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AI startup Midjourney has announced a hardware project in the personal
he=
alth and medical sector. Its full-body ultrasound
machine=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
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Sign Up [1] |Advertise [2]|View Online [3]=20
=09=09TLDR=20
=09=
=09TOGETHER WITH [Mercury] [4]
TLDR 2026-06-19
THE HIDDEN COST O=
F BANKING* ISN'T FEES. IT'S NAVIGATING ALL YOUR TABS
AND DASHBOARDS. (SPO=
NSOR) [5]=20
Every finance task takes multiple steps. Check runway? Fin=
d the right
report, cross-reference your burn, interpret the graph. Pay a=
contractor? Track down the invoice, navigate to transfers, fill in the=
details. Freeze a card? Dig through settings.
Mercury Command elimi=
nates the switching tax. [6] It's AI built
directly into your Mercury acc=
ount that understands natural language
and executes from one place =
=E2=80=94 payments, invoices, categorization,
team management. You review=
and approve every action. Command does the
rest.
TRY MERCURY COMMAN=
D =E2=86=92 [7]
_*Mercury is a fintech company, not an FDIC-insured ba=
nk. Banking
services provided through Choice Financial Group and Column N=
.A.,
Members FDIC._
=F0=9F=93=B1=20
BIG TECH & STARTUPS
AI =
STARTUP MIDJOURNEY PIVOTS TO HEALTH WITH ULTRASOUND MACHINE (2
MINUTE REA=
D) [8]=20
AI startup Midjourney has announced a hardware project in the=
personal health and medical sector. Its full-body ultrasound machine,
=
the Midjourney Scanner, requires users to be partially submerged in
water=
. The company plans to build a fleet of 50,000 scanners, with the
first t=
o debut in a 'Midjourney Spa' location in San Francisco. The
scanners don=
't use any AI. Midjourney is currently working on four
hardware and four =
software initiatives and plans to ship at least two
of those hardware eff=
orts in the near term.=20
AMAZON HOPES TO CHALLENGE NVIDIA MORE DIRECTL=
Y BY SELLING ITS AI
CHIPS (2 MINUTE READ) [9]=20
AWS is in talks to s=
ell its Trainium AI chips to other companies for
use in data centers. The=
company has so far resisted selling its chips
as compute capacity for th=
e current chips in its data centers is
already sold out. Selling its chip=
s to other companies may mean
current customers will be left waiting, unl=
ess AWS has figured out how
to manufacture more chips, which is unlikely.=
=20
=F0=9F=9A=80=20
SCIENCE & FUTURISTIC TECHNOLOGY
NASA PICKS =
ERIC SCHMIDT'S ROCKET COMPANY FOR MARS MISSION, SETTING UP
A RACE WITH SP=
ACEX (3 MINUTE READ) [10]=20
NASA has hired Relativity Space to build a=
spacecraft to house a
suite of scientific instruments, launch it into sp=
ace, and fly it to
Mars. The Aeolus mission will contain four instruments=
to measure and
image Mars from orbit. It will provide the space agency w=
ith its first
daily global view of dust, winds, and temperatures in Mars'=
atmosphere. The data will make it safer for landers and astronauts to
=
visit the surface of the planet. The mission is set to launch in 2028.
=
HOW METER PRICING IS TESTING THE ECONOMICS OF AI (11 MINUTE READ)
=
[11]=20
A growing number of tech firms have started introducing usage-b=
ased
pricing options for AI services rather than charging a flat
subscr=
iption fee. The shift to this pricing model may lead to more
selective us=
e of the technology. It has forced businesses to confront
their spending =
on AI and take stock of the return on that investment.=20
=F0=9F=92=
=BB=20
PROGRAMMING, DESIGN & DATA SCIENCE
AGENTS BREAKING ON REAL =
WEBSITES? SEE HOW BROWSERBASE RUNS 35M+
SESSIONS A MONTH (SPONSOR) [12] =
Sites block, change, and CAPTCHA your agent until it stalls.
Brows=
erbase puts a real browser behind it so it can log in, navigate,
and act =
on any site. It's self-healing when pages change and scales to
thousands =
of concurrent sessions. Used by 10K+ teams, including Ramp,
Lovable, and =
Deepmind. Get an API key now [13] or talk to an engineer.
[14]=20
THE=
AGENT LOOP ARCHITECTURE (18 MINUTE READ) [15]=20
Durability is a prope=
rty of the entire execution layer underneath a
loop. Durable orchestratio=
n is fundamental to building an agent loop
architecture. This article bre=
aks down the agent loop architecture. It
explains where loops commonly br=
eak, what happens when things break,
how to build an agent that builds it=
s own skills, and more.=20
CLEAR (WEBSITE) [16]=20
Clear is a progr=
amming language where the specification and
implementation are in the sam=
e file. There's no translation step or
drift between docs and behavior as=
they are the same artifact. Clear
is built for agents to read and execut=
e while being readable by
everyone on the team. It compiles to any target=
without any change in
the spec.=20
=F0=9F=8E=81=20
MISCELLANEOUS=
TLDR IS HIRING A CURATOR FOR TLDR HARDWARE! (TLDR CURATOR, ~3
HRS/=
WEEK)=20
500,000 people have already signed up for TLDR Hardware, our n=
ew
twice-weekly newsletter covering chips, robotics, energy, and devices.=
If you work in hardware and want to help curate it, send your LinkedIn=
or resume to
hardware@tldr.tech!=20
INTEL SHARES SURGE AFTER TRUMP A=
NNOUNCES APPLE PARTNERSHIP (3 MINUTE
READ) [17]=20
Intel shares jumpe=
d after President Donald Trump and Apple announced
an agreement to work w=
ith the company to design and build chips in the
US. Intel was underperfo=
rming for years until Lip-Bu Tan became CEO in
March 2025. Trump initiall=
y raised concerns about Tan's potential
close ties to China, but Tan's ch=
arm won him over. Intel has since
received a lot of help from the Trump a=
dministration.=20
AMERICA IS HEADED TOWARD THE INFINITE WORKWEEK (4 MIN=
UTE READ) [18]=20
Coding agents, in theory, should free up time, allowi=
ng for larger
blocks of deep work and rest. However, some developers are =
having the
opposite experience. Agents can do more work, but they still n=
eed
human oversight. Left unsupervised, they could potentially make a hug=
e
mess. Having an army of agents running simultaneously means there's no=
time for breaks.=20
=E2=9A=A1=20
QUICK LINKS
GET UP TO $1500=
OF INFERENCE ON OPUS AND GPT WITH PIONEER (SPONSOR)
[19]=20
Pioneer =
monitors your model requests, surfaces more cost-efficient
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Ge=
t $1500 of inference for $20 on Pro plan.
CLAIM YOUR INFERENCE CREDITS=
=E2=86=92 [19]
THE VALUE OF EMPLOYEE EQUITY DEPENDS A LOT ON VOLATIL=
ITY (2 MINUTE
READ) [20]=20
Standard vesting gives employees an embed=
ded call option on startup
equity that's worth multiple times more than w=
hat investors are
willing to pay for.=20
META EXECUTIVE LEADING INTER=
NAL AI OVERHAUL DEPARTS AFTER TWO MONTHS
(4 MINUTE READ) [21]=20
Emil=
y Dalton Smith will continue to stay on to work with Andrew
Bosworth unti=
l the handover to a replacement is complete.=20
A BOLD SATELLITE RESCUE=
MISSION CAME TOGETHER IN RECORD TIME, BUT
WILL IT WORK? (13 MINUTE READ)=
[22]=20
Katalyst's spacecraft will attach to the Swift satellite, latc=
h onto
it, then boost its orbit back to a safe operating altitude.=20
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WHY THE HUMAN GENOME'S T=
ANGLED PHYSICALITY MAY CONFOUND AI (21 MINUTE
READ) [24]=20
The human=
genome might not submit to the kind of straightforward
input-output appr=
oach that such AI models ultimately assume because
the genome isn't a blu=
eprint or algorithm.=20
GEMMA 4 IN YOUR BROWSER (WEBSITE) [25]=20
G=
emma 4 E2B (QAT Mobile) runs fully on-device with WebGPU.=20
OPEN SOURC=
E VS THE INVISIBLE HAND (6 MINUTE READ) [26]=20
The economics of open s=
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">AI startup=
Midjourney has announced a hardware project in the personal health and med= ical sector. Its full-body ultrasound machine =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>
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<a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fmercury.com%= 2Fcommand%3Futm_source=3Dtldr%26utm_medium=3Dsponsored_podcast%26utm_campai= gn=3D26q2_brand_campaign%26utm_content=3Dheader_hidden_cost_banking/1/01000= 19edf67f406-82305153-7adf-413e-abee-712f0213fa6a-000000/mVWotac-6uCzDCh8ZHe= JyD-gpi3guFFxrU_Gv6t5iP4=3D452"><img src=3D"
https://images.tldr.tech/mercur= y.png" valign=3D"middle" style=3D"vertical-align: middle !important; height=
: 100%;" alt=3D"Mercury"></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">2026-06-19</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%2Fmercury.com%2Fcommand%3Futm_source=3Dtldr%26utm_medium= =3Dsponsored_podcast%26utm_campaign=3D26q2_brand_campaign%26utm_content=3Dh= eader_hidden_cost_banking*/1/0100019edf67f406-82305153-7adf-413e-abee-712f0= 213fa6a-000000/-XuRttISA7b6ASsBMbdjONiYsiHNsfWnSnkENI-NwNs=3D452">
<span>
<strong>The hidden cost of banking*=
isn't fees. It's navigating all your tabs and dashboards. (Sponsor)</stron=
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Every finance task takes multiple steps=
. Check runway? Find the right report, cross-reference your burn, interpret=
the graph. Pay a contractor? Track down the invoice, navigate to transfers=
, fill in the details. Freeze a card? Dig through settings.<p></p><p><a hre= f=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fmercury.com%2Fcomm= and%3Futm_source=3Dtldr%26utm_medium=3Dsponsored_podcast%26utm_campaign=3D2= 6q2_brand_campaign%26utm_content=3DBody_mercury_command_eliminates_switchin= g/1/0100019edf67f406-82305153-7adf-413e-abee-712f0213fa6a-000000/mmyDo_jMyz= R-8IC8fkxy1VrRa_0f901TuKrcJ6MF96Q=3D452" rel=3D"noopener noreferrer nofollo=
w" target=3D"_blank"><span>Mercury Command eliminates the switching tax.</s= pan></a> It's AI built directly into your Mercury account that understands = natural language and executes from one place =E2=80=94 payments, invoices, = categorization, team management. You review and approve every action. Comma=
nd does the rest.</p>
<p><a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fmercury.c= om%2Fcommand%3Futm_source=3Dtldr%26utm_medium=3Dsponsored_podcast%26utm_cam= paign=3D26q2_brand_campaign%26utm_content=3Dcta_mercury_command/1/0100019ed= f67f406-82305153-7adf-413e-abee-712f0213fa6a-000000/bMgrbS-rhx9xfBhnsIkdP7V= hyyujsfLNwNVBwuuR6L4=3D452" rel=3D"noopener noreferrer nofollow" target=3D"= _blank"><span><strong>Try Mercury Command =E2=86=92</strong></span></a></p>
<p><em>*Mercury is a fintech company, not an FDIC-insured bank. Banking ser= vices provided through Choice Financial Group and Column N.A., Members FDIC= .</em>
</span></span></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%2Flinks.tldrnewsletter.com%2FwMh7p6/1/0100019edf67f406-82= 305153-7adf-413e-abee-712f0213fa6a-000000/1V9E_UTvwD2polI0xXgWaamWDM96mCDyX= iFlpzDBJRI=3D452">
<span>
<strong>AI Startup Midjourney Pivot=
s to Health With Ultrasound Machine (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
AI startup Midjourney has announced a h= ardware project in the personal health and medical sector. Its full-body ul= trasound machine, the Midjourney Scanner, requires users to be partially su= bmerged in water. The company plans to build a fleet of 50,000 scanners, wi=
th the first to debut in a 'Midjourney Spa' location in San Francisco. The = scanners don't use any AI. Midjourney is currently working on four hardware=
and four software initiatives and plans to ship at least two of those hard= ware efforts in the near term.
</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%2F2026%2F06%2F18%2Famazon-hopes-to-chall= enge-nvidia-more-directly-by-selling-its-ai-chips%2F%3Futm_source=3Dtldrnew= sletter/1/0100019edf67f406-82305153-7adf-413e-abee-712f0213fa6a-000000/E4Cv= Q5WIpjC7el6q_4z8ilUKVAIH0sxr4j_11IVAD18=3D452">
<span>
<strong>Amazon hopes to challenge N= vidia more directly by selling its AI chips (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
AWS is in talks to sell its Trainium AI=
chips to other companies for use in data centers. The company has so far r= esisted selling its chips as compute capacity for the current chips in its = data centers is already sold out. Selling its chips to other companies may = mean current customers will be left waiting, unless AWS has figured out how=
to manufacture more chips, which is unlikely.
</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= =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%2Ftechcrunch.com%2F2026%2F06%2F17%2Fnasa-picks-eric-schmi= dts-rocket-company-for-mars-mission-setting-up-a-race-with-spacex%2F%3Futm_= source=3Dtldrnewsletter/1/0100019edf67f406-82305153-7adf-413e-abee-712f0213= fa6a-000000/BfykLFzgIlCp-ibVFoLxtijFcVH0zjgJXrY99J3v0co=3D452">
<span>
<strong>NASA picks Eric Schmidt's r= ocket company for Mars mission, setting up a race with SpaceX (3 minute rea= d)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
NASA has hired Relativity Space to buil=
d a spacecraft to house a suite of scientific instruments, launch it into s= pace, and fly it to Mars. The Aeolus mission will contain four instruments =
to measure and image Mars from orbit. It will provide the space agency with=
its first daily global view of dust, winds, and temperatures in Mars' atmo= sphere. The data will make it safer for landers and astronauts to visit the=
surface of the planet. The mission is set to launch in 2028.
</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%2F3zduJz/1/0100019edf67f406-82= 305153-7adf-413e-abee-712f0213fa6a-000000/OrMjJk-_hR1eyrmtiJOy3pRX2QpAplRY3= WF5tA42FXo=3D452">
<span>
<strong>How Meter Pricing Is Testin=
g the Economics of AI (11 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
A growing number of tech firms have sta= rted introducing usage-based pricing options for AI services rather than ch= arging a flat subscription fee. The shift to this pricing model may lead to=
more selective use of the technology. It has forced businesses to confront=
their spending on AI and take stock of the return on that investment.
</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%2Fbrowserbase.run%2F0jzA1e%3Futm_source=3Dtldrnewsletter/= 1/0100019edf67f406-82305153-7adf-413e-abee-712f0213fa6a-000000/uoZYiEm5aOk4= td4X-qVVFWsOwnO8cfwbqBAbKBz981o=3D452">
<span>
<strong>Agents breaking on real web= sites? See how Browserbase runs 35M+ sessions a month (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Sites block, change, and CAPTCHA your a= gent until it stalls. Browserbase puts a real browser behind it so it can l=
og in, navigate, and act on any site. It's self-healing when pages change a=
nd scales to thousands of concurrent sessions. Used by 10K+ teams, includin=
g Ramp, Lovable, and Deepmind. <a href=3D"
https://tracking.tldrnewsletter.c= om/CL0/https:%2F%2Fbrowserbase.run%2F0jzqq/1/0100019edf67f406-82305153-7adf= -413e-abee-712f0213fa6a-000000/CAA2I8xaI4BbkR7gHvkVGyqkCZVtkixd9JLOGGpMKp4= =3D452" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>Get an=
API key now</span></a> or <a href=3D"
https://tracking.tldrnewsletter.com/C= L0/https:%2F%2Fbrowserbase.run%2F0jzwwww/1/0100019edf67f406-82305153-7adf-4= 13e-abee-712f0213fa6a-000000/oLs8X4c8gkWH4uHmfEAgPfla0HcetwYVNhHm3sRnmbw=3D= 452" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>talk to a=
n engineer.</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%2Flinks.tldrnewsletter.com%2F8ngZvj/1/0100019edf67f406-82= 305153-7adf-413e-abee-712f0213fa6a-000000/fhNKewqguWeKOFsPlcI5jtBQinUAXLGgI= Mv7MvLWkg4=3D452">
<span>
<strong>The Agent Loop Architecture=
(18 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Durability is a property of the entire = execution layer underneath a loop. Durable orchestration is fundamental to = building an agent loop architecture. This article breaks down the agent loo=
p architecture. It explains where loops commonly break, what happens when t= hings break, how to build an agent that builds its own skills, 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%2Fsahin.io%2Fclear%2F%3Futm_source=3Dtldrnewsletter/1/010= 0019edf67f406-82305153-7adf-413e-abee-712f0213fa6a-000000/TpjkDvPr6zc9EGCro= 450fEyf6fywiHWYx3D2Qd3NRY8=3D452">
<span>
<strong>Clear (Website)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Clear is a programming language where t=
he specification and implementation are in the same file. There's no transl= ation step or drift between docs and behavior as they are the same artifact=
. Clear is built for agents to read and execute while being readable by eve= ryone on the team. It compiles to any target without any change in the spec=
.
</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>
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<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">
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<div class=3D"text-block">
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<a href=3D"mailto:
hardware@tldr.tech?utm_so= urce=3Dtldrnewsletter">
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<strong>TLDR is hiring a curator fo=
r TLDR Hardware! (TLDR Curator, ~3 hrs/week)</strong>
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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>
<strong>Intel Shares Surge After Tr= ump Announces Apple Partnership (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Intel shares jumped after President Don= ald Trump and Apple announced an agreement to work with the company to desi=
gn and build chips in the US. Intel was underperforming for years until Lip= -Bu Tan became CEO in March 2025. Trump initially raised concerns about Tan=
's potential close ties to China, but Tan's charm won him over. Intel has s= ince received a lot of help from the Trump administration.
</span>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.theatlantic.com%2Ftechnology%2F2026%2F06%2Fai-agent= s-jobs-exhaustion%2F687596%2F%3Fgift=3DdCLJQo7raRWHqQW8Ryo_1EE0RPGQNPRPhmfb= LF5Etmw%26utm_source=3Dcopy-link%26utm_medium=3Dsocial%26utm_campaign=3Dsha= re/1/0100019edf67f406-82305153-7adf-413e-abee-712f0213fa6a-000000/icRyVrqhl= qEHq3NvJUS_AGd4kn2Et12d8FEIu8X1aT4=3D452">
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<strong>America Is Headed Toward th=
e Infinite Workweek (4 minute read)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Coding agents, in theory, should free u=
p time, allowing for larger blocks of deep work and rest. However, some dev= elopers are having the opposite experience. Agents can do more work, but th=
ey still need human oversight. Left unsupervised, they could potentially ma=
ke a huge mess. Having an army of agents running simultaneously means there=
's no time for breaks.
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<div class=3D"text-block">
<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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<a href=3D"
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fdevanshpanda.com%2Fwriting%2Fvolatility%2F%3Futm_source= =3Dtldrnewsletter/1/0100019edf67f406-82305153-7adf-413e-abee-712f0213fa6a-0= 00000/ZN2p_5VnE5QTeG-fVe55O_NLIf3BV2WVT_acN-aIzfM=3D452">
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<strong>The value of employee equit=
y depends a lot on volatility (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Standard vesting gives employees an emb= edded call option on startup equity that's worth multiple times more than w= hat investors are willing to pay for.
</span>
</span>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fthenextweb.com%2Fnews%2Fmeta-ai-for-work-chief-departs%= 3Futm_source=3Dtldrnewsletter/1/0100019edf67f406-82305153-7adf-413e-abee-71= 2f0213fa6a-000000/qn0KPhvqDg50DI-vb-oHig4KtiOPntFgUCo9Nxm2igE=3D452">
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<strong>Meta executive leading inte= rnal AI overhaul departs after two months (4 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Emily Dalton Smith will continue to sta=
y on to work with Andrew Bosworth until the handover to a replacement is co= mplete.
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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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<strong>A bold satellite rescue mis= sion came together in record time, but will it work? (13 minute read)</stro=
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Katalyst's spacecraft will attach to th=
e Swift satellite, latch onto it, then boost its orbit back to a safe opera= ting altitude.
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<strong>Reach 7 million engaged tec=
h professionals (Sponsor)</strong>
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Ads get ignored on social media but not=
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<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.quantamagazine.org%2Fwhy-the-human-genomes-tangled-= physicality-may-confound-ai-20260618%2F%3Futm_source=3Dtldrnewsletter/1/010= 0019edf67f406-82305153-7adf-413e-abee-712f0213fa6a-000000/w5joboi2guJI8jsZj= sAAKp5v7IwCbIstWQIQbwWVdO0=3D452">
<span>
<strong>Why the Human Genome's Tang= led Physicality May Confound AI (21 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The human genome might not submit to th=
e kind of straightforward input-output approach that such AI models ultimat= ely assume because the genome isn't a blueprint or algorithm.
</span>
</span>
</div>
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<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fhuggingface.co%2Fspaces%2Fwebml-community%2Fgemma-4-web= gpu-kernels%3Futm_source=3Dtldrnewsletter/1/0100019edf67f406-82305153-7adf-= 413e-abee-712f0213fa6a-000000/8p0-PrOKV0awtS2YuQpy1n8LiDv_romLl6o8G5rTaKg= =3D452">
<span>
<strong>Gemma 4 in your browser (We= bsite)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Gemma 4 E2B (QAT Mobile) runs fully on-= device with WebGPU.
</span>
</span>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fnesbitt.io%2F2026%2F06%2F18%2Fopen-source-vs-the-invisi= ble-hand.html%3Futm_source=3Dtldrnewsletter/1/0100019edf67f406-82305153-7ad= f-413e-abee-712f0213fa6a-000000/hjpl6yZKz80X6EknaZHMMn2tQsFq7Mp3CHPd9XyvZi4= =3D452">
<span>
<strong>Open Source vs the Invisibl=
e Hand (6 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The economics of open source don't add = up.
</span>
</span>
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