--3CR8r7yU
Content-Type: text/plain; charset=utf-8
Content-Transfer-Encoding: quoted-printable

Big Sleep is an AI agent developed by Google DeepMind and Google
Project =
Zero that actively searches and finds unknown security
vulnerabilities= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0


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

=09=09TLDR=


=09=09TOGETHER WITH [QA Wolf] [4]

TLDR 2025-07-16

=
=E2=9C=82=EF=B8=8F CUT YOUR QA CYCLES DOWN FROM HOURS TO MINUTES WITH AUTOM= ATED
TESTING (SPONSOR) [4]=20

If slow QA processes bottleneck you or =
your software engineering team
and you're releasing slower because of it =
=E2=80=94 you need to check out QA
Wolf.

They get engineering teams =
to 80% automated end-to-end test coverage
[5] and help them SHIP 5X FASTE=
R by reducing QA cycles from hours to
minutes.

QA Wolf [6] takes tes=
ting off your plate. They can get you:

=09* Unlimited parallel test r=
uns
=09* 24-hour maintenance and on-demand test creation
=09* Human-v=
erified bug reports sent directly to your team
=09* Zero flakes, guarant=
eed

The result? Drata's team of 80+ engineers [7] achieved 4x more tes=
t
cases and 86% FASTER QA CYCLES.

No flakes, no delays, just better =
QA =E2=80=94 that's QA Wolf.

Schedule a demo to learn more [8]

=
=F0=9F=93=B1=20

BIG TECH & STARTUPS

OUR AI AGENT BIG SLEEP HELPED =
US DETECT AND FOIL AN IMMINENT EXPLOIT
(1 MINUTE READ) [9]=20

Big Sle=
ep is an AI agent developed by Google DeepMind and Google
Project Zero th=
at actively searches and finds unknown security
vulnerabilities in softwa=
re. It recently helped Google detect and foil
an imminent exploit - possi=
bly a first for an AI agent. Big Sleep is
being deployed to help improve =
the security of widely used open-source
projects. AI cybersecurity agents=
will help free up security teams so
they can focus on high-complexity th=
reats, dramatically scaling their
impact and reach.=20

REFLECTIONS ON=
OPENAI (20 MINUTE READ) [10]=20

Calvin French-Owen joined OpenAI in Ma=
y 2024 and left the company
three weeks ago. This post shares a first-han=
d account of what the
culture of working at the company actually feels li=
ke. It covers how
the company operates without giving away any trade secr=
ets. OpenAI
grew quickly from a group of scientists and tinkerers investi=
gating
the cutting edge of science into an organization with the most vir=
al
consumer app in history and ambitions to sell to governments and
ent=
erprises, making it one of the most fascinating organizations in
history =
at an extremely interesting time.=20

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

SCIENCE & FUTURI=
STIC TECHNOLOGY

THE SECRET TO BETTER AIRPLANE NAVIGATION COULD BE INS=
IDE THE EARTH'S
CRUST (6 MINUTE READ) [11]=20

Airbus' Acubed and Goog=
le spinout SandboxAQ are developing an
alternative to GPS. Its quantum se=
nsing technology is now inching
closer to commercialization. The MagNav q=
uantum-sensing device uses
quantum physics to measure the unique magnetic=
signatures at various
points in the Earth's crust. An AI algorithm is th=
en used to match
those signatures to an exact location. The technology co=
uld be a
promising alternative to GPS in a time when GPS jamming and spoo=
fing
are on the rise.=20

NIST ION CLOCK SETS NEW RECORD FOR MOST ACCU=
RATE CLOCK IN THE WORLD
(7 MINUTE READ) [12]=20

Researchers at the Na=
tional Institute of Standards and Technology
(NIST) have improved their a=
tomic clock so it can perform timekeeping
with 19 decimal places of accur=
acy. The aluminum ion clock is 2.6
times more stable than any other ion c=
lock. Its accuracy will help
facilitate new scientific and technological =
advances, allowing
scientists to explore new concepts in quantum physics =
and build the
tools needed for quantum technology. It could help physicis=
ts explore
physics beyond the Standard Model, such as the possibility tha=
t the
fundamental constants of nature are not fixed values but actually=

changing.=20

=F0=9F=92=BB=20

PROGRAMMING, DESIGN & DATA SCIENCE
=

MOST AI TEAMS STRUGGLE TO GO FROM PROTOTYPE TO PRODUCTION. GOOGLE +
D=
ATADOG LEADERS SHARE 7 WAYS TO FIX IT (SPONSOR) [13]=20

When AI experim=
ents work great in dev but fail in production, it's
often an observabilit=
y problem. In a recent fireside chat, Google's
Director of AI and Datadog=
's VP of Engineering shared 7 key insights
[13] for building production L=
LMs on Google Cloud. Get the ebook now
[13]=20

WE'RE RELEASING THE AR=
TIFICIAL ANALYSIS AI ADOPTION SURVEY REPORT FOR
H1 2025 (3 MINUTE READ) [=
14]=20

The Artificial Analysis Adoption Survey Report examines trends i=
n AI
usage and analyzes adoption rates, primary use cases, and demand
a=
cross chatbots, coding agents, LLM model families, providers, and
chip co=
mpanies. The report found companies are starting to use AI in
production,=
with engineering and R&D being the clear frontrunner use
cases. Google, =
xAI, and DeepSeek have gained share in the first half
of 2025 while Meta =
and Mistral have lost share. Organizations are open
to Chinese models if =
hosted outside of China.=20

TO BE A BETTER PROGRAMMER, WRITE LITTLE PRO=
OFS IN YOUR HEAD (14
MINUTE READ) [15]=20

One trick that helps develo=
pers write code faster and more accurately
is to sketch proofs in your he=
ad when you're working on something
difficult. Doing this without interru=
pting flow takes a lot of
practice, but once you get good at it, you'll f=
ind a surprising amount
of code will work on the first or second try. Thi=
s article
demonstrates a few examples of how this technique can be applie=
d.=20

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

MISCELLANEOUS

THE HALO EFFECT (19 MINUTE =
READ) [16]=20

A new type of deal structure has emerged in AI as an alte=
rnative to
acquisitions and hiring. It involves hiring the core team from=
a
startup and gaining a non-exclusive license to the startup's
intelle=
ctual property in exchange for substantial licensing fees,
which are dist=
ributed as dividends out to investors and employees.
These startups then =
continue to operate under new leadership. These
'Hire And License Out' (H=
ALO) deals are still new and remain poorly
understood.=20

THE TESLA D=
INER IS BASICALLY FINISHED=E2=80=94HERE'S WHAT IT LOOKS LIKE (2
MINUTE RE=
AD) [17]=20

Tesla's Diner, Drive-in, and Supercharger in Los Angeles is=
getting
close to opening. The site is pretty much done - Elon Musk ate a=
meal
at the site, and vehicles have been spotted charging at the chargin=
g
stalls. The site will be open 24 hours a day, 7 days a week when it
f=
inally opens. Photos of the Diner are available in the article.=20

=
=E2=9A=A1=20

QUICK LINKS

CRAVING MORE AI IN YOUR INBOX? (SPONSOR) =
[18]=20

TLDR AI is your daily fix of LLMs, GenAI, and deep learning goo=
dness.
Same TLDR format. Still free.

Subscribe now. [18]

AI IS=
KILLING THE 5-YEAR IT PROJECT (4 MINUTE READ) [19]=20

There are no fiv=
e-year plans anymore, just quick integrations.=20

AMAZON TURNS TO RIVAL=
SPACEX TO LAUNCH NEXT BATCH OF KUIPER INTERNET
SATELLITES (3 MINUTE READ=
) [20]=20

A 27-minute launch window for the KF-01 mission, which aims t=
o send
24 Kuiper satellites to orbit on one of SpaceX's Falcon 9 rockets,=

opened at 2:18 AM ET.=20

ZUCKERBERG'S AI MOONSHOT: META BUILDS DATA =
FORTRESSES TO WIN THE RACE
FOR SUPERINTELLIGENCE (7 MINUTE READ) [21]=20
=

Meta plans to build data centers so large that they cover significant=

portions of Manhattan's footprint.=20

TESLA'S TOP NORTH AMERICAN SAL=
ES EXECUTIVE LEAVES AMID SLUMP (2
MINUTE READ) [22]=20

Troy Jones, vi=
ce president of sales, service, and delivery in North
America, has depart=
ed after 15 years at Tesla.=20

AI CODING TOOLS ARE SHIFTING TO A SURPRI=
SING PLACE: THE TERMINAL (5
MINUTE READ) [23]=20

Developers are incre=
asingly interacting directly with the terminal
instead of working on code=
.=20

FROM MEMO TO MOVEMENT (20 MINUTE READ) [24]=20

This article lo=
oks at the insights, tactics, and workflows Shopify
used to get its worke=
rs to use AI effectively.=20

Love TLDR? Tell your friends and get reward=
s!

Share your referral link below with friends to get free TLDR swag!=
=20

https://refer.tldr.tech/1fd848fa/ [25]=20

=09=09Track your refer=
rals here. [26]

Want to advertise in TLDR? =F0=9F=93=B0

If your =
company is interested in reaching an audience of tech
executives, decisio=
n-makers and engineers, you may want to ADVERTISE
WITH US [27].=20

Wan=
t to work at TLDR? =F0=9F=92=BC

APPLY HERE [28] or send a friend's re=
sume to jobs@tldr.tech and get
$1k if we hire them!=20

If you have an=
y comments or feedback, just respond to this email!=20

Thanks for readin=
g,=20
Dan Ni [29] & Stephen Flanders [30]=20

Manage your subscriptions =
[31] to our other newsletters on tech,
startups, and programming. Or if T=
LDR isn't for you, please
unsubscribe [32].=20

=20

Links:
------=

[1] https://tldr.tech/signup?utm_source=3Dtldr
[2] https://advertise.t= ldr.tech/?utm_source=3Dtldr&utm_medium=3Dnewsletter&utm_campaign=3Dadvertis= etopnav
[3] https://a.tldrnewsletter.com/web-version?ep=3D1&lc=3Db5bb39ac= -a04f-11ee-8692-6388dbdd6fd1&p=3D1430c040-6216-11f0-91d5-9df66e9cb415&pt=3D= campaign&t=3D1752662745&s=3D059513a756c31eb67785cfe3ccca3b624898a1c261e8fcb= 663c9c43c4859c1a8
[4] https://www.qawolf.com?utm_source=3Dtldr&utm_medium= =3Dnewsletter&utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-= _Newsletter_CutQACycles_20250716-None_Experiment-FALSE&utm_term=3Dheadline-= CutYourQACyclesDownFromHoursToMinutesWithAutomatedTesting&utm_content=3DCut= QACycles_ScheduleADemoToLearnMore_None_Headline%3ACutYourQACyclesDownFromHo= ursToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20250716_v1=
_
[5] https://www.qawolf.com/how-it-works?utm_source=3Dtldr&utm_medium=3D= newsletter&utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-_Ne= wsletter_CutQACycles_20250716-None_Experiment-FALSE&utm_term=3Dbody-80Perce= ntAutomatedEndToEndTestCoverage&utm_content=3DCutQACycles_ScheduleADemoToLe= arnMore_None_Headline%3ACutYourQACyclesDownFromHoursToMinutesWithAutomatedT= esting____Newsletter-PrimaryPlacement_20250716_v1_
[6] https://www.qawolf= .com?utm_source=3Dtldr&utm_medium=3Dnewsletter&utm_campaign=3DACQ_All_Demo_= Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20250716-None_Expe= riment-FALSE&utm_term=3Dbody-QAWolf&utm_content=3DCutQACycles_ScheduleADemo= ToLearnMore_None_Headline%3ACutYourQACyclesDownFromHoursToMinutesWithAutoma= tedTesting____Newsletter-PrimaryPlacement_20250716_v1_
[7] https://www.qa= wolf.com/case-studies/drata?utm_source=3Dtldr&utm_medium=3Dnewsletter&utm_c= ampaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACy= cles_20250716-None_Experiment-FALSE&utm_term=3Dbody-DratasTeamOf80PlusEngin= eers&utm_content=3DCutQACycles_ScheduleADemoToLearnMore_None_Headline%3ACut= YourQACyclesDownFromHoursToMinutesWithAutomatedTesting____Newsletter-Primar= yPlacement_20250716_v1_
[8] https://www.qawolf.com?utm_source=3Dtldr&utm_= medium=3Dnewsletter&utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudi= ence_-_Newsletter_CutQACycles_20250716-None_Experiment-FALSE&utm_term=3Dcta= -ScheduleADemoToLearnMore&utm_content=3DCutQACycles_ScheduleADemoToLearnMor= e_None_Headline%3ACutYourQACyclesDownFromHoursToMinutesWithAutomatedTesting= ____Newsletter-PrimaryPlacement_20250716_v1_
[9] https://threadreaderapp.= com/thread/1945109878990627106.html?utm_source=3Dtldrnewsletter
[10] http=
s://calv.info/openai-reflections?utm_source=3Dtldrnewsletter
[11] https:/=
/links.tldrnewsletter.com/Hza7a9
[12] https://www.nist.gov/news-events/ne= ws/2025/07/nist-ion-clock-sets-new-record-most-accurate-clock-world?utm_sou= rce=3Dtldrnewsletter
[13] https://www.datadoghq.com/resources/future-of-a= i-google-cloud-ebook/?utm_source=3Dtldrnewsletter&utm_medium=3Dnewsletter&u= tm_campaign=3Ddg-coreplatform-ww-ai-google-ebook-tldr
[14] https://thread= readerapp.com/thread/1945111158358413348.html?utm_source=3Dtldrnewsletter=

[15] https://the-nerve-blog.ghost.io/to-be-a-better-programmer-write-lit= tle-proofs-in-your-head/?utm_source=3Dtldrnewsletter
[16] https://kwokcha= in.com/2025/07/15/the-halo-effect/?utm_source=3Dtldrnewsletter
[17] https= ://www.teslarati.com/tesla-diner-basically-finished-looks/?utm_source=3Dtld= rnewsletter
[18] https://tldr.tech/ai/?utm_source=3Dtldr&utm_medium=3Dnew= sletter&utm_campaign=3Dquicklinks07162025
[19] https://analyticsindiamag.= com/ai-features/ai-is-killing-the-5-year-it-project/?utm_source=3Dtldrnewsl= etter
[20] https://www.cnbc.com/2025/07/15/amazon-teams-up-with-rival-mus= ks-spacex-to-launch-kuiper-satellites.html?utm_source=3Dtldrnewsletter
[2=
1] https://www.implicator.ai/zuckerbergs-ai-moonshot-meta-builds-data-fortr= esses-to-win-the-race-for-superintelligence/?utm_source=3Dtldrnewsletter
=
[22] https://links.tldrnewsletter.com/ajQ6fG
[23] https://techcrunch.com/= 2025/07/15/ai-coding-tools-are-shifting-to-a-surprising-place-the-terminal/= ?utm_source=3Dtldrnewsletter
[24] https://www.firstround.com/ai/shopify?u=
tm_source=3Dtldrnewsletter
[25] https://refer.tldr.tech/1fd848fa/
[26] =
https://hub.sparklp.co/sub_32edf8dd66ae/1
[27] https://advertise.tldr.tec= h/?utm_source=3Dtldr&utm_medium=3Dnewsletter&utm_campaign=3Dadvertisecta
=
[28] https://jobs.ashbyhq.com/tldr.tech
[29] https://twitter.com/tldrdan=

[30] https://twitter.com/SteveFlanders22
[31] https://tldr.tech/tech/m=
anage?email=3Dtldr%40synchro.net
[32] https://a.tldrnewsletter.com/unsubs= cribe?ep=3D1&l=3Dcfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=3Db5bb39ac-a04f-11= ee-8692-6388dbdd6fd1&p=3D1430c040-6216-11f0-91d5-9df66e9cb415&pt=3Dcampaign= &pv=3D4&spa=3D1752660051&t=3D1752662745&s=3Df0e522b8cea28491f21271455808829= 9ed7b8ef97e4f69d1765c6d390a6fd190
--3CR8r7yU
Content-Type: text/html; charset=utf-8
Content-Transfer-Encoding: quoted-printable

<!DOCTYPE html><html lang=3D"en"><head><meta http-equiv=3D"Content-Type" co= ntent=3D"text/html charset=3DUTF-8"><meta charset=3D"UTF-8"><meta name=3D"v= iewport" content=3D"width=3Ddevice-width"><meta name=3D"x-apple-disable-mes= sage-reformatting"><title>TLDR</title><meta name=3D"color-scheme" content= =3D"light dark"><meta name=3D"supported-color-schemes" content=3D"light dar= k"><style type=3D"text/css">
=09=09=09:root {
=09=09=09=09color-scheme: light dark; supported-color-schemes: light dark; =09=09=09}
=09=09=09
=09=09=09*,
=09=09=09*:after,
=09=09=09*:before {
=09=09=09=09-webkit-box-sizing: border-box; -moz-box-sizing: border-box; bo= x-sizing: border-box;
=09=09=09}
=09=09=09
=09=09=09* {
=09=09=09=09-ms-text-size-adjust: 100%; -webkit-text-size-adjust: 100%; =09=09=09}
=09=09=09
=09=09=09html,
=09=09=09body,
=09=09=09.document {
=09=09=09=09width: 100% !important; height: 100% !important; margin: 0; pad= ding: 0;
=09=09=09}
=09=09=09
=09=09=09body {
=09=09=09=09-webkit-font-smoothing: antialiased; -moz-osx-font-smoothing: g= rayscale; text-rendering: optimizeLegibility;
=09=09=09}
=09=09=09
=09=09=09div[style*=3D"margin: 16px 0"] {
=09=09=09=09margin: 0 !important;
=09=09=09}
=09=09=09
=09=09=09table,
=09=09=09td {
=09=09=09=09mso-table-lspace: 0pt; mso-table-rspace: 0pt;
=09=09=09}
=09=09=09
=09=09=09table {
=09=09=09=09border-spacing: 0; border-collapse: collapse; table-layout: fix= ed; margin: 0 auto;
=09=09=09}
=09=09=09
=09=09=09img {
=09=09=09=09-ms-interpolation-mode: bicubic; max-width: 100%; border: 0; =09=09=09}
=09=09=09
=09=09=09*[x-apple-data-detectors] {
=09=09=09=09color: inherit !important; text-decoration: none !important; =09=09=09}
=09=09=09
=09=09=09.x-gmail-data-detectors,
=09=09=09.x-gmail-data-detectors *,
=09=09=09.aBn {
=09=09=09=09border-bottom: 0 !important; cursor: default !important;
=09=09=09}
=09=09=09
=09=09=09.btn {
=09=09=09=09-webkit-transition: all 200ms ease; transition: all 200ms ease; =09=09=09}
=09=09=09
=09=09=09.btn:hover {
=09=09=09=09background-color: #f67575; border-color: #f67575;
=09=09=09}
=09=09=09
=09=09=09* {
=09=09=09=09font-family: Arial, Helvetica, sans-serif; font-size: 18px; =09=09=09}
=09=09=09
=09=09=09@media screen and (max-width: 600px) {
=09=09=09=09.container {
=09=09=09=09=09width: 100%; margin: auto;
=09=09=09=09}
=09=09=09=09.stack {
=09=09=09=09=09display: block!important; width: 100%!important; max-width: = 100%!important;
=09=09=09=09}
=09=09=09=09.btn {
=09=09=09=09=09display: block; width: 100%; text-align: center;
=09=09=09=09}
=09=09=09}
=09=09=09
=09=09=09body,
=09=09=09p,
=09=09=09td,
=09=09=09tr,
=09=09=09.body,
=09=09=09table,
=09=09=09h1,
=09=09=09h2,
=09=09=09h3,
=09=09=09h4,
=09=09=09h5,
=09=09=09h6,
=09=09=09div,
=09=09=09span {
=09=09=09=09background-color: #FEFEFE !important; color: #010101 !important=
;
=09=09=09}
=09=09=09
=09=09=09@media (prefers-color-scheme: dark) {
=09=09=09=09body,
=09=09=09=09p,
=09=09=09=09td,
=09=09=09=09tr,
=09=09=09=09.body,
=09=09=09=09table,
=09=09=09=09h1,
=09=09=09=09h2,
=09=09=09=09h3,
=09=09=09=09h4,
=09=09=09=09h5,
=09=09=09=09h6,
=09=09=09=09div,
=09=09=09=09span {
=09=09=09=09=09background-color: #27292D !important; color: #FEFEFE !import= ant;
=09=09=09=09}
=09=09=09}
=09=09=09
=09=09=09a {
=09=09=09=09color: inherit !important; text-decoration: underline !importan=
t;
=09=09=09}

=09=09</style><!--[if mso | ie]>
=09=09<style type=3D"text/css">
=09=09=09a {
=09=09=09=09background-color: #FEFEFE !important; color: #010101 !important=
;
=09=09=09}
=09=09=09@media (prefers-color-scheme: dark) {
=09=09=09=09a {
=09=09=09=09=09background-color: #27292D !important; color: #FEFEFE !import= ant;
=09=09=09=09}
=09=09=09}
=09 </style>
=09=09=09<![endif]--></head><body class=3D"">



<div style=3D"display: none; max-height: 0px; overflow: hidden;">Big Sleep =
is an AI agent developed by Google DeepMind and Google Project Zero that ac= tively searches and finds unknown security vulnerabilities&nbsp;=E2=80=8C&n= bsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&n= bsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&n= bsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&n= bsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&n= bsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&n= bsp;&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>

<div style=3D"display: none; max-height: 0px; overflow: hidden;">

</div>

<table align=3D"center" class=3D"document"><tbody><tr><td valign=3D"top">

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" cl= ass=3D"container" width=3D"600"><tbody><tr class=3D"inner-body"><td>

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr class=3D"header"><td bgcolor=3D"" class=3D"containe=


<table width=3D"100%"><tbody><tr><td class=3D"container">

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" style=3D"margin-top: 0px;" 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: 15px 15px;">
<div style=3D"text-align: center;">
<span style=3D"margin-right: 0px;"><a href=3D"https://tracking.tldrnewslett= er.com/CL0/https:%2F%2Ftldr.tech%2Fsignup%3Futm_source=3Dtldr/1/0100019812d= 72385-fef9434e-9513-4ed3-bc8a-70b8e1ee37f8-000000/6shXCc-d3Eyp-CrdC_vY6e0Rk= c704qQmhIDLuJCQ5y0=3D414" rel=3D"noopener noreferrer" target=3D"_blank"><sp= an>Sign Up</span></a>
<span>|</span><span style=3D"margin-right: 2px; margin-left: 2px;"><a href= =3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fadvertise.tldr.tech= %2F%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dadvertis= etopnav/1/0100019812d72385-fef9434e-9513-4ed3-bc8a-70b8e1ee37f8-000000/5Q4J= QPumO_RPat3rTPV0Q4h6AhKHUUi-H7uu3ZzpVwM=3D414" rel=3D"noopener noreferrer" = target=3D"_blank"><span>Advertise</span></a></span><span>|</span><span styl= e=3D"margin-left: 2px;"><a href=3D"https://tracking.tldrnewsletter.com/CL0/= https:%2F%2Fa.tldrnewsletter.com%2Fweb-version%3Fep=3D1%26lc=3Db5bb39ac-a04= f-11ee-8692-6388dbdd6fd1%26p=3D1430c040-6216-11f0-91d5-9df66e9cb415%26pt=3D= campaign%26t=3D1752662745%26s=3D059513a756c31eb67785cfe3ccca3b624898a1c261e= 8fcb663c9c43c4859c1a8/1/0100019812d72385-fef9434e-9513-4ed3-bc8a-70b8e1ee37= f8-000000/helw5YaphKaUrx7fwK5ReqOK_RKbaL4yg4IZFIK7DBE=3D414"><span>View Onl= ine</span></a></span>

</span></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"text-= align: center;"><span data-darkreader-inline-color=3D"" style=3D"--darkread= er-inline-color:#3db3ff; color: rgb(51, 175, 255) !important; font-size: 30= px;">T</span><span style=3D"font-size: 30px;"><span data-darkreader-inline-= color=3D"" style=3D"color: rgb(232, 192, 96) !important; --darkreader-inlin= e-color:#e8c163; font-size:30px;">L</span><span data-darkreader-inline-colo= r=3D"" style=3D"color: rgb(101, 195, 173) !important; --darkreader-inline-c= olor:#6ec7b2; font-size:30px;">D</span></span><span data-darkreader-inline-= color=3D"" style=3D"--darkreader-inline-color:#dd6e6e; color: rgb(220, 107,=
107) !important; font-size: 30px;">R</span></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 id=3D"together-with"><td align=3D"cent= er" height=3D"20" style=3D"vertical-align:middle !important;" valign=3D"mid= dle" width=3D"100%"><strong style=3D"vertical-align:middle !important; heig= ht: 100%;">Together With </strong>
<a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawolf.c= om%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ_All_D= emo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20250716-None_= Experiment-FALSE%26utm_term=3Dheadline-CutYourQACyclesDownFromHoursToMinute= sWithAutomatedTesting%26utm_content=3DCutQACycles_ScheduleADemoToLearnMore_= None_Headline%253ACutYourQACyclesDownFromHoursToMinutesWithAutomatedTesting= ____Newsletter-PrimaryPlacement_20250716_v1_/1/0100019812d72385-fef9434e-95= 13-4ed3-bc8a-70b8e1ee37f8-000000/RRvnNIqmHWeardUOn7guGJ4pD5IsToNqMzDakYS4CE= 8=3D414"><img src=3D"https://images.tldr.tech/qawolf50-2.png" valign=3D"mid= dle" style=3D"vertical-align: middle !important; height: 100%;" alt=3D"QA W= olf"></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">2025-07-16</span></strong></h1>
</div>
</td></tr></tbody></table>

<table style=3D"table-layout: fixed; width:100%;" width=3D"100%"><tbody><tr=
id=3D"sponsy-copy"><td class=3D"container" style=3D"padding: 15px 15px;">
<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.qawolf.com%3Futm_source=3Dtldr%26utm_medium=3Dnewsl= etter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-_Newsl= etter_CutQACycles_20250716-None_Experiment-FALSE%26utm_term=3Dheadline-CutY= ourQACyclesDownFromHoursToMinutesWithAutomatedTesting%26utm_content=3DCutQA= Cycles_ScheduleADemoToLearnMore_None_Headline%253ACutYourQACyclesDownFromHo= ursToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20250716_v1= _/2/0100019812d72385-fef9434e-9513-4ed3-bc8a-70b8e1ee37f8-000000/K8uQGwiJpG= p2-Al5dEuNM828_h6UFsIJ_TDD5kmOhhY=3D414">
<span>
<strong>=E2=9C=82=EF=B8=8F Cut your=
QA cycles down from hours to minutes with automated testing (Sponsor)</str=

</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
If slow QA processes bottleneck you or = your software engineering team and you're releasing slower because of it = =E2=80=94 you need to check out QA Wolf.<p></p><p>They get engineering team=
s to <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qaw= olf.com%2Fhow-it-works%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_= campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQAC= ycles_20250716-None_Experiment-FALSE%26utm_term=3Dbody-80PercentAutomatedEn= dToEndTestCoverage%26utm_content=3DCutQACycles_ScheduleADemoToLearnMore_Non= e_Headline%253ACutYourQACyclesDownFromHoursToMinutesWithAutomatedTesting___= _Newsletter-PrimaryPlacement_20250716_v1_/1/0100019812d72385-fef9434e-9513-= 4ed3-bc8a-70b8e1ee37f8-000000/qib4wEfgCiHzrZxAmSI8rvLW8vrmuj3yuei88Dumy_k= =3D414" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>80% au= tomated end-to-end test coverage</span></a> and help them <strong>ship 5x f= aster </strong>by reducing QA cycles from hours to minutes.</p>

<p><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawol= f.com%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ_Al= l_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20250716-No= ne_Experiment-FALSE%26utm_term=3Dbody-QAWolf%26utm_content=3DCutQACycles_Sc= heduleADemoToLearnMore_None_Headline%253ACutYourQACyclesDownFromHoursToMinu= tesWithAutomatedTesting____Newsletter-PrimaryPlacement_20250716_v1_/1/01000= 19812d72385-fef9434e-9513-4ed3-bc8a-70b8e1ee37f8-000000/paOepEvjof-sV0sd2be= wOHZORmWrozfN_--WiN9rGgA=3D414" rel=3D"noopener noreferrer nofollow" target= =3D"_blank"><span>QA Wolf</span></a> takes testing off your plate. They can=
get you:</p>


<li>Unlimited parallel test runs</li>
<li>24-hour maintenance and on-demand test creation</li>
<li>Human-verified bug reports sent directly to your team</li>
<li>Zero flakes, guaranteed</li>
</ul>

<p>The result? <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F= %2Fwww.qawolf.com%2Fcase-studies%2Fdrata%3Futm_source=3Dtldr%26utm_medium= =3Dnewsletter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience= _-_Newsletter_CutQACycles_20250716-None_Experiment-FALSE%26utm_term=3Dbody-= DratasTeamOf80PlusEngineers%26utm_content=3DCutQACycles_ScheduleADemoToLear= nMore_None_Headline%253ACutYourQACyclesDownFromHoursToMinutesWithAutomatedT= esting____Newsletter-PrimaryPlacement_20250716_v1_/1/0100019812d72385-fef94= 34e-9513-4ed3-bc8a-70b8e1ee37f8-000000/he4JhuKOx3-OK7G-Ytg3c_961Bc6-8g7Lvj1= 5ShqQas=3D414" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span= >Drata's team of 80+ engineers</span></a> achieved 4x more test cases and <= strong>86% faster QA cycles</strong>.</p>

<p>No flakes, no delays, just better QA =E2=80=94 that's QA Wolf.</p>

<p><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawol= f.com%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ_Al= l_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20250716-No= ne_Experiment-FALSE%26utm_term=3Dcta-ScheduleADemoToLearnMore%26utm_content= =3DCutQACycles_ScheduleADemoToLearnMore_None_Headline%253ACutYourQACyclesDo= wnFromHoursToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_202= 50716_v1_/1/0100019812d72385-fef9434e-9513-4ed3-bc8a-70b8e1ee37f8-000000/KM= -xuCkK3TDe2gsMM6J-8Em6k3EmmDIS3oAJvGmXSJg=3D414" rel=3D"noopener noreferrer=
nofollow" target=3D"_blank"><span>Schedule a demo to learn more</span></a>



</span></span></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;">

<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%2Fthreadreaderapp.com%2Fthread%2F1945109878990627106.html= %3Futm_source=3Dtldrnewsletter/1/0100019812d72385-fef9434e-9513-4ed3-bc8a-7= 0b8e1ee37f8-000000/1f2l5iG0I4M8d7TdCSYTfkW5PKH6kcJ4GIFS1LrcNh4=3D414">
<span>
<strong>Our AI agent Big Sleep help=
ed us detect and foil an imminent exploit (1 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Big Sleep is an AI agent developed by G= oogle DeepMind and Google Project Zero that actively searches and finds unk= nown security vulnerabilities in software. It recently helped Google detect=
and foil an imminent exploit - possibly a first for an AI agent. Big Sleep=
is being deployed to help improve the security of widely used open-source = projects. AI cybersecurity agents will help free up security teams so they = can focus on high-complexity threats, dramatically scaling their impact and=
reach.
</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%2Fcalv.info%2Fopenai-reflections%3Futm_source=3Dtldrnewsl= etter/1/0100019812d72385-fef9434e-9513-4ed3-bc8a-70b8e1ee37f8-000000/TSqLKE= 454h4ELeWQh0ZLK8uGeTspUZ6hXHS0X31R-70=3D414">
<span>
<strong>Reflections on OpenAI (20 m= inute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Calvin French-Owen joined OpenAI in May=
2024 and left the company three weeks ago. This post shares a first-hand a= ccount of what the culture of working at the company actually feels like. I=
t covers how the company operates without giving away any trade secrets. Op= enAI grew quickly from a group of scientists and tinkerers investigating th=
e cutting edge of science into an organization with the most viral consumer=
app in history and ambitions to sell to governments and enterprises, makin=
g it one of the most fascinating organizations in history at an extremely i= nteresting time.
</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%2Flinks.tldrnewsletter.com%2FHza7a9/1/0100019812d72385-fe= f9434e-9513-4ed3-bc8a-70b8e1ee37f8-000000/cUpuzfTSJgaOjh6iNyCkvVlHK-szNVjTW= ouSjGbQSL0=3D414">
<span>
<strong>The Secret to Better Airpla=
ne Navigation Could Be Inside the Earth's Crust (6 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Airbus' Acubed and Google spinout Sandb= oxAQ are developing an alternative to GPS. Its quantum sensing technology i=
s now inching closer to commercialization. The MagNav quantum-sensing devic=
e uses quantum physics to measure the unique magnetic signatures at various=
points in the Earth's crust. An AI algorithm is then used to match those s= ignatures to an exact location. The technology could be a promising alterna= tive to GPS in a time when GPS jamming and spoofing are on the rise.
</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%2Fwww.nist.gov%2Fnews-events%2Fnews%2F2025%2F07%2Fnist-io= n-clock-sets-new-record-most-accurate-clock-world%3Futm_source=3Dtldrnewsle= tter/1/0100019812d72385-fef9434e-9513-4ed3-bc8a-70b8e1ee37f8-000000/jd-9K5A= I-EtujK7JYOWgVnJzLyJVS7pVxO2OMCESUv8=3D414">
<span>
<strong>NIST Ion Clock Sets New Rec= ord for Most Accurate Clock in the World (7 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Researchers at the National Institute o=
f Standards and Technology (NIST) have improved their atomic clock so it ca=
n perform timekeeping with 19 decimal places of accuracy. The aluminum ion = clock is 2.6 times more stable than any other ion clock. Its accuracy will = help facilitate new scientific and technological advances, allowing scienti= sts to explore new concepts in quantum physics and build the tools needed f=
or quantum technology. It could help physicists explore physics beyond the = Standard Model, such as the possibility that the fundamental constants of n= ature are not fixed values but actually changing.
</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.datadoghq.com%2Fresources%2Ffuture-of-ai-google-clo= ud-ebook%2F%3Futm_source=3Dtldrnewsletter%26utm_medium=3Dnewsletter%26utm_c= ampaign=3Ddg-coreplatform-ww-ai-google-ebook-tldr/1/0100019812d72385-fef943= 4e-9513-4ed3-bc8a-70b8e1ee37f8-000000/dsfdnPP9DoE_I7fACYtM-TOiIQCj5dt4T-7ue= mJWTLw=3D414">
<span>
<strong>Most AI teams struggle to g=
o from prototype to production. Google + Datadog leaders share 7 ways to fi=
x it (Sponsor)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
When AI experiments work great in dev b=
ut fail in production, it's often an observability problem. In a recent fir= eside chat, Google's Director of AI and Datadog's VP of Engineering shared =
<a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.datadogh= q.com%2Fresources%2Ffuture-of-ai-google-cloud-ebook%2F%3Futm_source=3Dtldrn= ewsletter%26utm_medium=3Dnewsletter%26utm_campaign=3Ddg-coreplatform-ww-ai-= google-ebook-tldr/2/0100019812d72385-fef9434e-9513-4ed3-bc8a-70b8e1ee37f8-0= 00000/gnNj4aQdyFVM91IlSHf3T-1f_qbyiXTqlwa9dfo3JCM=3D414" rel=3D"noopener no= referrer nofollow" target=3D"_blank"><span>7 key insights</span></a> for bu= ilding production LLMs on Google Cloud. <a href=3D"https://tracking.tldrnew= sletter.com/CL0/https:%2F%2Fwww.datadoghq.com%2Fresources%2Ffuture-of-ai-go= ogle-cloud-ebook%2F%3Futm_source=3Dtldrnewsletter%26utm_medium=3Dnewsletter= %26utm_campaign=3Ddg-coreplatform-ww-ai-google-ebook-tldr/3/0100019812d7238= 5-fef9434e-9513-4ed3-bc8a-70b8e1ee37f8-000000/nFdHOdNKXKyY21XZSmtwHF29FYCDc= daM6W8AADrKdMc=3D414" rel=3D"noopener noreferrer nofollow" target=3D"_blank= "><span>Get the ebook now</span></a>
</span>
</span>
</div>
</td></tr></tbody></table>

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

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fthreadreaderapp.com%2Fthread%2F1945111158358413348.html= %3Futm_source=3Dtldrnewsletter/1/0100019812d72385-fef9434e-9513-4ed3-bc8a-7= 0b8e1ee37f8-000000/vnryoHE9wfB3VRnV6JHjUsNswc0xe9YTw7Rf-A0GXjQ=3D414">
<span>
<strong>We're releasing the Artific= ial Analysis AI Adoption Survey Report for H1 2025 (3 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
The Artificial Analysis Adoption Survey=
Report examines trends in AI usage and analyzes adoption rates, primary us=
e cases, and demand across chatbots, coding agents, LLM model families, pro= viders, and chip companies. The report found companies are starting to use =
AI in production, with engineering and R&amp;D being the clear frontrunner = use cases. Google, xAI, and DeepSeek have gained share in the first half of=
2025 while Meta and Mistral have lost share. Organizations are open to Chi= nese models if hosted outside of China.
</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%2Fthe-nerve-blog.ghost.io%2Fto-be-a-better-programmer-wri= te-little-proofs-in-your-head%2F%3Futm_source=3Dtldrnewsletter/1/0100019812= d72385-fef9434e-9513-4ed3-bc8a-70b8e1ee37f8-000000/eC0X-132SJ1-qeBMl0Mem-va= 2gBcqrRo3R4_iCO0uuY=3D414">
<span>
<strong>To be a better programmer, = write little proofs in your head (14 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
One trick that helps developers write c= ode faster and more accurately is to sketch proofs in your head when you're=
working on something difficult. Doing this without interrupting flow takes=
a lot of practice, but once you get good at it, you'll find a surprising a= mount of code will work on the first or second try. This article demonstrat=
es a few examples of how this technique can be applied.
</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%2Fkwokchain.com%2F2025%2F07%2F15%2Fthe-halo-effect%2F%3Fu= tm_source=3Dtldrnewsletter/1/0100019812d72385-fef9434e-9513-4ed3-bc8a-70b8e= 1ee37f8-000000/X8L0sx6GXweX1PMhrWwxefUJ-30WPieGpdPOA4ukk90=3D414">
<span>
<strong>The HALO Effect (19 minute = read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
A new type of deal structure has emerge=
d in AI as an alternative to acquisitions and hiring. It involves hiring th=
e core team from a startup and gaining a non-exclusive license to the start= up's intellectual property in exchange for substantial licensing fees, whic=
h are distributed as dividends out to investors and employees. These startu=
ps then continue to operate under new leadership. These 'Hire And License O= ut' (HALO) deals are still new and remain poorly understood.
</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%2Fwww.teslarati.com%2Ftesla-diner-basically-finished-look= s%2F%3Futm_source=3Dtldrnewsletter/1/0100019812d72385-fef9434e-9513-4ed3-bc= 8a-70b8e1ee37f8-000000/FN0TmtXGWBF3LWzoicEebfh8Dllw-aHLsTigNTTcMy8=3D414">
<span>
<strong>The Tesla Diner is basicall=
y finished=E2=80=94here's what it looks like (2 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Tesla's Diner, Drive-in, and Supercharg=
er in Los Angeles is getting close to opening. The site is pretty much done=
- Elon Musk ate a meal at the site, and vehicles have been spotted chargin=
g at the charging stalls. The site will be open 24 hours a day, 7 days a we=
ek when it finally opens. Photos of the Diner are available in the article.
</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%2Ftldr.tech%2Fai%2F%3Futm_source=3Dtldr%26utm_medium=3Dne= wsletter%26utm_campaign=3Dquicklinks07162025/1/0100019812d72385-fef9434e-95= 13-4ed3-bc8a-70b8e1ee37f8-000000/71NhV8fODKLzqF0ix1zKJ_8k9M9TCFfojpxJvos5zk= c=3D414">
<span>
<strong>Craving more AI in your inb= ox? (Sponsor)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
TLDR AI is your daily fix of LLMs, GenA=
I, and deep learning goodness. Same TLDR format. Still free.<p></p><p><a hr= ef=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftldr.tech%2Fai%2F= %3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dquicklinks0= 7162025/2/0100019812d72385-fef9434e-9513-4ed3-bc8a-70b8e1ee37f8-000000/oIJP= XOI_x4Z47eRn-EId5dfEEMIc2GOotnuQZeFGiHo=3D414" rel=3D"noopener noreferrer n= ofollow" target=3D"_blank"><span>Subscribe now.</span></a>



</span></span></div>
</td></tr></tbody></table>

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

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fanalyticsindiamag.com%2Fai-features%2Fai-is-killing-the= -5-year-it-project%2F%3Futm_source=3Dtldrnewsletter/1/0100019812d72385-fef9= 434e-9513-4ed3-bc8a-70b8e1ee37f8-000000/tMa64OYYn9Yphgw7o-Kacjrv_oMoUu3XYG2= Z8vWhv5o=3D414">
<span>
<strong>AI is Killing the 5-Year IT=
Project (4 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
There are no five-year plans anymore, j= ust quick integrations.
</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%2Fwww.cnbc.com%2F2025%2F07%2F15%2Famazon-teams-up-with-ri= val-musks-spacex-to-launch-kuiper-satellites.html%3Futm_source=3Dtldrnewsle= tter/1/0100019812d72385-fef9434e-9513-4ed3-bc8a-70b8e1ee37f8-000000/g6nMOhV= IabKHGIOp4nfU2IkbZrMsoejpHQNFSoJB8ZQ=3D414">
<span>
<strong>Amazon turns to rival Space=
X to launch next batch of Kuiper internet satellites (3 minute read)</stron=

</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
A 27-minute launch window for the KF-01=
mission, which aims to send 24 Kuiper satellites to orbit on one of SpaceX=
's Falcon 9 rockets, opened at 2:18 AM ET.
</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%2Fwww.implicator.ai%2Fzuckerbergs-ai-moonshot-meta-builds= -data-fortresses-to-win-the-race-for-superintelligence%2F%3Futm_source=3Dtl= drnewsletter/1/0100019812d72385-fef9434e-9513-4ed3-bc8a-70b8e1ee37f8-000000= /GBeDAU8GDt-xV34CsVPaou9KmdKdk6Nn_W1I39-T_4M=3D414">
<span>
<strong>Zuckerberg's AI Moonshot: M= eta Builds Data Fortresses to Win the Race for Superintelligence (7 minute = read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Meta plans to build data centers so lar=
ge that they cover significant portions of Manhattan's footprint.
</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%2FajQ6fG/1/0100019812d72385-fe= f9434e-9513-4ed3-bc8a-70b8e1ee37f8-000000/1hvAQgwg-28g3IWEXUhojSoGPMotB8tzJ= K0TKw06BYw=3D414">
<span>
<strong>Tesla's Top North American = Sales Executive Leaves Amid Slump (2 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Troy Jones, vice president of sales, se= rvice, and delivery in North America, has departed after 15 years at Tesla.
</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%2F07%2F15%2Fai-coding-tools-are-s= hifting-to-a-surprising-place-the-terminal%2F%3Futm_source=3Dtldrnewsletter= /1/0100019812d72385-fef9434e-9513-4ed3-bc8a-70b8e1ee37f8-000000/Tl3CCO6Y9MW= Jj7sFiqrRzJVDKEayBpoV04SU7Cnl1Hc=3D414">
<span>
<strong>AI coding tools are shiftin=
g to a surprising place: The terminal (5 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Developers are increasingly interacting=
directly with the terminal instead of working on code.
</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%2Fwww.firstround.com%2Fai%2Fshopify%3Futm_source=3Dtldrne= wsletter/1/0100019812d72385-fef9434e-9513-4ed3-bc8a-70b8e1ee37f8-000000/re4= Ai9fI-mSqtsgqLGMHOVxu8hDNysJlKjbxPbM7as0=3D414">
<span>
<strong>From Memo to Movement (20 m= inute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
This article looks at the insights, tac= tics, and workflows Shopify used to get its workers to use AI effectively.
</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 align=3D"left" style=3D"word-break=
: break-word; vertical-align: top; padding: 5px 10px;">

<p style=3D"padding: 0; margin: 0; font-size: 22px; color: #000000; line-he= ight: 1.6; font-weight: bold;">
Love TLDR? Tell your friends and get rewards!

</td></tr>
<tr><td class=3D"container" style=3D"padding: 0px 10px 15px;">
<div class=3D"text-block">
Share your referral link below with friends to get free TLDR swag!
</div>
</td></tr>
<tr><td align=3D"left" style=3D"padding: 10px;">
<div class=3D"text-block">
<a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Frefer.tldr.t= ech%2F1fd848fa%2F/1/0100019812d72385-fef9434e-9513-4ed3-bc8a-70b8e1ee37f8-0= 00000/HaUnD_ykqTBuols5Z-TmMg208_jd07QT_vP4M0t7hbE=3D414" style=3D"color: #4= 64ba4; text-decoration: underline;">https://refer.tldr.tech/1fd848fa/</a> </div>
</td></tr>
<tr></tr>
<tr><td align=3D"left" style=3D"padding:5px 10px;"><a href=3D"https://track= ing.tldrnewsletter.com/CL0/https:%2F%2Fhub.sparklp.co%2Fsub_32edf8dd66ae%2F= 1/1/0100019812d72385-fef9434e-9513-4ed3-bc8a-70b8e1ee37f8-000000/dF0-yNWGS9= H1fw7amJuN4Sggj53YeN6-oMw5TX6kPBM=3D414" style=3D"font-size: 16px; line-hei= ght: 1.6; padding: 10px 0; display: inline-block; text-decoration: underl= ine;"><span style=3D"mso-text-raise:13pt; text-decoration: underline;">Trac=
k your referrals here.</span></a></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 align=3D"left" style=3D"word-break=
: break-word; vertical-align: top; padding: 5px 10px;">

<p style=3D"padding: 0; margin: 0; font-size: 22px; color: #000000; line-he= ight: 1.6; font-weight: bold;">
Want to advertise in TLDR? =F0=9F=93=B0

<div class=3D"text-block" style=3D"margin-top: 10px;">
If your company is interested in reaching an audience of tech executives, d= ecision-makers and engineers, you may want to <a href=3D"https://tracking.t= ldrnewsletter.com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source=3Dtld= r%26utm_medium=3Dnewsletter%26utm_campaign=3Dadvertisecta/1/0100019812d7238= 5-fef9434e-9513-4ed3-bc8a-70b8e1ee37f8-000000/ChIz2KPkVrP_4DZ2T--Gu8gQTkpIZ= Dy9OXqSRSqgPl4=3D414"><strong><span>advertise with us</span></strong></a>. </div>

<!-- New "Want to work at TLDR?" section -->

<p style=3D"padding: 0; margin: 0; font-size: 22px; color: #000000; line-he= ight: 1.6; font-weight: bold;">
Want to work at TLDR? =F0=9F=92=BC

<div class=3D"text-block" style=3D"margin-top: 10px;">
<a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq= .com%2Ftldr.tech/1/0100019812d72385-fef9434e-9513-4ed3-bc8a-70b8e1ee37f8-00= 0000/Zkpr8yWpUqGpPYY_8ryUZz9juzkTupKoZubdptxoYkw=3D414" rel=3D"noopener nor= eferrer" style=3D"color: #0000EE; text-decoration: underline;" target=3D"_b= lank"><strong>Apply here</strong></a> or send a friend's resume to <a href= =3D"mailto:jobs@tldr.tech" style=3D"color: #0000EE; text-decoration: underl= ine;">jobs@tldr.tech</a> and get $1k if we hire them!
</div>

<div class=3D"text-block">
If you have any comments or feedback, just respond to this email!

<br> Thanks for reading,

<a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftwitter.com%= 2Ftldrdan/1/0100019812d72385-fef9434e-9513-4ed3-bc8a-70b8e1ee37f8-000000/wC= ukeMTagytFiy0XnZiG7dmalrplaF2p043Rf6M-Ljk=3D414"><span>Dan Ni</span></a> &a= mp; <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftwitter.= com%2FSteveFlanders22/1/0100019812d72385-fef9434e-9513-4ed3-bc8a-70b8e1ee37= f8-000000/ho8Sx-0rdyb6rSTnLBJzL_XDUUH36Kc07l6oj90GnW8=3D414"><span>Stephen = Flanders</span></a>


</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: 15px 15px;">
<div class=3D"text-block" id=3D"testing-id">
<a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftldr.tech%2F= tech%2Fmanage%3Femail=3Dtldr%2540synchro.net/1/0100019812d72385-fef9434e-95= 13-4ed3-bc8a-70b8e1ee37f8-000000/o73E_7u6EtDmuBRPEAM4uPHDlMmUcjflfkgw780KTI= k=3D414">Manage your subscriptions</a> to our other newsletters on tech, st= artups, and programming. Or if TLDR isn't for you, please <a href=3D"https:= //tracking.tldrnewsletter.com/CL0/https:%2F%2Fa.tldrnewsletter.com%2Funsubs= cribe%3Fep=3D1%26l=3Dcfa2d55a-b7be-11e8-a3c9-06b79b628af2%26lc=3Db5bb39ac-a= 04f-11ee-8692-6388dbdd6fd1%26p=3D1430c040-6216-11f0-91d5-9df66e9cb415%26pt= =3Dcampaign%26pv=3D4%26spa=3D1752660051%26t=3D1752662745%26s=3Df0e522b8cea2= 8491f212714558088299ed7b8ef97e4f69d1765c6d390a6fd190/1/0100019812d72385-fef= 9434e-9513-4ed3-bc8a-70b8e1ee37f8-000000/BVwdjpLJbMR8M0QKr__VuUX5VgwJvztK2M= j9K7qJT5A=3D414">unsubscribe</a>.

</div>
</td></tr></tbody></table>
</td></tr></tbody></table>
</td></tr></tbody></table>
</td></tr></tbody></table>
</td></tr></tbody></table>
<img alt=3D"" src=3D"http://tracking.tldrnewsletter.com/CI0/0100019812d7238= 5-fef9434e-9513-4ed3-bc8a-70b8e1ee37f8-000000/2Tjqhq0kiNl0Y-vW27J7TWdPqWFWj= H_0BH2EcAKyZxM=3D414" style=3D"display: none; width: 1px; height: 1px;"> </body></html>
--3CR8r7yU--


---
￭ Synchronet ￭ Vertrauen ￭ Home of Synchronet ￭ [vert/cvs/bbs].synchro.net