--NzKsX1Cq
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Googlebooks are designed from the ground up with Gemini intelligence.
Wig=
gling the cursor on a Googlebook activates a full-screen Gemini
experienc=
e=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=20
=09=09TOGETHER WITH [Datadog] [4]
TLDR 2026-05-13
=
WHAT LLM TELEMETRY FROM 1,000+ ORGS REVEALS ABOUT HOW TEAMS USE AI AT=
SCALE (SPONSOR) [4]=20
Had enough of vague keynotes? This Datadog re=
port [4] draws on real
LLM telemetry from over 1,000 orgs to show what te=
ams are doing in
prod.=C2=A0
Read it to see:
=09* How model pr=
ovider adoption is shifting and why most organizations
are now multi-mode=
l by default
=09* Why LLM tech debt is compounding [4] as teams adopt ne=
w releases
faster than they retire old ones
=09* What the doubling of =
agent framework adoption means for
observability
=09* Where hidden tok=
en costs are coming from and why prompt caching
remains widely underutili=
zed
This is the benchmark for your AI stack. See how it compares [4]=
=F0=9F=93=B1=20
BIG TECH & STARTUPS
GOOGLE'S ANDROID-POWERED=
LAPTOPS ARE CALLED GOOGLEBOOKS, AND THEY'RE
COMING THIS YEAR (4 MINUTE R=
EAD) [5]=20
Googlebooks are designed from the ground up with Gemini int=
elligence.
Wiggling the cursor on a Googlebook activates a full-screen Ge=
mini
experience. The AI can view screen content to make contextual
sugg=
estions, and it can pull in data from multiple apps. Googlebook
devices w=
ill run Android and have access to the Play Store. Most
manufacturers tha=
t make Chromebooks will also offer Googlebooks when
they launch.=20
A=
NDROID IS GETTING A BIG AI OVERHAUL IN 2026 (8 MINUTE READ) [6]=20
Goog=
le is expected to make several AI-related announcements at its
I/O confer=
ence next week. App automation will be a major element of
Android going f=
orward. Gemini will power several new convenience
features, including a c=
ustom widget feature. Almost everything new
will arrive via Play Services=
, app updates, or on specific devices
through partnerships rather than as=
a part of Android 17, which is
slated to launch in June.=20
=
=F0=9F=9A=80=20
SCIENCE & FUTURISTIC TECHNOLOGY
ONCE AGAIN, SPACEX=
HAS SET A NEW RECORD FOR THE TALLEST ROCKET EVER
BUILT (4 MINUTE READ) [=
7]=20
Starship Version 3, taller and more powerful than previous
iter=
ations, comes with numerous upgrades, including higher thrust,
more effic=
ient Raptor engines, a new reusable lattice-like structure
at the top of =
the booster for hot staging, and three modified grid
fins to help bring t=
he first stage back to Earth for recovery and
reuse. This version should =
be capable of in-orbit refueling. At a
height of 408 feet, the rocket's u=
pcoming flight (date yet to be
determined) will mark the first liftoff fr=
om a new launch pad at
Starbase.=20
SPACEX AND GOOGLE ARE IN TALKS TO=
LAUNCH DATA CENTERS IN ORBIT (5
MINUTE READ) [8]=20
Google is in tal=
ks with SpaceX and other rocket-launch companies for
a rocket launch deal=
. Last year, Google announced Project Suncatcher,
a moonshot initiative a=
imed at launching orbital data centers. Many
industry leaders see orbit c=
omputing as a solution to the limitations
of Earthbound data centers. Spa=
ceX is also looking to launch orbital
data centers. The speculative techn=
ology was the center of SpaceX's
pitch to investors ahead of its planned =
IPO.=20
=F0=9F=92=BB=20
PROGRAMMING, DESIGN & DATA SCIENCE
STOP=
WRANGLING GPU CLUSTERS. FINE-TUNE OPEN-SOURCE MODELS IN AN
AFTERNOON WIT=
H CRUSOE CLOUD (SPONSOR) [9]=20
Fine-tuning shouldn't require a platfor=
m build. Crusoe Serverless
Fine-Tuning is now in private preview =
=E2=80=94 submit a job, get your
weights back, ship your model. No cluste=
r provisioning. No surprise
bills. No infrastructure tax.
Request ea=
rly access to Crusoe Serverless Fine-Tuning [9]
REDIS AND THE COST OF=
AMBITION (14 MINUTE READ) [10]=20
Projects developed as personal chall=
enges and learning exercises are
wonderful. However, without a solid use =
case, the maintainer will
likely lose interest in the project and eventua=
lly abandon it. There's
nothing wrong with the ambition to solve problems=
. Just don't lose
sight of what made you successful in the first place. =
WHY SENIOR DEVELOPERS FAIL TO COMMUNICATE THEIR EXPERTISE (7 MINUTE=
READ) [11]=20
Good senior developers aim to lower complexity. Adding=
to a system is
risking more complexity, which creates instability. The r=
est of the
company is focused on reducing uncertainty. Senior developers =
fail to
communicate their expertise as they express their problems in ter=
ms of
complexity management when they should be expressing their solution=
s
in terms of uncertainty reduction.=20
=F0=9F=8E=81=20
MISCELLANEO=
US
APPLE PLANS CUSTOMIZABLE CAMERA FOR PROS, SIRI DESIGN CHANGES IN I=
OS
27 (4 MINUTE READ) [12]=20
Apple plans to upgrade its Camera app t=
o make it fully customizable.
Users will be able to choose which features=
appear and where they're
placed. The next major iPhone update will inclu=
de other design
changes, including system-wide changes such as new animat=
ions and
redesigned tab bars. The update, which will include a revamped S=
iri,
will be unveiled on June 8 at WWDC.=20
AMAZON EMPLOYEES ARE =
=E2=80=9CTOKENMAXXING=E2=80=9D DUE TO PRESSURE TO USE AI
TOOLS (3 MINUTE =
READ) [13]=20
Amazon's MeshClaw product allows employees to create AI a=
gents that
connect to workplace software and carry out tasks on their beh=
alf. It
can initiate code deployments, triage emails, and interact with a=
pps
such as Slack. Some employees are using the software to complete
un=
necessary tasks to increase their consumption of tokens as the
company is=
tracking their usage on internal leaderboards. Many
employees have raise=
d concerns about the security risks of AI tools
that can act on users' be=
half.=20
=E2=9A=A1=20
QUICK LINKS
FREE COURSE: BUILD PROD-GRADE=
AI EVALS LIKE OPENAI, REPLIT, AND
NOTION (SPONSOR) [14]=20
Braintrus=
t's free 1-hour course shows you how leading teams run
thousands of evals=
a day and ship updates within 24 hours. Improve
your AI with data, not v=
ibes. Start the course [14]=20
AI ECONOMICS (5 MINUTE READ) [15]=20
=
Every lab is playing this same game: squeeze more tokens per watt,
price=
highly, and acquire more power.=20
MASSIVE LEAK REVEALS GOOGLE'S ALUMI=
NIUM OS WITH A 16-MINUTE VIDEO (3
MINUTE READ) [16]=20
Google's Alumi=
nium OS is essentially plain Android with several
desktop experience feat=
ures.=20
WHAT IS CODE? (17 MINUTE READ) [17]=20
The future of codin=
g is building better conceptual models,
vocabularies, and foundations on =
top of which both humans and LLMs can
work.=20
PLAID ADDS $382K IN PI=
PELINE WITH TLDR CAMPAIGN (SPONSOR) [18]=20
Plaid achieved their best-p=
erforming direct buy to date, adding $382k
in pipeline, earning 70 leads,=
and achieving 20.1x ROI. Read the Plaid
case study. [18]=20
AMAZON L=
AUNCHES 30-MINUTE DELIVERY ACROSS THE US (3 MINUTE READ) [19]
Amaz=
on Now is now widely available in Atlanta, Dallas-Fort Worth,
Philadelphi=
a, and Seattle.=20
EBAY REJECTS GAMESTOP'S $56 BILLION TAKEOVER BID, CA=
LLING IT
=E2=80=98NEITHER CREDIBLE NOR ATTRACTIVE' (5 MINUTE READ) [20] =
eBay has several concerns with the offer, including uncertainty
ar=
ound GameStop's financing, operational risks, and the debt load that
woul=
d result from the proposed transaction.=20
SPACEX EYES GLOBAL SPACEPORT=
S AS STARSHIP LAUNCH AMBITIONS GROW AHEAD
OF IPO (2 MINUTE READ) [21]=20
=
SpaceX is targeting thousands of Starship launches per year, a
cadenc=
e that will require many different launch locations.=20
Love TLDR? Tell =
your friends and get rewards!
Share your referral link below with fri=
ends to get free TLDR swag!=20
https://refer.tldr.tech/66662a80/ [22] =
=09=09 Track your referrals here. [23]=20
Want to advertise in TLD=
R? =F0=9F=93=B0
If your company is interested in reaching an audience=
of tech
executives, decision-makers and engineers, you may want to ADVER=
TISE
WITH US [24].=20
Want to work at TLDR? =F0=9F=92=BC
APPLY H=
ERE [25], CREATE YOUR OWN ROLE [26] or send a friend's resume
to jobs@tld=
r.tech and get $1k if we hire them! TLDR is one of INC.'S
BEST BOOTSTRAPP=
ED BUSINESSES [27] of 2025.=20
If you have any comments or feedback, ju=
st respond to this email!=20
Thanks for reading,=20
Dan Ni [28] & Stephe=
n Flanders [29]=20
Manage your subscriptions [30] to our other newslett=
ers on tech,
startups, and programming. Or if TLDR isn't for you, please=
unsubscribe [31].=20
=20
Links:
------
[1]
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ignup?utm_source=3Dtldr
[2]
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https://links.tldrnewsletter.com/eWnBt6
[9]
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[10]
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[11]
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[1=
2]
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[14]
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[15]
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Googlebook=
s are designed from the ground up with Gemini intelligence. Wiggling the cu= rsor on a Googlebook activates a full-screen Gemini experience =E2=80= =8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80= =8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80= =8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80= =8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80= =8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80= =8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C </div>
<div style=3D"display: none; max-height: 0px; overflow: hidden;">
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<a href=3D"
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<div style=3D"text-align: center;">
<h1><strong>TLDR <span id=3D"date">2026-05-13</span></strong></h1>
</div>
</td></tr></tbody></table>
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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.datadoghq.com%2Fresources%2Fstate-of-ai-engineering= %2F%3Futm_source=3Dtldrnewsletter%26utm_medium=3Dnewsletter%26utm_campaign= =3Ddg-coreplatform-ww-stateofai-tldr/2/0100019e20dbe71c-7cdbfa89-16b7-495c-= 81c8-5d32a2b87fb5-000000/H5YaK11yZajUDQ7HBSVLOl_j6057_0w6Ip8FaxROOKM=3D452"=
<span>
<strong>What LLM telemetry from 1,0= 00+ orgs reveals about how teams use AI at scale (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Had enough of vague keynotes? <a href= =3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.datadoghq.com%2= Fresources%2Fstate-of-ai-engineering%2F%3Futm_source=3Dtldrnewsletter%26utm= _medium=3Dnewsletter%26utm_campaign=3Ddg-coreplatform-ww-stateofai-tldr/3/0= 100019e20dbe71c-7cdbfa89-16b7-495c-81c8-5d32a2b87fb5-000000/XNTorXtqHuab244= x2zPDp294Niu52ao9BQIWufYgbkg=3D452" rel=3D"noopener noreferrer nofollow" ta= rget=3D"_blank"><span>This Datadog report</span></a> draws on real LLM tele= metry from over 1,000 orgs to show what teams are doing in prod.
<p></p>
<p>Read it to see:</p>
<li>How model provider adoption is shifting and why most organizations are = now multi-model by default</li>
<li>Why <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.= datadoghq.com%2Fresources%2Fstate-of-ai-engineering%2F%3Futm_source=3Dtldrn= ewsletter%26utm_medium=3Dnewsletter%26utm_campaign=3Ddg-coreplatform-ww-sta= teofai-tldr/4/0100019e20dbe71c-7cdbfa89-16b7-495c-81c8-5d32a2b87fb5-000000/= 6eQano6LVg8E8FHVlygsMpMHR4kBrAJm8ojxsdOvZps=3D452" rel=3D"noopener noreferr=
er nofollow" target=3D"_blank"><span>LLM tech debt is compounding</span></a=
as teams adopt new releases faster than they retire old ones</li>
<li>What the doubling of agent framework adoption means for observability</=
<li>Where hidden token costs are coming from and why prompt caching remains=
widely underutilized</li>
</ul>
<p>This is the benchmark for your AI stack. <a href=3D"
https://tracking.tld= rnewsletter.com/CL0/https:%2F%2Fwww.datadoghq.com%2Fresources%2Fstate-of-ai= -engineering%2F%3Futm_source=3Dtldrnewsletter%26utm_medium=3Dnewsletter%26u= tm_campaign=3Ddg-coreplatform-ww-stateofai-tldr/5/0100019e20dbe71c-7cdbfa89= -16b7-495c-81c8-5d32a2b87fb5-000000/cJAfvm2YHBRsmevPRT2ANnGsOgWveQtoUF6FEFZ= Ey2g=3D452" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>Se=
e how it compares</span></a>
</span></span></div>
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<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =93=B1</span></div></div>
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<div class=3D"text-block">
<div style=3D"text-align: center;">
<h1><strong>Big Tech & 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%2Farstechnica.com%2Fgadgets%2F2026%2F05%2Fgoogles-android= -powered-laptops-are-called-googlebooks-and-theyre-coming-this-year%2F%3Fut= m_source=3Dtldrnewsletter/1/0100019e20dbe71c-7cdbfa89-16b7-495c-81c8-5d32a2= b87fb5-000000/WGLiubRqS2xGQqA1PezWSjACPecWR6iXoLGVBRSpaNE=3D452">
<span>
<strong>Google's Android-powered la= ptops are called Googlebooks, and they're coming this year (4 minute read)<= /strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Googlebooks are designed from the groun=
d up with Gemini intelligence. Wiggling the cursor on a Googlebook activate=
s a full-screen Gemini experience. The AI can view screen content to make c= ontextual suggestions, and it can pull in data from multiple apps. Googlebo=
ok devices will run Android and have access to the Play Store. Most manufac= turers that make Chromebooks will also offer Googlebooks when they 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%2Farstechnica.com%2Fgadgets%2F2026%2F05%2Fgoogle-says-and= roid-is-getting-a-big-ai-overhaul-in-2026%2F%3Futm_source=3Dtldrnewsletter/= 1/0100019e20dbe71c-7cdbfa89-16b7-495c-81c8-5d32a2b87fb5-000000/JavTPGJK1qt6= CGbtOhgcN-UEsXGcbsq-U1R-VO11aFA=3D452">
<span>
<strong>Android is getting a big AI=
overhaul in 2026 (8 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Google is expected to make several AI-r= elated announcements at its I/O conference next week. App automation will b=
e a major element of Android going forward. Gemini will power several new c= onvenience features, including a custom widget feature. Almost everything n=
ew will arrive via Play Services, app updates, or on specific devices throu=
gh partnerships rather than as a part of Android 17, which is slated to lau= nch in June.
</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 & 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%2Farstechnica.com%2Fspace%2F2026%2F05%2Fspacex-completes-= fueling-test-setting-stage-for-first-launch-of-starship-v3%2F%3Futm_source= =3Dtldrnewsletter/1/0100019e20dbe71c-7cdbfa89-16b7-495c-81c8-5d32a2b87fb5-0= 00000/XPU434542Qp4UrFBs7i-AKC_hrhx-TQSLs853l7JILM=3D452">
<span>
<strong>Once again, SpaceX has set =
a new record for the tallest rocket ever built (4 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Starship Version 3, taller and more pow= erful than previous iterations, comes with numerous upgrades, including hig= her thrust, more efficient Raptor engines, a new reusable lattice-like stru= cture at the top of the booster for hot staging, and three modified grid fi=
ns to help bring the first stage back to Earth for recovery and reuse. This=
version should be capable of in-orbit refueling. At a height of 408 feet, = the rocket's upcoming flight (date yet to be determined) will mark the firs=
t liftoff from a new launch pad at Starbase.
</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%2FeWnBt6/1/0100019e20dbe71c-7c= dbfa89-16b7-495c-81c8-5d32a2b87fb5-000000/gbEvEVDy50k1ONKIbMgIQVb0bLBMQPhku= PAp74mTl_k=3D452">
<span>
<strong>SpaceX and Google Are in Ta= lks to Launch Data Centers in Orbit (5 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Google is in talks with SpaceX and othe=
r rocket-launch companies for a rocket launch deal. Last year, Google annou= nced Project Suncatcher, a moonshot initiative aimed at launching orbital d= ata centers. Many industry leaders see orbit computing as a solution to the=
limitations of Earthbound data centers. SpaceX is also looking to launch o= rbital data centers. The speculative technology was the center of SpaceX's = pitch to investors ahead of its planned IPO.
</span>
</span>
</div>
</td></tr></tbody></table>
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<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =92=BB</span></div></div>
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<div class=3D"text-block">
<div style=3D"text-align: center;">
<h1><strong>Programming, Design & 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.crusoe.ai%2Fcontact-sales%2Fserverless-preview%3Fut= m_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dserverlessfinetu= ning/1/0100019e20dbe71c-7cdbfa89-16b7-495c-81c8-5d32a2b87fb5-000000/h-W10eO= lIQ_HWNMxeoYt6dnZlGN8_gHeQFxSwmDTiNc=3D452">
<span>
<strong>Stop wrangling GPU clusters=
. Fine-tune open-source models in an afternoon with Crusoe Cloud (Sponsor)<= /strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Fine-tuning shouldn't require a platfor=
m build. Crusoe Serverless Fine-Tuning is now in private preview =E2=80=94 = submit a job, get your weights back, ship your model. No cluster provisioni= ng. No surprise bills. No infrastructure tax.<p></p><p><a class=3D"c-link c= -link--underline" href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F= %2Fwww.crusoe.ai%2Fcontact-sales%2Fserverless-preview%3Futm_source=3Dtldr%2= 6utm_medium=3Dnewsletter%26utm_campaign=3Dserverlessfinetuning/2/0100019e20= dbe71c-7cdbfa89-16b7-495c-81c8-5d32a2b87fb5-000000/8xBDHY2225fEb8pM3xzOquvc= FRTO6EbHMWGVtXFY_XI=3D452" rel=3D"noopener noreferrer" target=3D"_blank"><s= pan>Request early access to Crusoe Serverless Fine-Tuning</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%2Fcharlesleifer.com%2Fblog%2Fredis-and-the-cost-of-ambiti= on%2F%3Futm_source=3Dtldrnewsletter/1/0100019e20dbe71c-7cdbfa89-16b7-495c-8= 1c8-5d32a2b87fb5-000000/1-TCue4Jb9pVDNN0Orc-Xhfow5v9xYnC-YJDfu0CuZg=3D452">
<span>
<strong>Redis and the Cost of Ambit= ion (14 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Projects developed as personal challeng=
es and learning exercises are wonderful. However, without a solid use case,=
the maintainer will likely lose interest in the project and eventually aba= ndon it. There's nothing wrong with the ambition to solve problems. Just do= n't lose sight of what made you successful in the first place.
</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.nair.sh%2Fguides-and-opinions%2Fcommunicating-your-= expertise%2Fwhy-senior-developers-fail-to-communicate-their-expertise%3Futm= _source=3Dtldrnewsletter/1/0100019e20dbe71c-7cdbfa89-16b7-495c-81c8-5d32a2b= 87fb5-000000/y9LUBKd2weNF7u4kL7rz1vbZHuMWEse8HfBY61hIUNA=3D452">
<span>
<strong>Why senior developers fail =
to communicate their expertise (7 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Good senior developers aim to lower com= plexity. Adding to a system is risking more complexity, which creates insta= bility. The rest of the company is focused on reducing uncertainty. Senior = developers fail to communicate their expertise as they express their proble=
ms in terms of complexity management when they should be expressing their s= olutions in terms of uncertainty reduction.
</span>
</span>
</div>
</td></tr></tbody></table>
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<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=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>
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<a href=3D"
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<strong>Apple Plans Customizable Ca= mera for Pros, Siri Design Changes in iOS 27 (4 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Apple plans to upgrade its Camera app t=
o make it fully customizable. Users will be able to choose which features a= ppear and where they're placed. The next major iPhone update will include o= ther design changes, including system-wide changes such as new animations a=
nd redesigned tab bars. The update, which will include a revamped Siri, wil=
l be unveiled on June 8 at WWDC.
</span>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Farstechnica.com%2Fai%2F2026%2F05%2Famazon-employees-are= -tokenmaxxing-due-to-pressure-to-use-ai-tools%2F%3Futm_source=3Dtldrnewslet= ter/1/0100019e20dbe71c-7cdbfa89-16b7-495c-81c8-5d32a2b87fb5-000000/CtYAOcs9= HQEj7VRElIAa2SVfWLV9U2mvkdGL3t79ZuQ=3D452">
<span>
<strong>Amazon employees are =E2=80= =9Ctokenmaxxing=E2=80=9D due to pressure to use AI tools (3 minute read)</s= trong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Amazon's MeshClaw product allows employ= ees to create AI agents that connect to workplace software and carry out ta= sks on their behalf. It can initiate code deployments, triage emails, and i= nteract with apps such as Slack. Some employees are using the software to c= omplete unnecessary tasks to increase their consumption of tokens as the co= mpany is tracking their usage on internal leaderboards. Many employees have=
raised concerns about the security risks of AI tools that can act on users=
' behalf.
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<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=E2=9A= =A1</span></div></div>
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<h1><strong>Quick Links</strong></h1>
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https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.braintrust.dev%2Ffoundations%3Futm_source=3Dnewslet= ter%26utm_medium=3Dtldr%26utm_campaign=3Devals_course%26utm_content=3Dquick= _link_2026-05-13/1/0100019e20dbe71c-7cdbfa89-16b7-495c-81c8-5d32a2b87fb5-00= 0000/zmkxbb1I1TPjw1GwHBsIJo1MtKpVwOF_PvtCuH9u1fM=3D452">
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<strong>Free course: Build prod-gra=
de AI evals like OpenAI, Replit, and Notion (Sponsor)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Braintrust's free 1-hour course shows y=
ou how leading teams run thousands of evals a day and ship updates within 2=
4 hours. Improve your AI with data, not vibes. <a href=3D"
https://tracking.= tldrnewsletter.com/CL0/https:%2F%2Fwww.braintrust.dev%2Ffoundations%3Futm_s= ource=3Dnewsletter%26utm_medium=3Dtldr%26utm_campaign=3Devals_course%26utm_= content=3Dquick_link_2026-05-13/2/0100019e20dbe71c-7cdbfa89-16b7-495c-81c8-= 5d32a2b87fb5-000000/NmF_wKqk30Tei5osPeB6zMcG0PUL6UkEL02Gj-2a9fo=3D452" rel= =3D"noopener noreferrer nofollow" target=3D"_blank"><span>Start the course<= /span></a>
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<a href=3D"
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<span>
<strong>AI economics (5 minute read= )</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Every lab is playing this same game: sq= ueeze more tokens per watt, price highly, and acquire more power.
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.androidauthority.com%2Fgoogle-aluminium-os-leak-366= 5979%2F%3Futm_source=3Dtldrnewsletter/1/0100019e20dbe71c-7cdbfa89-16b7-495c= -81c8-5d32a2b87fb5-000000/7O8Bpld2NfDsz_CR299uOfeFThitL2-oRHKs2W14q30=3D452=
<span>
<strong>Massive leak reveals Google=
's Aluminium OS with a 16-minute video (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Google's Aluminium OS is essentially pl= ain Android with several desktop experience features.
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<strong>What Is Code? (17 minute re= ad)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The future of coding is building better=
conceptual models, vocabularies, and foundations on top of which both huma=
ns and LLMs can work.
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<strong>Amazon launches 30-minute d= elivery across the US (3 minute read)</strong>
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Amazon Now is now widely available in A= tlanta, Dallas-Fort Worth, Philadelphia, and Seattle.
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<a href=3D"
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<span>
<strong>eBay rejects GameStop's $56=
billion takeover bid, calling it =E2=80=98neither credible nor attractive'=
(5 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
eBay has several concerns with the offe=
r, including uncertainty around GameStop's financing, operational risks, an=
d the debt load that would result from the proposed transaction.
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<a href=3D"
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<strong>SpaceX eyes global spacepor=
ts as Starship launch ambitions grow ahead of IPO (2 minute read)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
SpaceX is targeting thousands of Starsh=
ip launches per year, a cadence that will require many different launch loc= ations.
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