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Google's new Android-powered laptops are intended to be 'real'
computers =
with premium hardware, on-device apps, and powerful
development
tools= =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 [TLDR] [4]
TLDR 2026-09-22
REACH 8 MI=
LLION TECH PROFESSIONALS READING TLDR (SPONSOR) [4]=20
Ads get ignored =
on social media but not in TLDR! Reach developers,
PMs, marketers, founde=
rs and other tech leaders where they actually
pay attention. Learn more a=
bout sponsorship opportunities [4].=20
=F0=9F=93=B1=20
BIG TECH & STA=
RTUPS
GOOGLEBOOKS LAUNCH OCTOBER 4 STARTING AT $899=E2=80=94HERE ARE =
THE FIVE
MODELS YOU CAN PREORDER TODAY (15 MINUTE READ) [5]=20
Google=
's new Android-powered Googlebooks laptops are intended to be
'real' comp=
uters with premium hardware, on-device apps, and powerful
development too=
ls. The first Googlebooks are now available from
several OEMs. While Chro=
mebooks were mostly budget machines,
Googlebooks are priced much higher, =
with only one model under a grand.
AI is a core part of the Googlebooks e=
xperience - Gemini models are
going to be deeply integrated with the soft=
ware.=20
SPACEXAI RELEASES GROK 4.7 FOR CODING AND KNOWLEDGE WORK (2 MI=
NUTE
READ) [6]=20
SpaceXAI has released Grok 4.7, a model for coding =
and knowledge
work. Access is now open in Cursor, Grok Build, the Grok AP=
I,
third-party coding harnesses, model routers, and cloud platforms.
Pr=
icing starts at $2 per million input tokens and $6 per million
output tok=
ens. There is a 'fast' variant that offers twice the output
speed at twic=
e the price.=20
=F0=9F=9A=80=20
SCIENCE & FUTURISTIC TECHNOLOGY
=
A ROCKET SUPPLY CRUNCH IS MAKING IT HARDER TO HITCH A RIDE TO SPACE
(7 M=
INUTE READ) [7]=20
Many rockets under development are behind schedule. =
Prices for many
missions are rising. SpaceX is winding down the Falcon 9 =
to focus on
its new Starship vehicle. The company has stopped selling mis=
sions
where several companies share space on a Falcon 9. Launch demand is=
set to outstrip supply at least through the end of the decade.=20
AG=
ILITY ROBOTICS: INSIDE THE FIRST US HUMANOID COMPANY TO GO PUBLIC
(7 MINU=
TE READ) [8]=20
Agility Robotics is going public through a merger with =
Michael
Klein's Churchill Capital XI at a $2.5 billion pre-money valuatio=
n.
The company's robots are deployed in a few places today and can do
t=
asks such as moving totes, feeding lines, and tending machines. Its
Digit=
v5 robot will be out later this year. The new robot will be able
to work=
alongside humans rather than in a cage/workcell. It will also
support fa=
st charging, a higher payload, and swappable end effectors.=20
=
=F0=9F=92=BB=20
PROGRAMMING, DESIGN & DATA SCIENCE
WHAT IS YOUR AI=
CODING INVESTMENT DELIVERING? (SPONSOR) [9]=20
Span connects agent ses=
sions to engineering outcomes so you can see
how AI affects delivery, qua=
lity, and efficiency. Trusted by leaders
at Ramp, Fin, Writer, and Carvan=
a. Let's talk about your AI program.
[10]=20
JEV INTRODUCES A NEW SHA=
PE OF LLM=E2=80=94SYSTEM ONE, AKA DECISION MODELS
(5 MINUTE READ) [11] =
Jev is a new category of model called 'System One models' that
acc=
epts text inputs, but only returns floating point numbers
corresponding t=
o categories, yes/no questions, ratings, and associated
confidence scores=
. It is fast and really cheap - output is free, and
input is $0.042 per m=
illion tokens. The model was released just under
a week ago, but the amou=
nt of activity around it has been extremely
impressive.=20
A SUMMER O=
F AI OPTIMIZATION (5 MINUTE READ) [12]=20
Several open source projects =
recently started running faster due to
being optimized with the help of A=
I. The techniques used to optimize
these projects were well known. Howeve=
r, it is likely developers never
tried them because it would be too risky=
. AI has made it cheap to try
new ideas.=20
=F0=9F=8E=81=20
MISCELL=
ANEOUS
PRODUCT MANAGER, APPLIED AI AT TLDR ($200K BASE + $60K BONUS, =
FULLY
REMOTE) [13]=20
TLDR is hiring its first PM to help build the a=
gent-first operating
layer used across the company. We're looking for a b=
uilder who has
shipped real products/systems with LLMs. Click here to lea=
rn more
[13].=20
THE BUSINESS OF BUILDING GOD (13 MINUTE READ) [14] =
It is extremely likely that AI will change employment, society,
cu=
lture, and the world. However, businesses built around it will
remain sub=
ject to ordinary constraints. We will soon have new
superintelligences th=
at can solve impossible problems and help with
new miracles. This will op=
en up a lot of niches to fill.=20
AN UNDERCOVER GOOGLE ANALYST INFILTRA=
TED A NOTORIOUS SUPPLY-CHAIN
HACKING GANG (13 MINUTE READ) [15]=20
Th=
e hacker group known as TeamPCP tainted hundreds of open-source
programs =
with its malware, stole developer accounts to perpetuate that
software su=
pply-chain hacking, and released a Dune-themed worm to
automate the proce=
ss. They ultimately breached more than a thousand
companies. During a key=
moment of the group's rampage, an undercover
researcher from Google infi=
ltrated the group. This allowed Google to
monitor the hacking spree from =
the inside, warn targets, and help
disrupt TeamPCP's attempts to exploit =
victims.=20
=E2=9A=A1=20
QUICK LINKS
THE MOST IMPORTANT MEETING=
S AREN'T VIDEO CALLS. GRANOLA IS READY
(SPONSOR) [16]=20
The biggest =
meetings happen in hallways, coffeeshops, and
restaurants. With Granola o=
n your iPhone, Android, and Apple Watch,
you'll never miss a detail. Star=
t for free [17] with code TLDR1MO=20
FRONTIER OVERHANGS (20 MINUTE READ=
) [18]=20
Pacing the frontier happens to address several distinct probl=
ems
faced by the frontier lab.=20
META'S MUSE IS OUTPACING CHATGPT'S =
EARLY MOBILE LAUNCH (4 MINUTE
READ) [19]=20
Meta's Muse app on mobile=
devices has been downloaded more times in
the US and Canada in its first=
12 days on the market than ChatGPT was
in the 12 days after its debut. =
WHY DIDN'T GOOGLE BUILD MUSE? (8 MINUTE READ) [20]=20
We are lik=
ely just a few months away from some kind of personal
assistant AI within=
Google Search.=20
DLAB OPEN SOURCE WEEK: FRONTIER AI ON YOUR OWN HARDW=
ARE (20 MINUTE
READ) [21]=20
Models that were previously out of reach=
are starting to be able to
run on hardware people already own.=20
ME=
TA'S AI AGENT HAS BEEN BLOCKED FROM USING AMAZON.COM (2 MINUTE
READ) [22]=
=20
Amazon's Conditions of Use do not allow continued access by
unaut=
horized AI agents.=20
MARKDOWN IN /SRC (8 MINUTE READ) [23]=20
Mark=
down has many nice properties that make it similar to traditional
source =
code.=20
Love TLDR? Tell your friends and get rewards!
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ny comments or feedback, just respond to this email!=20
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[11] htt=
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[12] =
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[13]
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[14]
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[15] http= s://arstechnica.com/security/2026/09/an-undercover-google-analyst-infiltrat= ed-a-notorious-supply-chain-hacking-gang/?utm_source=3Dtldrnewsletter
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Google= 9;s new Android-powered laptops are intended to be 'real' compute=
rs with premium hardware, on-device apps, and powerful development tools&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=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>
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e" style=3D"vertical-align: middle !important; height: 100%;" alt=3D"TLDR">= </a></td></tr></tbody></table>
<table style=3D"table-layout: fixed; width:100%;" width=3D"100%"><tbody><tr= ><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0;=
<div style=3D"text-align: center;">
<h1><strong>TLDR <span id=3D"date">2026-09-22</span></strong></h1>
</div>
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<table style=3D"table-layout: fixed; width:100%;" width=3D"100%"><tbody><tr=
id=3D"sponsy-copy"><td class=3D"container" style=3D"padding: 15px 15px;">
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source=3Dtldr%26utm_medium= =3Dnewsletter%26utm_campaign=3Dprimary09212026%26sp=3D2wyfVQWNKNRn9LFbzUGL4= BGU/2/010001a0c8b87ed9-41a42b39-2835-4ca0-bda7-5c7cd5881e11-000000/bcfMDDZq= mFjzg6J1FLguUZO0CgW9g5wycTbFuJgmQpQ=3D452">
<span>
<strong>Reach 8 million tech profes= sionals reading TLDR (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Ads get ignored on social media but not=
in TLDR! Reach developers, PMs, marketers, founders and other tech leaders=
where they actually pay attention. <a href=3D"
https://tracking.tldrnewslet= ter.com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source=3Dtldr%26utm_me= dium=3Dnewsletter%26utm_campaign=3Dprimary09212026%26sp=3D2wyfVQWNKNRn9LFbz= UGL4BGU/3/010001a0c8b87ed9-41a42b39-2835-4ca0-bda7-5c7cd5881e11-000000/OIRo= iqy8Y7IwlEXdNVsR6w1d7yV5ITINsWD9umSJJRs=3D452" rel=3D"noopener noreferrer n= ofollow" target=3D"_blank"><span>Learn more about sponsorship opportunities= </span></a>.
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<h1><strong>Big Tech & Startups</strong></h1>
</div>
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</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=
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<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Farstechnica.com%2Fgadgets%2F2026%2F09%2Fgooglebook-lapt= ops-launch-october-4-starting-at-899-preorders-for-five-models-live-today%2= F%3Futm_source=3Dtldrnewsletter/1/010001a0c8b87ed9-41a42b39-2835-4ca0-bda7-= 5c7cd5881e11-000000/-WmT6vDEsuE7fu0_db15MtowtVOAQoiay7A0WrvW22M=3D452">
<span>
<strong>Googlebooks launch October =
4 starting at $899=E2=80=94here are the five models you can preorder today = (15 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Google's new Android-powered Googlebook=
s laptops are intended to be 'real' computers with premium hardware, on-dev= ice apps, and powerful development tools. The first Googlebooks are now ava= ilable from several OEMs. While Chromebooks were mostly budget machines, Go= oglebooks are priced much higher, with only one model under a grand. AI is =
a core part of the Googlebooks experience - Gemini models are going to be d= eeply integrated with the software.
</span>
</span>
</div>
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<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.testingcatalog.com%2Fspacexai-releases-grok-4-7-for= -coding-and-knowledge-work%2F%3Futm_source=3Dtldrnewsletter/1/010001a0c8b87= ed9-41a42b39-2835-4ca0-bda7-5c7cd5881e11-000000/2V1nx9gd2OV2J84TUqgygGs_3CV= wzfXASlZXKXOmblE=3D452">
<span>
<strong>SpaceXAI releases Grok 4.7 = for coding and knowledge work (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
SpaceXAI has released Grok 4.7, a model=
for coding and knowledge work. Access is now open in Cursor, Grok Build, t=
he Grok API, third-party coding harnesses, model routers, and cloud platfor= ms. Pricing starts at $2 per million input tokens and $6 per million output=
tokens. There is a 'fast' variant that offers twice the output speed at tw= ice the price.
</span>
</span>
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<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =9A=80</span></div>
</div>
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<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%2Flinks.tldrnewsletter.com%2FBGxQjD/1/010001a0c8b87ed9-41= a42b39-2835-4ca0-bda7-5c7cd5881e11-000000/Wn5TB2bEyugzwdPU3tHEyI3hOEw0LEXBm= Sgj70wiw6A=3D452">
<span>
<strong>A Rocket Supply Crunch Is M= aking It Harder to Hitch a Ride to Space (7 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Many rockets under development are behi=
nd schedule. Prices for many missions are rising. SpaceX is winding down th=
e Falcon 9 to focus on its new Starship vehicle. The company has stopped se= lling missions where several companies share space on a Falcon 9. Launch de= mand is set to outstrip supply at least through the end of the decade.
</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.tanayj.com%2Fp%2Fagility-robotics-inside-the-first%= 3Futm_source=3Dtldrnewsletter/1/010001a0c8b87ed9-41a42b39-2835-4ca0-bda7-5c= 7cd5881e11-000000/z4ZpcGqvrbrsoiUr67vBMPL6TtsakkfiWdTOmmxsAV8=3D452">
<span>
<strong>Agility Robotics: Inside th=
e First US Humanoid Company to Go Public (7 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Agility Robotics is going public throug=
h a merger with Michael Klein's Churchill Capital XI at a $2.5 billion pre-= money valuation. The company's robots are deployed in a few places today an=
d can do tasks such as moving totes, feeding lines, and tending machines. I=
ts Digit v5 robot will be out later this year. The new robot will be able t=
o work alongside humans rather than in a cage/workcell. It will also suppor=
t fast charging, a higher payload, and swappable end effectors.
</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>
</td></tr></tbody></table>
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<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.span.app%3Futm_source=3Dnewsletter%26utm_medium=3De= mail%26utm_campaign=3Dtldr%26utm_content=3Dhomepage/1/010001a0c8b87ed9-41a4= 2b39-2835-4ca0-bda7-5c7cd5881e11-000000/673rEVtVZMRmtTWepojyKGDLFUl4EX-rX5E= 7cNGff9c=3D452">
<span>
<strong>What is your AI coding inve= stment delivering? (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Span connects agent sessions to enginee= ring outcomes so you can see how AI affects delivery, quality, and efficien= cy. Trusted by leaders at Ramp, Fin, Writer, and Carvana. <a href=3D"https:= //tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.span.app%2Fget-demo%2F%3F= utm_source=3Dnewsletter%26utm_medium=3Demail%26utm_campaign=3Dtldr%26utm_co= ntent=3Ddemo/1/010001a0c8b87ed9-41a42b39-2835-4ca0-bda7-5c7cd5881e11-000000= /qtwUdq8BwN2OQn8sv6kdZrjUS-QAZJnpp1648siC3uo=3D452" rel=3D"noopener norefer= rer nofollow" target=3D"_blank"><span>Let's talk about your AI program.</sp= an></a>
</span>
</span>
</div>
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<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fsimonwillison.net%2F2026%2FSep%2F21%2Fjev%2F%3Futm_sour= ce=3Dtldrnewsletter/1/010001a0c8b87ed9-41a42b39-2835-4ca0-bda7-5c7cd5881e11= -000000/rmpGSGRyuRcukle02Vzr3vVa8H3a7MjOC4RmyQs2fMQ=3D452">
<span>
<strong>Jev introduces a new shape =
of LLM=E2=80=94System One, aka Decision Models (5 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Jev is a new category of model called '= System One models' that accepts text inputs, but only returns floating poin=
t numbers corresponding to categories, yes/no questions, ratings, and assoc= iated confidence scores. It is fast and really cheap - output is free, and = input is $0.042 per million tokens. The model was released just under a wee=
k ago, but the amount of activity around it has been extremely impressive.
</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%2Flemire.me%2Fblog%2F2026%2F09%2F22%2Fa-summer-of-ai-opti= mization%2F%3Futm_source=3Dtldrnewsletter/1/010001a0c8b87ed9-41a42b39-2835-= 4ca0-bda7-5c7cd5881e11-000000/pUbRf8Tz3OqZ58Fb0dE5vJmvR3wmKlL38jLw1P2wZT0= =3D452">
<span>
<strong>A summer of AI optimization=
(5 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Several open source projects recently s= tarted running faster due to being optimized with the help of AI. The techn= iques used to optimize these projects were well known. However, it is likel=
y developers never tried them because it would be too risky. AI has made it=
cheap to try new ideas.
</span>
</span>
</div>
</td></tr></tbody></table>
</td></tr></tbody></table>
<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =8E=81</span></div></div>
</td></tr></tbody></table>
<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><strong><h1>Miscellaneous</h1></strong><= /div>
</div>
</td></tr></tbody></table>
<table bgcolor=3D"" style=3D"table-layout: fixed; width: 100%;" width=3D"10= 0%"><tbody><tr><td style=3D"padding:0;border-collapse:collapse;border-spaci= ng:0;margin:0;" valign=3D"top">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech%2F897f4391-66ab-44ca-a8eb-= 65dd9809200d%3Futm_source=3Dtldr/1/010001a0c8b87ed9-41a42b39-2835-4ca0-bda7= -5c7cd5881e11-000000/G0Et9UEreWsxz2MNCC1SDfGKUpQjhq_8L5GvLU5bHFM=3D452">
<span>
<strong>Product Manager, Applied AI=
at TLDR ($200k base + $60k bonus, Fully Remote)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
TLDR is hiring its first PM to help bui=
ld the agent-first operating layer used across the company. We're looking f=
or a builder who has shipped real products/systems with LLMs. <a href=3D"ht= tps://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.t= ech%2F897f4391-66ab-44ca-a8eb-65dd9809200d%3Futm_source=3Dtldr/2/010001a0c8= b87ed9-41a42b39-2835-4ca0-bda7-5c7cd5881e11-000000/HgIj1PNND9QY63CgcZHyc0Cw= ajQaDc9DOVfWt-JNPOs=3D452" rel=3D"noopener noreferrer" target=3D"_blank"><s= pan>Click here to learn more</span></a>.
</span>
</span>
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<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.strangeloopcanon.com%2Fp%2Fthe-business-of-building= -god%3Futm_source=3Dtldrnewsletter/1/010001a0c8b87ed9-41a42b39-2835-4ca0-bd= a7-5c7cd5881e11-000000/CClnzhNCVfEANR6Fx7RY8ZsB7d5tNK-_Ky432G4mRN0=3D452">
<span>
<strong>The Business of Building Go=
d (13 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
It is extremely likely that AI will cha= nge employment, society, culture, and the world. However, businesses built = around it will remain subject to ordinary constraints. We will soon have ne=
w superintelligences that can solve impossible problems and help with new m= iracles. This will open up a lot of niches to fill.
</span>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Farstechnica.com%2Fsecurity%2F2026%2F09%2Fan-undercover-= google-analyst-infiltrated-a-notorious-supply-chain-hacking-gang%2F%3Futm_s= ource=3Dtldrnewsletter/1/010001a0c8b87ed9-41a42b39-2835-4ca0-bda7-5c7cd5881= e11-000000/mmajPFUsA1idoBnbVlvA-bOMYrLCJmwb8bxAZa7wpSo=3D452">
<span>
<strong>An undercover Google analys=
t infiltrated a notorious supply-chain hacking gang (13 minute read)</stron=
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The hacker group known as TeamPCP taint=
ed hundreds of open-source programs with its malware, stole developer accou= nts to perpetuate that software supply-chain hacking, and released a Dune-t= hemed worm to automate the process. They ultimately breached more than a th= ousand companies. During a key moment of the group's rampage, an undercover=
researcher from Google infiltrated the group. This allowed Google to monit=
or the hacking spree from the inside, warn targets, and help disrupt TeamPC= P's attempts to exploit victims.
</span>
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<h1><strong>Quick Links</strong></h1>
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<strong>The most important meetings=
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https://tracking.tldrnew= sletter.com/CL0/https:%2F%2Fgo.granola.ai%2Fadops-tldr-tech%3Fsp=3DLH4XTUcn= R4bE8Nmvwxn1sLG8%26utm_source=3Daffiliate%26utm_medium=3Dtldr-tech%26utm_ca= mpaign=3Dgeneral%26utm_content=3Dnewsletter_cta_start_free%26utm_term=3D202= 6-09-22_tldr/1/010001a0c8b87ed9-41a42b39-2835-4ca0-bda7-5c7cd5881e11-000000= /dfDjI-pB17HnUowwOYces-G1N3P8JIKolWmRnYIj-yk=3D452" rel=3D"noopener norefer= rer nofollow" target=3D"_blank"><span>Start for free</span></a> with code <= strong>TLDR1MO</strong>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fstratechery.com%2F2026%2Ffrontier-overhangs%2F%3Futm_so= urce=3Dtldrnewsletter/1/010001a0c8b87ed9-41a42b39-2835-4ca0-bda7-5c7cd5881e= 11-000000/szOxB91mwGu7N0JJx48ka8uJbTZRhnw_zgWixrLANOg=3D452">
<span>
<strong>Frontier Overhangs (20 minu=
te read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Pacing the frontier happens to address = several distinct problems faced by the frontier lab.
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Ftechcrunch.com%2F2026%2F09%2F21%2Fmetas-muse-is-outpaci= ng-chatgpts-early-mobile-launch%2F%3Futm_source=3Dtldrnewsletter/1/010001a0= c8b87ed9-41a42b39-2835-4ca0-bda7-5c7cd5881e11-000000/oXErms8VYpUH7vS__QNiBC= _kL2pzyX22Vifci3RlXYU=3D452">
<span>
<strong>Meta's Muse is outpacing Ch= atGPT's early mobile launch (4 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Meta's Muse app on mobile devices has b= een downloaded more times in the US and Canada in its first 12 days on the = market than ChatGPT was in the 12 days after its debut.
</span>
</span>
</div>
</td></tr></tbody></table>
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fspyglass.org%2Fwhy-didnt-google-build-muse%2F%3Futm_sou= rce=3Dtldrnewsletter/1/010001a0c8b87ed9-41a42b39-2835-4ca0-bda7-5c7cd5881e1= 1-000000/uKEoqDUPx9IbOHHKR38O-OGM4pM8hg7xB3FmzzYx7M8=3D452">
<span>
<strong>Why Didn't Google Build Mus=
e? (8 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
We are likely just a few months away fr=
om some kind of personal assistant AI within Google Search.
</span>
</span>
</div>
</td></tr></tbody></table>
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Ftimdettmers.com%2F2026%2F09%2F21%2Fdlab-open-source-wee= k%2F%3Futm_source=3Dtldrnewsletter/1/010001a0c8b87ed9-41a42b39-2835-4ca0-bd= a7-5c7cd5881e11-000000/myd1zdggVHGW38Mm-nbFyjWGnS_LoFAZD-BORN7z4Fs=3D452">
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<strong>dlab Open Source Week: Fron= tier AI on Your Own Hardware (20 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Models that were previously out of reac=
h are starting to be able to run on hardware people already own.
</span>
</span>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Ftechcrunch.com%2F2026%2F09%2F21%2Fmetas-ai-agent-has-be= en-blocked-from-using-amazon-com%2F%3Futm_source=3Dtldrnewsletter/1/010001a= 0c8b87ed9-41a42b39-2835-4ca0-bda7-5c7cd5881e11-000000/zzEgPLsetnzAPOAlTUu3y= Fm6j1r6PFAqS63kckdrsuc=3D452">
<span>
<strong>Meta's AI agent has been bl= ocked from using Amazon.com (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Amazon's Conditions of Use do not allow=
continued access by unauthorized AI agents.
</span>
</span>
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<span>
<strong>Markdown in /src (8 minute = read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Markdown has many nice properties that = make it similar to traditional source code.
</span>
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