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SpaceX has been hunting for a spectrum that works well in cities and
dens=
e areas for its wireless network. It is considering buying
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Sign Up [1] |Advertise [2]|View Online [3]=20
=09=09TLDR=
=20
=09=09TOGETHER WITH [Tines] [4]
TLDR 2026-07-30
INTRODUCI=
NG TINES 3B: THE SINGLE, SECURE ENVIRONMENT FOR YOUR AGENTS,
APPS AND AUT=
OMATIONS=C2=A0(SPONSOR) [4]=20
Tines 3B [5] gives every team the power =
to build with AI, and gives
IT the control to run and monitor that work s=
afely.=C2=A0
With Tines 3B:=C2=A0
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On August 19th, he=
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ister now [7].
=F0=9F=93=B1=20
BIG TECH & STARTUPS
SPACEX LOO=
KS TO COMPETE WITH THE CARRIERS (3 MINUTE READ) [8]=20
SpaceX has been =
hunting for a spectrum that works well in cities and
dense areas for its =
wireless network. It is considering buying
competitors to acquire the spe=
ctrum or competing at a government
auction set for next year. The company=
has expressed interest in
building its own terrestrial networks and has =
demonstrated a prototype
mobile handset to some investors. Entering into =
the mobile market is
capital intensive, so SpaceX could ultimately choose=
not to follow
through on these plans.=20
OPENAI CFO SARAH FRIAR TELL=
S EMPLOYEES THAT ANNUALIZED REVENUE IN
JULY TOPPED ALL OF Q2 (3 MINUTE RE=
AD) [9]=20
OpenAI's annualized recurring revenue in July exceeded the c=
ompany's
entire second quarter. The growth was driven by the release of t=
he
company's GPT-5.6 series of models and ChatGPT Work, as well as
grow=
ing adoption of Codex. OpenAI is under pressure to justify its
$852 billi=
on valuation as it prepares for its IPO. It has been racing
to bring in n=
ew users to generate the revenue needed to help support
its infrastructur=
e spending plans.=20
=F0=9F=9A=80=20
SCIENCE & FUTURISTIC TECHNOLOGY=
DOORDASH GETS FAA NOD TO RUN ITS OWN DRONE DELIVERY PROGRAM (2 MINUT=
E
READ) [10]=20
DoorDash has received permission from the FAA to deli=
ver packages by
drone at altitudes below 400 feet. The drones will be bui=
lt in the
company's in-house robotics unit, DoorDash Labs. DoorDash Air a=
ims to
cater to any merchant, anywhere. The company will release more
i=
nformation later this year on its drones and how its drone program
will f=
it into DoorDash's broader ecosystem.=20
CHINA CLOSES THE SATELLITE GAP=
IN SPACE RACE WITH THE US (8 MINUTE
READ) [11]=20
China has accelera=
ted its deployment of civilian and military
hardware into orbit. The coun=
try's growing constellations of
satellites could help it track events on =
Earth in real time and in
greater detail than ever before. This has raise=
d concerns among US
officials, who see China's growing array of space-bas=
ed capabilities
as a quest to displace the US as the pre-eminent space po=
wer. Western
analysts say that China is leading the world in research in =
sensors
and satellite positioning technologies.=20
=F0=9F=92=BB=20
=
PROGRAMMING, DESIGN & DATA SCIENCE
DATADOG'S RESOURCES FOR SHIPPING O=
BSERVABLE AI APPS (SPONSOR) [12]=20
Ever feel like you're shipping AI i=
n slow-motion? This Datadog kit
[12] includes an AI monitoring eBook, pro=
duct briefs, and an on-demand
webinar on software delivery best practices=
. Download it to get up to
speed on delivering observable AI. Grab your D=
eveloper Toolkit for the
AI Era [12]=20
HOW CHATGPT OPTIMIZES ITS AGE=
NT LOOP: HARNESS, API, AND INFERENCE (26
MINUTE READ) [13]=20
AI labs=
are moving faster than ever. However, capability is only half
of the pic=
ture. Optimizing the cost per successful task makes models
more affordabl=
e and less costly to serve. This article discusses
techniques adopted in =
frontier labs to make API applications more
efficient. It covers what hap=
pens when requests are sent to an AI
agent, how the harness layer cuts re=
peated work, and more.=20
TREAT PROMPT CHANGES LIKE CODE DEPLOYS (6 MIN=
UTE READ) [14]=20
Prompts are dependencies. Changing them can shift dow=
nstream behavior
with no warning, no failing build, and no obvious signal=
in the
request pipeline. Treat prompts exactly like any other artifact t=
hat
can change production behavior. Test them, give them a gate, and
de=
fault that gate to blocking until proven otherwise.=20
=F0=9F=8E=81=20
=
MISCELLANEOUS
TLDR IS HIRING A CURATOR FOR TLDR HARDWARE! (TLDR CU=
RATOR, ~3
HRS/WEEK)=20
500,000 people have already signed up for TLDR=
Hardware, our new
twice-weekly newsletter covering chips, robotics, ener=
gy, and devices.
If you work in hardware and want to help curate it, send=
your LinkedIn
or resume to
hardware@tldr.tech!=20
WHY COMPUTE MIGHT =
GET 10X+ MORE EXPENSIVE IN COMING YEARS (8 MINUTE
READ) [15]=20
Labs =
do not want to spend greater and greater shares of compute on
inference. =
The point of inference revenue is to convince investors to
spend more mon=
ey to buy more compute to train bigger models. Spending
too much on compu=
te on inference signals that progress has stalled
because it's not worth =
investing more in training. Labs believe that
their models will continue =
to get better, so this only means that
compute will get more expensive. =
THE RISE OF MILLION-DOLLAR COMPANIES WITH JUST ONE EMPLOYEE (8 MINUT=
E
READ) [16]=20
A new class of entrepreneurs is launching and running=
new
million-dollar companies on their own. AI's ability to handle variou=
s
administrative tasks makes it useful for launching solo businesses in=
many fields. The effect of one-person businesses on the labor market
r=
emains to be seen. While many people are worried AI will limit
employment=
opportunities, these solo operators show how the technology
can also ope=
n new doors.=20
=E2=9A=A1=20
QUICK LINKS
BANDWIDTH HAS ALWAYS D=
ETERMINED WHERE AI INFRASTRUCTURE GETS
DEPLOYED. NOT ANYMORE. (SPONSOR) [=
17]=20
WhiteFiber validated 111.2 Tbps across 83km of dark fiber, withi=
n 8%
of the physical speed of light. Two geographically separated sites.=
One logical AI supercluster. See the data [18]=20
AI COMPANIES ARE R=
ECRUITING ELECTRICIANS AND CARPENTERS BY THE
THOUSANDS (12 MINUTE READ) [=
19]=20
The data center boom is pulling skilled trade workers into remot=
e
locations with some of the highest pay and bonuses the industry has
e=
ver seen.=20
NUMBAT (GITHUB REPO) [20]=20
numbat provides endpoint =
visibility into AI agent activity with local
detection, optional pre-acti=
on blocking, and forensic reconstruction.=20
THE COLD EMAIL (4 MINUTE R=
EAD) [21]=20
It may be awkward and weird and strange, but it's usually =
worth the
shot to send a cold email.=20
HIGHLIGHTS FROM THE DISCOURSE=
ON THE HUGGING FACE INCIDENT (35 MINUTE
READ) [22]=20
There is a con=
sistent pattern of OpenAI's alignment strategies
working less well than A=
nthropic's.=20
AI'S 2008 MOMENT (7 MINUTE READ) [23]=20
Open-weight=
models are already being built into critical systems in
the US.=20
H=
OW CHINA'S VENTURE ECOSYSTEM WORKS (12 MINUTE READ) [24]=20
Chinese fou=
nders face more pressure and liability, which results in
more competent a=
nd ruthless companies, but also creates incentives for
more froth and fra=
ud.=20
Love TLDR? Tell your friends and get rewards!
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Want to work at TLDR?=
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APPLY HERE [28], CREATE YOUR OWN ROLE [29] or send a fr=
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BEST BOOTSTRAPPED BUSINESSES [30] of 2025.=20
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--B7so8DvK
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">SpaceX has=
been hunting for a spectrum that works well in cities and dense areas for = its wireless network. It is considering buying competitors =E2=80=8C&n= bsp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&n= bsp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&n= bsp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&n= bsp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&n= bsp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&n= bsp; =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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<h1><strong>TLDR <span id=3D"date">2026-07-30</span></strong></h1>
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<span>
<strong>Introducing Tines 3B: The s= ingle, secure environment for your agents, apps and automations (Spons= or)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
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er noreferrer nofollow" target=3D"_blank"><span>Tines 3B</span></a> gives e= very team the power to build with AI, and gives IT the control to run and m= onitor that work safely.
<p></p>
<p>With Tines 3B: </p>
<li>Turn ideas into production-ready apps, agents, and automations in any s= tack. </li>
</ul>
<li>Keep data secure at every step and ship workflows that improve over tim= e. </li>
<li>Get end-to-end visibility on spend, workflow performance, and value.&nb= sp;</li>
</ul>
<p><a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flogin.tin= es.com%2Fsaml_idp%2Fsignup%3Futm_source=3Dtldr-tech%26utm_medium=3Dpaid_med= ia%26utm_campaign=3D2026-07-30_Primary_Tines%2BSecurity%2BServices%2BLtd%26= utm_content=3Dnewsletter-july-30_body_outro_started_%253E%26utm_term=3D3b-p= ractitioner/1/0100019fb29813d9-e412aedb-d1a8-46e7-aa62-27cafc74eda4-000000/= cII7SjVfW1lY6iQlGumIUg2kjqRfupsPe0henkSS4k8=3D452" rel=3D"noopener noreferr=
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<p>On August 19th, hear from Headspace on how they're governing AI at scale=
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<h1><strong>Big Tech & Startups</strong></h1>
</div>
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<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.semafor.com%2Farticle%2F07%2F29%2F2026%2Fspacex-loo= ks-to-compete-with-the-carriers%3Futm_source=3Dtldrnewsletter/1/0100019fb29= 813d9-e412aedb-d1a8-46e7-aa62-27cafc74eda4-000000/_fZ-VxefTBiZYF_7wkDRjHwpX= qQw6dyWNqLG6XVgqG8=3D452">
<span>
<strong>SpaceX looks to compete wit=
h the carriers (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
SpaceX has been hunting for a spectrum = that works well in cities and dense areas for its wireless network. It is c= onsidering buying competitors to acquire the spectrum or competing at a gov= ernment auction set for next year. The company has expressed interest in bu= ilding its own terrestrial networks and has demonstrated a prototype mobile=
handset to some investors. Entering into the mobile market is capital inte= nsive, so SpaceX could ultimately choose not to follow through on these pla= ns.
</span>
</span>
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<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.cnbc.com%2F2026%2F07%2F29%2Fopenai-cfo-sarah-friar-= tells-employees-arr-in-july-topped-all-of-q2.html%3Futm_source=3Dtldrnewsle= tter/1/0100019fb29813d9-e412aedb-d1a8-46e7-aa62-27cafc74eda4-000000/pCbg823= zfE6ooN3EpunOiozXTiLsuoGPynrfQUnB0Jg=3D452">
<span>
<strong>OpenAI CFO Sarah Friar tell=
s employees that annualized revenue in July topped all of Q2 (3 minute read= )</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
OpenAI's annualized recurring revenue i=
n July exceeded the company's entire second quarter. The growth was driven =
by the release of the company's GPT-5.6 series of models and ChatGPT Work, =
as well as growing adoption of Codex. OpenAI is under pressure to justify i=
ts $852 billion valuation as it prepares for its IPO. It has been racing to=
bring in new users to generate the revenue needed to help support its infr= astructure spending plans.
</span>
</span>
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<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =9A=80</span></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%2Fwww.pcmag.com%2Fnews%2Fdoordash-gets-faa-nod-to-run-its= -own-drone-delivery-program%3Futm_source=3Dtldrnewsletter/1/0100019fb29813d= 9-e412aedb-d1a8-46e7-aa62-27cafc74eda4-000000/dkti5WC2wrLd1vGJTgNjsvYWbzTuF= 9-32CfdENiUz6o=3D452">
<span>
<strong>DoorDash Gets FAA Nod to Ru=
n Its Own Drone Delivery Program (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
DoorDash has received permission from t=
he FAA to deliver packages by drone at altitudes below 400 feet. The drones=
will be built in the company's in-house robotics unit, DoorDash Labs. Door= Dash Air aims to cater to any merchant, anywhere. The company will release = more information later this year on its drones and how its drone program wi=
ll fit into DoorDash's broader ecosystem.
</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%2FDx3oFg/1/0100019fb29813d9-e4= 12aedb-d1a8-46e7-aa62-27cafc74eda4-000000/V2Zpd4STEVosfUV1w0IMuQMfPA1ki9nS5= F2dPOzWVRU=3D452">
<span>
<strong>China Closes the Satellite = Gap in Space Race With the US (8 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
China has accelerated its deployment of=
civilian and military hardware into orbit. The country's growing constella= tions of satellites could help it track events on Earth in real time and in=
greater detail than ever before. This has raised concerns among US officia= ls, who see China's growing array of space-based capabilities as a quest to=
displace the US as the pre-eminent space power. Western analysts say that = China is leading the world in research in sensors and satellite positioning=
technologies.
</span>
</span>
</div>
</td></tr></tbody></table>
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<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>
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<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%2Fai-era-developer-toolki= t%2F%3Futm_source=3Dtldrnewsletter%26utm_medium=3Dnewsletter%26utm_campaign= =3Ddg-content-toolkit-toolkit-2026aieradeveloper-ai-multi-ww-en-701vy00000k= mee2yak-tldr-secondary-073026/1/0100019fb29813d9-e412aedb-d1a8-46e7-aa62-27= cafc74eda4-000000/qEmYghXFxf6X2H0Plj3L3su1QIP1Cuds-K-9aSFwx18=3D452">
<span>
<strong>Datadog's resources for shi= pping observable AI apps (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Ever feel like you're shipping AI in sl= ow-motion? <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fw= ww.datadoghq.com%2Fresources%2Fai-era-developer-toolkit%2F%3Futm_source=3Dt= ldrnewsletter%26utm_medium=3Dnewsletter%26utm_campaign=3Ddg-content-toolkit= -toolkit-2026aieradeveloper-ai-multi-ww-en-701vy00000kmee2yak-tldr-secondar= y-073026/2/0100019fb29813d9-e412aedb-d1a8-46e7-aa62-27cafc74eda4-000000/rGb= I3JayxliDiDPyljp5n3qKtQ2YNCO-xvCLaqaQhMI=3D452" rel=3D"noopener noreferrer = nofollow" target=3D"_blank"><span>This Datadog kit</span></a> includes an A=
I monitoring eBook, product briefs, and an on-demand webinar on software de= livery best practices. Download it to get up to speed on delivering observa= ble AI. <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.= datadoghq.com%2Fresources%2Fai-era-developer-toolkit%2F%3Futm_source=3Dtldr= newsletter%26utm_medium=3Dnewsletter%26utm_campaign=3Ddg-content-toolkit-to= olkit-2026aieradeveloper-ai-multi-ww-en-701vy00000kmee2yak-tldr-secondary-0= 73026/3/0100019fb29813d9-e412aedb-d1a8-46e7-aa62-27cafc74eda4-000000/yXjfhC= ZuTs3D31h9xDiofYgEhruyY35BrXcwOaqsC6A=3D452" rel=3D"noopener noreferrer nof= ollow" target=3D"_blank"><span>Grab your Developer Toolkit for the AI Era</= span></a>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fblog.bytebytego.com%2Fp%2Fhow-chatgpt-optimizes-its-age= nt-loop%3Futm_source=3Dtldrnewsletter/1/0100019fb29813d9-e412aedb-d1a8-46e7= -aa62-27cafc74eda4-000000/rIjgq_YwWQ-wwnxqaWUhWPV4xOf99SEUI25rPvLoON8=3D452=
<span>
<strong>How ChatGPT Optimizes its A= gent Loop: Harness, API, and Inference (26 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
AI labs are moving faster than ever. Ho= wever, capability is only half of the picture. Optimizing the cost per succ= essful task makes models more affordable and less costly to serve. This art= icle discusses techniques adopted in frontier labs to make API applications=
more efficient. It covers what happens when requests are sent to an AI age= nt, how the harness layer cuts repeated work, and more.
</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%2Fluke.geek.nz%2Fazure%2Feval-gates-for-prompts%2F%3Futm_= source=3Dtldrnewsletter/1/0100019fb29813d9-e412aedb-d1a8-46e7-aa62-27cafc74= eda4-000000/pG40pznEpSTXCs9pyxEyjvJlVvZFpHG2wCC4ZV9q0Fo=3D452">
<span>
<strong>Treat prompt changes like c= ode deploys (6 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Prompts are dependencies. Changing them=
can shift downstream behavior with no warning, no failing build, and no ob= vious signal in the request pipeline. Treat prompts exactly like any other = artifact that can change production behavior. Test them, give them a gate, = and default that gate to blocking until proven otherwise.
</span>
</span>
</div>
</td></tr></tbody></table>
</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>
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<div class=3D"text-block">
<div style=3D"text-align: center;"><strong><h1>Miscellaneous</h1></strong><= /div>
</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"mailto:
hardware@tldr.tech?utm_so= urce=3Dtldrnewsletter">
<span>
<strong>TLDR is hiring a curator fo=
r TLDR Hardware! (TLDR Curator, ~3 hrs/week)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
500,000 people have already signed up f=
or TLDR Hardware, our new twice-weekly newsletter covering chips, robotics,=
energy, and devices. If you work in hardware and want to help curate it, s= end your LinkedIn or resume to <a href=3D"mailto:
hardware@tldr.tech" rel=3D= "noopener noreferrer" target=3D"_blank"><span>
hardware@tldr.tech</span></a>=
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</span>
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<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.dwarkesh.com%2Fp%2Fwhy-compute-might-get-10x-more-e= xpensive%3Futm_source=3Dtldrnewsletter/1/0100019fb29813d9-e412aedb-d1a8-46e= 7-aa62-27cafc74eda4-000000/OKzng6A0XgHxFZmK297E7J7SdbrPlsVL9vgKkCjR_xY=3D45=
<span>
<strong>Why compute might get 10x+ = more expensive in coming years (8 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Labs do not want to spend greater and g= reater shares of compute on inference. The point of inference revenue is to=
convince investors to spend more money to buy more compute to train bigger=
models. Spending too much on compute on inference signals that progress ha=
s stalled because it's not worth investing more in training. Labs believe t= hat their models will continue to get better, so this only means that compu=
te will get more expensive.
</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%2FQXIcS1/1/0100019fb29813d9-e4= 12aedb-d1a8-46e7-aa62-27cafc74eda4-000000/rHgy6LH48DxGUvTSQErUQ7ZhawuPWGhb-= 5SGEed8gAU=3D452">
<span>
<strong>The Rise of Million-Dollar = Companies With Just One Employee (8 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
A new class of entrepreneurs is launchi=
ng and running new million-dollar companies on their own. AI's ability to h= andle various administrative tasks makes it useful for launching solo busin= esses in many fields. The effect of one-person businesses on the labor mark=
et remains to be seen. While many people are worried AI will limit employme=
nt opportunities, these solo operators show how the technology can also ope=
n new doors.
</span>
</span>
</div>
</td></tr></tbody></table>
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<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=E2=9A= =A1</span></div></div>
</td></tr></tbody></table>
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<h1><strong>Quick Links</strong></h1>
</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.whitefiber.com%2Fblog%2Fcross-data-center-networkin= g-solution%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dm= ofu_cross-data-center-networking%26utm_content=3Dcta-1/1/0100019fb29813d9-e= 412aedb-d1a8-46e7-aa62-27cafc74eda4-000000/jL9-KM8pp5Fv-D3w2waIjuVoikelApXZ= iP5uU5KuhDc=3D452">
<span>
<strong>Bandwidth has always determ= ined where AI infrastructure gets deployed. Not anymore. (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
WhiteFiber validated 111.2 Tbps across = 83km of dark fiber, within 8% of the physical speed of light. Two geographi= cally separated sites. One logical AI supercluster. <a href=3D"
https://trac= king.tldrnewsletter.com/CL0/https:%2F%2Fwww.whitefiber.com%2Fblog%2Fcross-d= ata-center-networking-solution%3Futm_source=3Dtldr%26utm_medium=3Dnewslette= r%26utm_campaign=3Dmofu_cross-data-center-networking%26utm_content=3Dcta-2/= 1/0100019fb29813d9-e412aedb-d1a8-46e7-aa62-27cafc74eda4-000000/RMPA6Me6TOoa= kj_zmSO6-jQQxm_zjRIHnD6_tFESGlo=3D452" rel=3D"noopener noreferrer nofollow"=
target=3D"_blank"><span>See the data</span></a>
</span>
</span>
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<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FVjNNjp/1/0100019fb29813d9-e4= 12aedb-d1a8-46e7-aa62-27cafc74eda4-000000/vX8V0Sm1cj1L_ErVwyJc0whsH6jqi2olr= uF4MOYT93w=3D452">
<span>
<strong>AI Companies Are Recruiting=
Electricians and Carpenters by the Thousands (12 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The data center boom is pulling skilled=
trade workers into remote locations with some of the highest pay and bonus=
es the industry has ever seen.
</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%2Fgithub.com%2Fperplexityai%2Fnumbat%3Futm_source=3Dtldrn= ewsletter/1/0100019fb29813d9-e412aedb-d1a8-46e7-aa62-27cafc74eda4-000000/Kk= 9GUruXQZy-WH43vDkciLmWmFpbpmf0GmkGQ-vJ6MU=3D452">
<span>
<strong>numbat (GitHub Repo)</stron=
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
numbat provides endpoint visibility int=
o AI agent activity with local detection, optional pre-action blocking, and=
forensic reconstruction.
</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%2Fzachholman.com%2Fposts%2Fcold-email%3Futm_source=3Dtldr= newsletter/1/0100019fb29813d9-e412aedb-d1a8-46e7-aa62-27cafc74eda4-000000/m= jp_vokibCf7gj8LNmC3t9QBEdK_vv1FDif2-ZQs1UQ=3D452">
<span>
<strong>The Cold Email (4 minute re= ad)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
It may be awkward and weird and strange=
, but it's usually worth the shot to send a cold email.
</span>
</span>
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<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.astralcodexten.com%2Fp%2Fhighlights-from-the-discou= rse-on%3Futm_source=3Dtldrnewsletter/1/0100019fb29813d9-e412aedb-d1a8-46e7-= aa62-27cafc74eda4-000000/t-D4100jj8-ZK-EUGNd1fKWluZcQra_uR1NCc5r-nOk=3D452"=
<span>
<strong>Highlights From The Discour=
se On The Hugging Face Incident (35 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
There is a consistent pattern of OpenAI=
's alignment strategies working less well than Anthropic's.
</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=
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<span>
<strong>AI's 2008 Moment (7 minute = read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Open-weight models are already being bu= ilt into critical systems in the US.
</span>
</span>
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<span>
<strong>How China's Venture Ecosyst=
em Works (12 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Chinese founders face more pressure and=
liability, which results in more competent and ruthless companies, but als=
o creates incentives for more froth and fraud.
</span>
</span>
</div>
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