state-o=
    f-the-art thinking model that is able to
    solve some advanced questions. I=
    t is likely somewhere around o1-pro in
    terms of capability and ahead of D=
    eepSeek-R1. DeepSearch can produce
    high quality responses to various rese=
    arch- or lookup-type questions,
    but it can still hallucinate information =
    - even URLs. Overall, Grok 3
    + Thinking feels somewhere around the state-=
    of-the-art territory of
    OpenAI's strongest models, and slightly better th=
    an DeepSeek-R1 and
    Gemini 2.0 Flash Thinking.=20

    TLDR IS HIRING CURAT=
    ORS FOR OUR NEW TLDR DATA NEWSLETTER (FULLY
    REMOTE, $100/HR)=20

    TLDR =
    is hiring part time curators to launch our TLDR Data newsletter.

    The i=
    deal candidate would have deep experience working directly with
    data ware=
    houses, data pipelines, data lakes, and other modern cloud
    infrastructure=
    .

    Time commitment is ~2-3 HOURS/WEEK PAID AT A RATE OF $100/HR. To app=
    ly
    please send your LinkedIn or resume to jobs@tldr.tech along with a
    c=
    ouple sentences on why you'd be a good fit!

    =E2=9A=A1=20

    QUICK LINK=
    S

    INCREASE VELOCITY OF PLAYWRIGHT TEST AUTOMATION BY 5X (SPONSOR) [16=
    ]=20

    Watch QA Wolf AI [17] generate a Playwright test for Figma's
    pro=
    totyper in just 6 minutes compared to 29 minutes without AI.=20

    WHAT RO=
    LE DOES LLM REASONING PLAY FOR SOFTWARE TASKS? (10 MINUTE
    READ) [18]=20
    =

    It is still unclear whether reasoning models are really as big of a
    g=
    ame changer for software development tasks as they are made out to
    be. =


    SEARCHCODE.COM'S SQLITE DATABASE IS PROBABLY 6 TERABYTES BIGGER THAN=

    YOURS (6 MINUTE READ) [19]=20

    searchcode.com's SQLite database is 6.=
    4 gigabytes - this post
    discusses how the project got to that size, the t=
    echnologies it uses,
    and why it uses SQLite.=20

    THE NEW YORK TIMES HA=
    S GREENLIT AI TOOLS FOR PRODUCT AND EDIT STAFF
    (1 MINUTE READ) [20]=20
    =

    The New York Times is still in a lawsuit against OpenAI and Microsoft=

    as the tech companies allegedly violated copyright law by training
    gen=
    erative AI on the publisher's content.=20

    TOWARDS COMPOSABLE DATA PLATF=
    ORMS (13 MINUTE READ) [21]=20

    Open Table Formats enable a kind of virtu=
    alization - they allow for a
    headless architecture where different platfo=
    rms can bring their own
    compute to the same data.=20

    JAILBREAKING YOU=
    R KINDLE (WEBSITE) [22]=20

    Jailbreaking your Kindle will give you acces=
    s to custom screensavers,
    custom fonts, and more apps, but there are risk=
    s, such as potentially
    voiding the Kindle's warranty and permanently brea=
    king the device.=20

    FIXI.JS (GITHUB REPO) [23]=20

    fixi.js is an exp=
    erimental minimalist implementation of generalized
    hypermedia controls. =


    Love TLDR? Tell your friends and get rewards!

    Share your referr=
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    <div style=3D"display: none; max-height: 0px; overflow: hidden;">xAI has re= leased Grok 3 and unveiled new capabilities for the Grok iOS and web apps. = The company used around 200,000 GPUs to train Grok 3&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%2Fworkos.com%2= Fradar%3Futm_medium=3Dnewsletter%26utm_source=3Dtldr-primary%26utm_campaign= =3D20250218/1/0100019518dbc57b-4b2f019d-3722-4099-a0a7-2aacf490fbb3-000000/= RucQOo6D0CJ1x5jklXa8oh-tCI40D38Bt8WWjN2Edic=3D392"><img src=3D"https://imag= es.tldr.tech/workos50.png" valign=3D"middle" style=3D"vertical-align: middl=
    e !important; height: 100%;" alt=3D"WorkOS"></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">2025-02-18</span></strong></h1>
    </div>
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    <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%2Fworkos.com%2Fradar%3Futm_medium=3Dnewsletter%26utm_sour= ce=3Dtldr-primary%26utm_campaign=3D20250218/2/0100019518dbc57b-4b2f019d-372= 2-4099-a0a7-2aacf490fbb3-000000/YIW9-07hBLzTfY4OuBxX7C4ckj5gbWHlDB6547Ucguw= =3D392">
    <span>
    <strong>The Battle against Bots: Ho=
    w to protect your app (Sponsor)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Modern <a href=3D"https://tracking.tldr= newsletter.com/CL0/https:%2F%2Fworkos.com%2Fblog%2Fwhat-is-device-fingerpri= nting-and-how-does-it-work%3Futm_medium=3Dnewsletter%26utm_source=3Dtldr-pr= imary%26utm_campaign=3D20250213/1/0100019518dbc57b-4b2f019d-3722-4099-a0a7-= 2aacf490fbb3-000000/c5_W_5HA1iiZiGMuf4fP_VW8IEDHMJcFyI2XXRCVcg8=3D392" rel= =3D"noopener noreferrer nofollow" target=3D"_blank"><span>bots are smarter = than ever</span></a>=E2=80=94executing JavaScript, storing cookies, rotatin=
    g IPs, and even cracking CAPTCHAs with AI. As attacks grow more sophisticat= ed, traditional detection just isn't enough.

    <br>Enter <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwo= rkos.com%2Fblog%2Fradar%3Futm_medium=3Dnewsletter%26utm_source=3Dtldr-prima= ry%26utm_campaign=3D20250218/1/0100019518dbc57b-4b2f019d-3722-4099-a0a7-2aa= cf490fbb3-000000/RO4CjdLh1B6qhe4YMymiSe6de6RmyAWbUu4eD0WQiYc=3D392" rel=3D"= noopener noreferrer nofollow" target=3D"_blank"><span><strong>WorkOS Radar<= /strong></span></a>=E2=80=94your all-in-one bot defense solution. With just=
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    <div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =93=B1</span></div></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 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>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%2Ftechcrunch.com%2F2025%2F02%2F17%2Felon-musks-ai-company= -xai-releases-its-latest-flagship-ai-grok-3%2F%3Futm_source=3Dtldrnewslette= r/1/0100019518dbc57b-4b2f019d-3722-4099-a0a7-2aacf490fbb3-000000/XER0ufp6IU= 1IcNPLoDep-a-ZBU_bL-GXP0rKecm_2Pw=3D392">
    <span>
    <strong>Elon Musk's xAI releases it=
    s latest flagship model, Grok 3 (5 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    xAI has released Grok 3 and unveiled ne=
    w capabilities for the Grok iOS and web apps. The company used an enormous = data center in Memphis that contained around 200,000 GPUs to train Grok 3. = Grok 3 is a family of models: Grok 3 mini responds to questions more quickl=
    y but at the cost of some accuracy; Grok 3, which beats GPT-4o on some benc= hmarks; Grok 3 Reasoning, which surpasses the best investigation of o3-mini=
    on several popular benchmarks; and Grok 3 mini Reasoning. Subscribers to X=
    's Premium+ tier will be first to get access to Grok 3.
    </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%2Fappleinsider.com%2Farticles%2F25%2F02%2F17%2Fiphone-17-= design-will-be-dramatically-different-says-leaker%3Futm_source=3Dtldrnewsle= tter/1/0100019518dbc57b-4b2f019d-3722-4099-a0a7-2aacf490fbb3-000000/O73CB0I= qSDsQRXbN_jZw29q0NfmiU3ucU0H3grwgC7s=3D392">
    <span>
    <strong>iPhone 17 design will be dr= amatically different, says leaker (2 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    A new leak claims that the iPhone 17 Ai=
    r will have its cameras arranged in a horizontal bar. The iPhone 17 Pro mod= els will use a larger but still horizontal bar. Along with the new camera l= ayout, it's been reported that the iPhone 17 Pro will return to having curv=
    ed sides. It is unclear how reliable or accurate the rumors are, but the le= aker has been accurate about camera details before.
    </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%2Fnewatlas.com%2Farchitecture%2Fline-construction-update-= first-phase-feb%2F%3Futm_source=3Dtldrnewsletter/1/0100019518dbc57b-4b2f019= d-3722-4099-a0a7-2aacf490fbb3-000000/yj3CfJrY7j-sbRVuvIkDoDQfdS40F0mPl3pGcW= 5lYV0=3D392">
    <span>
    <strong>First 1.5-mile stretch of S= audi's audacious Line megacity begins to rise (2 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Construction has begun on the first pha=
    se of the Line, Saudi Arabia's planned 170-kilometer-long megacity in the d= esert. The first phase, which will stretch 2.5 kilometers, will be named Hi= dden Marina. It will be made up of three individual modular segments measur= ing 21 million square meters. Hidden Marina will host an initial population=
    of around 200,000 residents. It will have 80,000 residential units, 9,000 = hotel rooms, commercial and retail spaces, fire stations, schools, police a=
    nd security services, and other amenities. Residents will have access to al=
    l daily essentials within a five-minute walk and high-speed rail will provi=
    de transit around the metropolis.
    </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%2Ftechcrunch.com%2F2025%2F02%2F16%2Fresearchers-are-train= ing-ai-to-interpret-animal-emotions%2F%3Futm_source=3Dtldrnewsletter/1/0100= 019518dbc57b-4b2f019d-3722-4099-a0a7-2aacf490fbb3-000000/HZDpXGbnZz-TVIGk_P= K4CLDxqtU9UcduuRHLUbKtY78=3D392">
    <span>
    <strong>Researchers are training AI=
    to interpret animal emotions (1 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Several teams around the world are work= ing on AI systems to help humans understand animals. A group at the Univers= ity of the West of England Bristol and Scotland's Rural College have develo= ped a system called Intellipig that examines photos of pigs' faces and noti= fies farmers if there are signs of pain, sickness, or emotional distress, a=
    nd a team at the University of Haifa is training AI to identify signs of di= scomfort in dogs' faces. These systems still rely on humans to do the initi=
    al work of identifying the meanings of different behaviors.
    </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%2Fgo.clerk.com%2F350jwxu%3Futm_source=3Dtldrnewsletter/1/= 0100019518dbc57b-4b2f019d-3722-4099-a0a7-2aacf490fbb3-000000/bVSuXrDPv5BSg9= -VuN9xZ9huwcy5HS6S0HZsYSXqfX0=3D392">
    <span>
    <strong>Validate your SaaS idea whi=
    le building an audience (Sponsor)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Learn how to validate market demand for=
    your next SaaS idea before investing resources blindly. In this guide, we'=
    ll show you how to capture intent and keep interested parties engaged as yo=
    u build towards your launch.
    </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%2Fweb.dev%2Fblog%2Fruby-on-rails-on-webassembly%3Futm_sou= rce=3Dtldrnewsletter/1/0100019518dbc57b-4b2f019d-3722-4099-a0a7-2aacf490fbb= 3-000000/gN-RMLEig64nQe7oxRG55on7q05OrHtZPHPHAbEm2E0=3D392">
    <span>
    <strong>Ruby on Rails on WebAssembl=
    y, the full-stack in-browser journey (19 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    WebAssembly allows server-side framewor=
    ks to run locally, blurring the boundaries of classic web development and o= pening up exciting new possibilities. This post walks readers through how t=
    o create a Rails application that runs fully in your browser. It covers how=
    to bring Rails into the browser in 15 minutes, the behind-the-scenes of Ra= ils wasmification, and the future of Rails and Wasm.
    </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%2Fbryce.co%2Fundebuggable%2F%3Futm_source=3Dtldrnewslette= r/1/0100019518dbc57b-4b2f019d-3722-4099-a0a7-2aacf490fbb3-000000/2TuM_Xn5UM= 53l3Fd48ldhffyNVf-Wc469V22BPVhJHI=3D392">
    <span>
    <strong>Debugging An Undebuggable A=
    pp (31 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    This article discusses how to debug an = app with anti-debugging protections that blocked debuggers from being attac= hed, caused an exit when any code was injected, and crashed the whole phone=
    when run with jailbreak on. It walks through the steps of how to attach a = debugger, bypass jailbreak detection, and inject code. The article is detai= led and contains a lot of screenshots, logs, and code.
    </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%2Fmuratbuffalo.blogspot.com%2F2025%2F02%2Fmy-time-at-mit.= html%3Futm_source=3Dtldrnewsletter/1/0100019518dbc57b-4b2f019d-3722-4099-a0= a7-2aacf490fbb3-000000/t0MHKDlDwOvebsiGssGtZrxdE5_MzwT3PMOksHYjpiA=3D392">
    <span>
    <strong>My Time at MIT (2 minute re= ad)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Murat Demirbas, a principal research sc= ientist at MongoDB Research, spent a year at MIT's Computer Science departm= ent as a postdoc twenty years ago. This post details his experience working=
    with Professor Nancy Lynch. Demirbas was young and he felt like he didn't = make as much of the experience as he could have. The post includes lessons = learned from the experience.
    </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%2Fthreadreaderapp.com%2Fthread%2F1891720635363254772.html= %3Futm_source=3Dtldrnewsletter/1/0100019518dbc57b-4b2f019d-3722-4099-a0a7-2= aacf490fbb3-000000/-N75wA4meBB6CBheT4qy94x4whtUbIF1pyfHKmmfiRk=3D392">
    <span>
    <strong>I was given early access to=
    Grok 3 earlier today, making me I think one of the first few who could run=
    a quick vibe check (6 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Grok 3 has an around state-of-the-art t= hinking model that is able to solve some advanced questions. It is likely s= omewhere around o1-pro in terms of capability and ahead of DeepSeek-R1. Dee= pSearch can produce high quality responses to various research- or lookup-t= ype questions, but it can still hallucinate information - even URLs. Overal=
    l, Grok 3 + Thinking feels somewhere around the state-of-the-art territory =
    of OpenAI's strongest models, and slightly better than DeepSeek-R1 and Gemi=
    ni 2.0 Flash Thinking.
    </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"mailto:jobs@tldr.tech?utm_source= =3Dtldrnewsletter">
    <span>
    <strong>TLDR is hiring curators for=
    our new TLDR Data newsletter (Fully Remote, $100/hr)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    TLDR is hiring part time curators to la= unch our TLDR Data newsletter.<p></p><p>The ideal candidate would have deep=
    experience working directly with data warehouses, data pipelines, data lak= es, and other modern cloud infrastructure.</p><p>Time commitment is <strong= >~2-3 hours/week paid at a rate of $100/hr</strong>. To apply please send y= our LinkedIn or resume to <a href=3D"mailto:jobs@tldr.tech" rel=3D"noopener=
    noreferrer nofollow" target=3D"_blank"><span>jobs@tldr.tech</span></a> alo=
    ng with a couple sentences on why you'd be a good fit!



    </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>
    </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>Quick Links</strong></h1>
    </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%2Fwww.qawolf.com%3Futm_source=3Dtldr%26utm_medium=3Dnewsl= etter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-_Newsl= etter_PlaywrightTestAutomationVelocity_20250218-None_Experiment-FALSE%26utm= _term=3Dheadline-IncreaseVelocityOfPlaywrightTestAutomationBy5x%26utm_conte= nt=3D5xFasterTestCreation_None_None_Headline%253AIncreaseVelocityOfPlaywrig= htTestAutomationBy5x_None_None_None_Newsletter-QuickLinks_20250218_v1/1/010= 0019518dbc57b-4b2f019d-3722-4099-a0a7-2aacf490fbb3-000000/BSPcY2yDOJ7RmYi1s= anH2ciBuJuhe4WcgaO3vTgThqE=3D392">
    <span>
    <strong>Increase velocity of Playwr= ight test automation by 5x (Sponsor)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Watch <a href=3D"https://tracking.tldrn= ewsletter.com/CL0/https:%2F%2Fwww.qawolf.com%2Fai%3Futm_source=3Dtldr%26utm= _medium=3Dnewsletter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterA= udience_-_Newsletter_PlaywrightTestAutomationVelocity_20250218-None_Experim= ent-FALSE%26utm_term=3Dbody-QAWolf%26utm_content=3D5xFasterTestCreation_Non= e_None_Headline%253AIncreaseVelocityOfPlaywrightTestAutomationBy5x_None_Non= e_None_Newsletter-QuickLinks_20250218_v1/1/0100019518dbc57b-4b2f019d-3722-4= 099-a0a7-2aacf490fbb3-000000/9gDPS6iMKiBin3IYVXenaiC13mfd8Z67Gy4QN2-_zeE=3D= 392" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>QA Wolf A= I</span></a> generate a Playwright test for Figma's prototyper in just 6 mi= nutes compared to 29 minutes without AI.
    </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%2Fmartinfowler.com%2Farticles%2Fexploring-gen-ai.html%23m= emo-12%3Futm_source=3Dtldrnewsletter/1/0100019518dbc57b-4b2f019d-3722-4099-= a0a7-2aacf490fbb3-000000/omI9dz3CL3jyny1BV-N7ULzZPq3X3R08QmW9_pS-R64=3D392"=

    <span>
    <strong>What role does LLM reasonin=
    g play for software tasks? (10 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    It is still unclear whether reasoning m= odels are really as big of a game changer for software development tasks as=
    they are made out to be.
    </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%2Fboyter.org%2Fposts%2Fsearchcode-bigger-sqlite-than-you%= 2F%3Futm_source=3Dtldrnewsletter/1/0100019518dbc57b-4b2f019d-3722-4099-a0a7= -2aacf490fbb3-000000/Bu_PoH-QCtWWarbY0GzznMh__NkiZhqT8adRdLq_Ud0=3D392">
    <span>
    <strong>searchcode.com's SQLite dat= abase is probably 6 terabytes bigger than yours (6 minute read)</strong>
    </span>



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