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Apple's industrial design organization used to be the heart and soul
of t=
he company. Today, the organization no longer has a true
seat=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=
=A0
Sign Up [1] |Advertise [2]|View Online [3]=20
=09=09TLDR =
=09=09TOGETHER WITH [QA Wolf] [4]
TLDR 2026-06-22
MAP 200+=
TEST CASES IN MINUTES =E2=80=94 NOT WEEKS (SPONSOR) [4]=20
QA Wolf's M=
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=F0=9F=93=B1=20
BIG TECH & STARTUPS=
APPLE'S NEW CEO MUST REBUILD A DESIGN TEAM THAT LOST ITS WAY (17
M=
INUTE READ) [7]=20
Apple's industrial design organization used to be th=
e heart and soul
of the company. Today, the organization no longer has a =
true seat at
Apple's executive table. It has become a place where other t=
eams come
to get what they need before promptly leaving. This article tel=
ls the
story of the group's decline, its impact on the company, and Apple=
's
plans to restore the design studio's prowess.=20
TESLA PLANS TO SE=
LL MODULAR AI DATA CENTER HARDWARE CALLED
=E2=80=98MEGAPOD' (6 MINUTE REA=
D) [8]=20
Tesla has filed a trademark application for a product called=
'Megapod'. The filing describes a complete, self-contained computing
s=
ystem for AI workloads. The product appears to be a turnkey AI data
cente=
r building block that includes the full rack-and-room of servers,
network=
ing, power, and cooling. It would compete with Nvidia's already
dominant =
platform.=20
=F0=9F=9A=80=20
SCIENCE & FUTURISTIC TECHNOLOGY
TH=
E UNIVERSE JUST WANTS TO LEARN (27 MINUTE READ) [9]=20
DNA doesn't do a=
nything by itself. The information only becomes
something when an enzyme =
unzips the helix and copies a stretch into
messenger RNA, after which its=
instructions are decoded to create
chains of amino acids. Similarly, the=
weights of a neural network
don't mean anything on their own. They only =
become meaningful during
the forward pass, activated during inference. In=
both cases, a passive
informational substrate is brought to life only by=
a process outside
of it.=20
FOUNDERS FUND'S OUTLIER BET ON HUMANELY =
KILLED FISH (9 MINUTE READ)
[10]=20
Shinkei is a startup that makes a=
refrigerator-sized robot that scans
fish with computer vision, identifie=
s the species, locates the brain,
then pierces the brain and severs the g=
ills so the fish dies before it
can thrash or suffocate. The system preve=
nts the fish from
experiencing a slow death, which floods the meat with s=
tress hormones
and lactic acid, dulling the flavor and shortening shelf l=
ife. The
process delays decomposition long enough for the flesh to be saf=
ely
aged for days or longer before it is served. The aging period gives=
top-tier sashimi its concentrated, umami-heavy flavor.=20
=
=F0=9F=92=BB=20
PROGRAMMING, DESIGN & DATA SCIENCE
[WEBINAR] YOUR =
AGENTS ARE MISSING CONTEXT. HERE'S HOW TO FIX "YOU'RE
ABSOLUTELY RIGHT!" =
(SPONSOR) [11]=20
AI shows up in 60% of software engineering work. Only=
about a fifth
of it can be handed off without someone babysitting the ou=
tput. Agents
are still missing the context your team has. Join live June =
24 (FREE)
[11] to find out how teams pulling ahead are using a context la=
yer to
save time and tokens.=20
WHEN IT'S THE MAINTAINER WHO'S AI-PIL=
LED (3 MINUTE READ) [12]=20
A well-supervised agent can offer dramatic =
speedups when paired with
someone who cares about software, cares about t=
he craft, and has
specific goals they want to achieve. They can be used t=
o significantly
speed up the PR process. Agents can turn open issues into=
prompts,
generate solutions, edit the output to meet standards for
mer=
geability, and then commit as soon as it's ready, all on their own.
This =
means issues can be fixed just hours after being identified.=20
DON'T R=
ELY ON INSTRUCTIONS, USE AGENT HOOKS TO ENFORCE GUARDRAILS (7
MINUTE READ=
) [13]=20
Agent Hooks allow developers to interject themselves into an =
agent's
workflow while they are doing work rather than after the work is =
done.
They can stop agents from ignoring rules. This means agents can be=
used for deterministic checks that work 100% of the time. This article=
discusses how to create two agent hooks: one that ensures agents never=
use an 'input' tag directly, and another that ensures agents never
cla=
im work is done while tests are still failing.=20
=F0=9F=8E=81=20
MIS=
CELLANEOUS
TLDR IS HIRING A SENIOR PMM ($180K-$225K BASE + $40-50K AN=
NUAL TARGET
BONUS, FULLY REMOTE) [14]=20
We're hiring a senior PMM to=
own product marketing at TLDR. You'll
define our positioning, build out =
sales enablement, and lead every
launch. Learn more [15].=20
SECRETIV=
E WALL STREET POWERHOUSE JANE STREET SEIZES THE AI SPOTLIGHT
(12 MINUTE R=
EAD) [16]=20
Jane Street is looking to hire more than 500 employees thi=
s year. The
previously secretive firm is starting to edge more into the s=
potlight
to catch the attention of AI startups and talent. It is aiming t=
o
become a major AI investor and supercharge its trading with the
techn=
ology. Jane Street is eager to make new AI investments and deals
for comp=
uting power.=20
THE FLAT CURVE SOCIETY (18 MINUTE READ) [17]=20
Ant=
hropic claims that AI model intelligence has become dangerous. AI
will co=
ntinue to grow exponentially in capability, but most people
will stop see=
ing progress. Only a few will have access to
superintelligence above the =
classes of models seen this year. Open
models are not likely to improve p=
ast Fable class due to huge compute
requirements and government lockdowns=
.=20
=E2=9A=A1=20
QUICK LINKS
GUIDING AI WITH PROJECT-LEVEL RUL=
ES (SPONSOR) [18]=20
AI agents generate 48% of code on average, yet 55%=
of leaders worry
about losing shared understanding and 39% about shippin=
g with
confidence. Project-level rules help standardize AI-driven
devel=
opment. Explore how to standardize AI-driven development [19]=20
BIG TE=
CH ENGINEERS NEED BIG EGOS (12 MINUTE READ) [20]=20
The most effective =
engineers are simultaneously high-ego in some
situations and surprisingly=
low-ego in others.=20
ABOUT THOSE "HACKQUISITIONS"... (8 MINUTE READ) =
[21]=20
Google paid $2.7 billion to bring Noam Shazeer back to the comp=
any,
just for him to leave for OpenAI in less than two years.=20
WHY =
AMAZON HATES 'HUMAN-IN-THE-LOOP' AI GOVERNANCE (10 MINUTE READ)
[22]=20
=
Humans aren't consistent, they make mistakes, and their performance
d=
rops over time.=20
CLAUDE AGENTS GIVE SUPERPOWERS IN JIRA (SPONSOR) [23=
]=20
Delegate tasks to Claude Agents anywhere in Jira! Claude Agents in=
Jira have full context to build accurately, all while staying visible
=
and traceable within Jira. Learn more [24].=20
LIGHTHOUSE AGENTIC BROWS=
ING SCORING (3 MINUTE READ) [25]=20
The Lighthouse Agentic Browsing cat=
egory evaluates how well sites are
constructed for machine interaction th=
rough a set of deterministic
audits.=20
TRUMP SAYS HE NO LONGER VIEWS=
ANTHROPIC AS A NATIONAL SECURITY THREAT
AFTER G7 MEETING WITH CEO (5 MIN=
UTE READ) [26]=20
The restrictions on Anthropic have yet to be formally=
rescinded, and
Anthropic has not publicly indicated whether it plans to =
modify its
guardrail policies.=20
PRELIMINARY THOUGHTS ON THE MIDJOUR=
NEY SCANNER (20 MINUTE READ) [27]=20
The technology is cool, but it lik=
ely isn't useful for most current
serious medical applications.=20
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BEST BOOTSTRAPPED BUSINESSES [33] of 2025.=20
If you have any commen=
ts or feedback, just respond to this email!=20
Thanks for reading,=20
Da=
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Manage your subscriptions [36] to =
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[7]
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[8]
https://electrek.co/2026/06/21/tesla-megapod-ai-data-center-h= ardware/?utm_source=3Dtldrnewsletter
[9]
https://dayafter.substack.com/p/= the-universe-just-wants-to-learn?utm_source=3Dtldrnewsletter
[10] https:/= /techcrunch.com/2026/06/20/founders-funds-outlier-bet-on-humanely-killed-fi= sh/?utm_source=3Dtldrnewsletter
[11]
https://watch.getcontrast.io/registe= r/context-maturity?utm_source=3Dtldrtech&utm_medium=3Demail&utm_campaign=3D= secondary_20260622
[12]
https://octet-stream.net/b/scb/2026-06-22-when-it= s-the-maintainer-whos-ai-pilled.html?utm_source=3Dtldrnewsletter
[13] htt= ps://zarar.dev/agent-hooks-deterministic-guardrails-for-ai-generated-code/?= utm_source=3Dtldrnewsletter
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jobs.ashbyhq.com/tldr.tech/4028e55e-b0f0-433c-8f61-8886d7e07c29
[16] http=
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[17]
https://steve-yegge.medium.com/t= he-flat-curve-society-36c8b01eb33b?utm_source=3Dtldrnewsletter
[18] https= ://d2swt604.na1.hs-sales-engage.com/Ctc/GH+23284/d2SwT604/Jks53kwtW69t95C6l= Z3kRW8w5D0p7f4whsW6ncf5V4g79vSW2btzdy2KQ4HSW3d09GL4qzDRBW4dsQwv5NjZ5JW2Ztlk= W2RvHHRN3gth3T4TZcTW8GMH5b2XtKJVW4RjPT24tPGV3N7CWGg4_fnG4VVCsJn431nTgW5jv7B= X6W3P5PN69MhLKppScsW67DH1N7nklv3W37jHmW3hQjLQW4ZSM223l_bJXW3DQWrd72Bb8qW8vZ= gdN6ZdPrzW2MjPbG8bmSkSF2s5QzQtd56W7D_6vG2XDXrWW8JDtS769tlq4W3sJxkK4n9m0MW2C= 3dF014v70cW1TwV0c6Tg1YPW92Z4n83MrsTVW1F-J0x2pK_02N6VVQ80dNZPjW5smCvP7HgrTPN= 3yKGwk5mTMCW3Z1kGd2McSz-M66PW8sqm7kW6MNbVg6d4Wd3W8J4t363C4qsDW8tPxYP3_YCzsW= 264wH36b-rwBf1k7LYC04?utm_source=3Dtldrnewsletter
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[20]
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[21]
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[24]
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[25]
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[26] htt= ps://thenextweb.com/news/trump-anthropic-not-national-security-threat-axios= -interview?utm_source=3Dtldrnewsletter
[27]
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[32]
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[33]
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[35]
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[36]
https://tldr.tech/tech/manage?email=3Dtldrnews=
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Apple'=
;s industrial design organization used to be the heart and soul of the comp= any. Today, the organization no longer has a true seat =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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<h1><strong>TLDR <span id=3D"date">2026-06-22</span></strong></h1>
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<strong>Map 200+ test cases in minu= tes =E2=80=94 not weeks (Sponsor)</strong>
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AI</span></a> explores your entire app and outlines the most complex workf= lows with zero human intervention. It plans its own approach, explores auto= nomously, and delivers a detailed map of how your product really works.
<p></p>
<p>What sets their Mapping AI apart:</p>
<li><strong>Maps 200+ workflows in minutes</strong> instead of weeks of man= ual planning.</li>
<li>Works across <strong>web, iOS, and Android apps</strong>.</li>
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<li>Continuously re-maps coverage as you ship new features.</li>
</ul>
<p>Trusted by engineering teams at Drata, Salesloft, Figma, Metronome and m= any others.</p>
<p>=E2=AD=90 Rated 4.8/5 on G2.</p>
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d a Design Team That Lost Its Way (17 minute read)</strong>
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Apple's industrial design organization = used to be the heart and soul of the company. Today, the organization no lo= nger has a true seat at Apple's executive table. It has become a place wher=
e other teams come to get what they need before promptly leaving. This arti= cle tells the story of the group's decline, its impact on the company, and = Apple's plans to restore the design studio's prowess.
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y AI data center building block that includes the full rack-and-room of ser= vers, networking, power, and cooling. It would compete with Nvidia's alread=
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<strong>The Universe just wants to = learn (27 minute read)</strong>
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DNA doesn't do anything by itself. The = information only becomes something when an enzyme unzips the helix and copi=
es a stretch into messenger RNA, after which its instructions are decoded t=
o create chains of amino acids. Similarly, the weights of a neural network = don't mean anything on their own. They only become meaningful during the fo= rward pass, activated during inference. In both cases, a passive informatio= nal substrate is brought to life only by a process outside of it.
</span>
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Shinkei is a startup that makes a refri= gerator-sized robot that scans fish with computer vision, identifies the sp= ecies, locates the brain, then pierces the brain and severs the gills so th=
e fish dies before it can thrash or suffocate. The system prevents the fish=
from experiencing a slow death, which floods the meat with stress hormones=
and lactic acid, dulling the flavor and shortening shelf life. The process=
delays decomposition long enough for the flesh to be safely aged for days =
or longer before it is served. The aging period gives top-tier sashimi its = concentrated, umami-heavy flavor.
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<strong>[Webinar] Your agents are m= issing context. Here's how to fix "You're absolutely right!" (Sponsor)</str=
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
AI shows up in 60% of software engineer= ing work. Only about a fifth of it can be handed off without someone babysi= tting the output. Agents are still missing the context your team has. <a hr= ef=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwatch.getcontrast= .io%2Fregister%2Fcontext-maturity%3Futm_source=3Dtldrtech%26utm_medium=3Dem= ail%26utm_campaign=3Dsecondary_20260622/2/0100019eeede3e9c-2799a4db-b28a-48= e7-96f2-fa28cd2ab124-000000/xiFa0Ww_aYzKz4ndWhFqkycG8dVuY6r1kbkzfQv88HA=3D4= 52" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>Join live = June 24 (FREE)</span></a> to find out how teams pulling ahead are using a c= ontext layer to save time and tokens.
</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%2Foctet-stream.net%2Fb%2Fscb%2F2026-06-22-when-its-the-ma= intainer-whos-ai-pilled.html%3Futm_source=3Dtldrnewsletter/1/0100019eeede3e= 9c-2799a4db-b28a-48e7-96f2-fa28cd2ab124-000000/feiEakhsbZHjkTfhteTQCfhuHoPk= nWcmAVYgA06AlWw=3D452">
<span>
<strong>When it's the maintainer wh= o's AI-pilled (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
A well-supervised agent can offer drama= tic speedups when paired with someone who cares about software, cares about=
the craft, and has specific goals they want to achieve. They can be used t=
o significantly speed up the PR process. Agents can turn open issues into p= rompts, generate solutions, edit the output to meet standards for mergeabil= ity, and then commit as soon as it's ready, all on their own. This means is= sues can be fixed just hours after being identified.
</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%2Fzarar.dev%2Fagent-hooks-deterministic-guardrails-for-ai= -generated-code%2F%3Futm_source=3Dtldrnewsletter/1/0100019eeede3e9c-2799a4d= b-b28a-48e7-96f2-fa28cd2ab124-000000/OuR6GA0jVtAp40Or_C-byP1tI_izSxtfEkqgNj= 5u55U=3D452">
<span>
<strong>Don't rely on instructions,=
use Agent Hooks to enforce guardrails (7 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Agent Hooks allow developers to interje=
ct themselves into an agent's workflow while they are doing work rather tha=
n after the work is done. They can stop agents from ignoring rules. This me= ans agents can be used for deterministic checks that work 100% of the time.=
This article discusses how to create two agent hooks: one that ensures age= nts never use an 'input' tag directly, and another that ensures agents neve=
r claim work is done while tests are still failing.
</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>
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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">
<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%2F4028e55e-b0f0-433c-8f61-= 8886d7e07c29%3Futm_source=3Dtldrnewsletter/1/0100019eeede3e9c-2799a4db-b28a= -48e7-96f2-fa28cd2ab124-000000/hPI31n2tyr9M7xLwUVs_a012V_j2zYdEyIDOFIQQ-Vc= =3D452">
<span>
<strong>TLDR is hiring a Senior PMM=
($180k-$225k base + $40-50k annual target bonus, Fully Remote)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
We're hiring a senior PMM to own produc=
t marketing at TLDR. You'll define our positioning, build out sales enablem= ent, and lead every launch. <a href=3D"
https://tracking.tldrnewsletter.com/= CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech%2F4028e55e-b0f0-433c-8f61-8886= d7e07c29/1/0100019eeede3e9c-2799a4db-b28a-48e7-96f2-fa28cd2ab124-000000/q9e= SM89gQ-YiEmnkFOKcgW6pwsHmD44TVY-Jep2NIVw=3D452" rel=3D"noopener noreferrer"=
target=3D"_blank"><span>Learn more</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%2F36JvDA/1/0100019eeede3e9c-27= 99a4db-b28a-48e7-96f2-fa28cd2ab124-000000/pF-DxitLqSkdKzCOmZZFPwYwtYBz_fcuF= mahZBOUhc0=3D452">
<span>
<strong>Secretive Wall Street Power= house Jane Street Seizes the AI Spotlight (12 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Jane Street is looking to hire more tha=
n 500 employees this year. The previously secretive firm is starting to edg=
e more into the spotlight to catch the attention of AI startups and talent.=
It is aiming to become a major AI investor and supercharge its trading wit=
h the technology. Jane Street is eager to make new AI investments and deals=
for computing power.
</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%2Fsteve-yegge.medium.com%2Fthe-flat-curve-society-36c8b01= eb33b%3Futm_source=3Dtldrnewsletter/1/0100019eeede3e9c-2799a4db-b28a-48e7-9= 6f2-fa28cd2ab124-000000/7GzjFNyaafKOflEesvu9NbRQBfEC32RO16gBlJje7VI=3D452">
<span>
<strong>The Flat Curve Society (18 = minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Anthropic claims that AI model intellig= ence has become dangerous. AI will continue to grow exponentially in capabi= lity, but most people will stop seeing progress. Only a few will have acces=
s to superintelligence above the classes of models seen this year. Open mod= els are not likely to improve past Fable class due to huge compute requirem= ents and government lockdowns.
</span>
</span>
</div>
</td></tr></tbody></table>
</td></tr></tbody></table>
<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=E2=9A= =A1</span></div></div>
</td></tr></tbody></table>
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<div class=3D"text-block">
<div style=3D"text-align: center;">
<h1><strong>Quick Links</strong></h1>
</div>
</div>
</td></tr></tbody></table>
<table bgcolor=3D"" style=3D"table-layout: fixed; width: 100%;" width=3D"10= 0%"><tbody><tr><td style=3D"padding:0;border-collapse:collapse;border-spaci= ng:0;margin:0;" valign=3D"top">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fd2swt604.na1.hs-sales-engage.com%2FCtc%2FGH%2B23284%2Fd= 2SwT604%2FJks53kwtW69t95C6lZ3kRW8w5D0p7f4whsW6ncf5V4g79vSW2btzdy2KQ4HSW3d09= GL4qzDRBW4dsQwv5NjZ5JW2ZtlkW2RvHHRN3gth3T4TZcTW8GMH5b2XtKJVW4RjPT24tPGV3N7C= WGg4_fnG4VVCsJn431nTgW5jv7BX6W3P5PN69MhLKppScsW67DH1N7nklv3W37jHmW3hQjLQW4Z= SM223l_bJXW3DQWrd72Bb8qW8vZgdN6ZdPrzW2MjPbG8bmSkSF2s5QzQtd56W7D_6vG2XDXrWW8= JDtS769tlq4W3sJxkK4n9m0MW2C3dF014v70cW1TwV0c6Tg1YPW92Z4n83MrsTVW1F-J0x2pK_0= 2N6VVQ80dNZPjW5smCvP7HgrTPN3yKGwk5mTMCW3Z1kGd2McSz-M66PW8sqm7kW6MNbVg6d4Wd3= W8J4t363C4qsDW8tPxYP3_YCzsW264wH36b-rwBf1k7LYC04%3Futm_source=3Dtldrnewslet= ter/1/0100019eeede3e9c-2799a4db-b28a-48e7-96f2-fa28cd2ab124-000000/qe3D06v1= ryqXJzZx3I76hd24gVHwgQRWBvVUijRLwrI=3D452">
<span>
<strong>Guiding AI with project-lev=
el rules (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
AI agents generate 48% of code on avera= ge, yet 55% of leaders worry about losing shared understanding and 39% abou=
t shipping with confidence. Project-level rules help standardize AI-driven = development. <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2= Fd2swt604.na1.hs-sales-engage.com%2FCtc%2FGH%2B23284%2Fd2SwT604%2FJks53kwtW= 69t95C6lZ3kRW8w5D0p7f4whsW6ncf5V4g79vSW2btzdy2KQ4HSW3d09GL4qzDRBW4dsQwv5NjZ= 5JW2ZtlkW2RvHHRN3gth3T4TZcTW8GMH5b2XtKJVW4RjPT24tPGV3N7CWGg4_fnG4VVCsJn431n= TgW5jv7BX6W3P5PN69MhLKppScsW67DH1N7nklv3W37jHmW3hQjLQW4ZSM223l_bJXW3DQWrd72= Bb8qW8vZgdN6ZdPrzW2MjPbG8bmSkSF2s5QzQtd56W7D_6vG2XDXrWW8JDtS769tlq4W3sJxkK4= n9m0MW2C3dF014v70cW1TwV0c6Tg1YPW92Z4n83MrsTVW1F-J0x2pK_02N6VVQ80dNZPjW5smCv= P7HgrTPN3yKGwk5mTMCW3Z1kGd2McSz-M66PW8sqm7kW6MNbVg6d4Wd3W8J4t363C4qsDW8tPxY= P3_YCzsW264wH36b-rwBf1k7LYC04/1/0100019eeede3e9c-2799a4db-b28a-48e7-96f2-fa= 28cd2ab124-000000/jotYnMnVNOD6Z_NCtK2eiwC8mzdku7C1VESFEWndhtw=3D452" rel=3D= "noopener noreferrer nofollow" target=3D"_blank"><span>Explore how to stand= ardize AI-driven development</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%2Fwww.seangoedecke.com%2Fbig-tech-needs-big-egos%2F%3Futm= _source=3Dtldrnewsletter/1/0100019eeede3e9c-2799a4db-b28a-48e7-96f2-fa28cd2= ab124-000000/rHTeeY8AieKGfj4LkoeiAuCFZJOHYCj03xy3YbpCYOk=3D452">
<span>
<strong>Big tech engineers need big=
egos (12 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The most effective engineers are simult= aneously high-ego in some situations and surprisingly low-ego in others.
</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%2Fspyglass.org%2Ffailed-hackquisitions%2F%3Futm_source=3D= tldrnewsletter/1/0100019eeede3e9c-2799a4db-b28a-48e7-96f2-fa28cd2ab124-0000= 00/TTLoQQELCmCw2OoYlUFd6k-40pTGJ4Z4bnFiBHr6jIc=3D452">
<span>
<strong>About Those "Hackquisitions= "... (8 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Google paid $2.7 billion to bring Noam = Shazeer back to the company, just for him to leave for OpenAI in less than = two years.
</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.theregister.com%2Fsecurity%2F2026%2F06%2F20%2Fwhy-a= mazon-hates-human-in-the-loop-ai-governance%2F5258639%3Futm_source=3Dtldrne= wsletter/1/0100019eeede3e9c-2799a4db-b28a-48e7-96f2-fa28cd2ab124-000000/5qH= xIOulAetRswy4Xcvb4nthiVDO_re2k2ykI303DwI=3D452">
<span>
<strong>Why Amazon hates 'human-in-= the-loop' AI governance (10 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Humans aren't consistent, they make mis= takes, and their performance drops over time.
</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%2Ffandf.co%2F4aWHgLY%3Futm_source=3Dtldrnewsletter/1/0100= 019eeede3e9c-2799a4db-b28a-48e7-96f2-fa28cd2ab124-000000/qQWlg0uwy-CyOYI5kY= 3q6ptFYY0bNioo_RegzprnVPE=3D452">
<span>
<strong>Claude Agents give superpow= ers in Jira (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Delegate tasks to Claude Agents anywher=
e in Jira! Claude Agents in Jira have full context to build accurately, all=
while staying visible and traceable within Jira. <a href=3D"
https://tracki= ng.tldrnewsletter.com/CL0/https:%2F%2Ffandf.co%2F4aWHgLY/1/0100019eeede3e9c= -2799a4db-b28a-48e7-96f2-fa28cd2ab124-000000/7Ck4VEcqO3MxTinlSpe2UR63Niwj_u= Gxvh-q1sTUKAw=3D452" rel=3D"noopener noreferrer nofollow" target=3D"_blank"= ><span>Learn more</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%2Fdeveloper.chrome.com%2Fdocs%2Flighthouse%2Fagentic-brow= sing%2Fscoring%3Futm_source=3Dtldrnewsletter/1/0100019eeede3e9c-2799a4db-b2= 8a-48e7-96f2-fa28cd2ab124-000000/26RhHOvYxbVA2U6WhYkW7PAYpp4kyhc-hYgcQQfgZB= w=3D452">
<span>
<strong>Lighthouse agentic browsing=
scoring (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The Lighthouse Agentic Browsing categor=
y evaluates how well sites are constructed for machine interaction through =
a set of deterministic audits.
</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%2Fthenextweb.com%2Fnews%2Ftrump-anthropic-not-national-se= curity-threat-axios-interview%3Futm_source=3Dtldrnewsletter/1/0100019eeede3= e9c-2799a4db-b28a-48e7-96f2-fa28cd2ab124-000000/19vIKyH5YTem_aMswoc7XhSmOP-= CjM4zAX-Nj48Lxuk=3D452">
<span>
<strong>Trump says he no longer vie=
ws Anthropic as a national security threat after G7 meeting with CEO (5 min= ute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The restrictions on Anthropic have yet =
to be formally rescinded, and Anthropic has not publicly indicated whether =
it plans to modify its guardrail policies.
</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.astralcodexten.com%2Fp%2Fpreliminary-thoughts-on-th= e-midjourney%3Futm_source=3Dtldrnewsletter/1/0100019eeede3e9c-2799a4db-b28a= -48e7-96f2-fa28cd2ab124-000000/YcqpDgTg7UesN1ANSCLi0Uy2sdLPkbPb3glW2gXTD9o= =3D452">
<span>
<strong>Preliminary Thoughts On The=
Midjourney Scanner (20 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The technology is cool, but it likely i= sn't useful for most current serious medical applications.
</span>
</span>
</div>
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: break-word; vertical-align: top; padding: 5px 10px;">
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