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OpenAI may be preparing legal action against Apple as it has failed to
se=
e the expected benefits from their two-year-old
partnership=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 [Wiz] [4]
TLDR 2026-05-15
STATE OF AI =
IN THE CLOUD REPORT 2026 (SPONSOR) [4]=20
How AI Is Reshaping Cloud Sec=
urity
AI is no longer a standalone tool, it is now core infrastructure=
and
over 80% OF ORGANIZATIONS ARE USING AI [4] across cloud environments=
,
development workflows, and production systems.
This report reveals=
how AI adoption is expanding the attack surface,
accelerating attacker b=
ehavior, and introducing new risks through
agents, copilots, and automati=
on.
Get the data behind what's changing and what security teams need t=
o do
about it.
GET THE REPORT [4]
=F0=9F=93=B1=20
BIG TECH &=
STARTUPS
APPLE-OPENAI ALLIANCE FRAYS, SETTING UP POSSIBLE LEGAL FIGH=
T (9
MINUTE READ) [5]=20
OpenAI may be preparing legal action against=
Apple as it has failed
to see the expected benefits from their two-year-=
old partnership. The
startup has enlisted an outside legal firm to help w=
ith the situation.
OpenAI had believed that the partnership would coax mo=
re users into
subscribing to its services and had expected deeper integra=
tion into
Apple's app ecosystem. It claims that Apple hasn't made an hone=
st
effort within the partnership. Apple is set to open up its platform to=
rival providers later this year.=20
NETFLIX STAFFING FOR =E2=80=
=98INKUBATOR' AI-POWERED EXPERIMENTAL ANIMATION
STUDIO (2 MINUTE READ) [6=
]=20
Netflix's INKubator is an artist-led animation incubator that
pr=
ovides creators with an artist-focused environment to experiment in.
It a=
llows artists to explore how new tools and workflows can be
leveraged to =
enhance their storytelling capabilities alongside
traditional animation c=
reative processes. The studio launched quietly
in March. It will focus on=
creating animated shorts and specials using
experimental GenAI-native pr=
oduction pipelines.=20
=F0=9F=9A=80=20
SCIENCE & FUTURISTIC TECHNOLOG=
Y
WORLD'S FIRST NATIVE COLOR LIDAR GIVES MACHINES HUMAN-LIKE VISION (=
4
MINUTE READ) [7]=20
Ouster's new Rev8 sensor family fuses color dir=
ectly into every point
of data, making it the first LIDAR with native col=
or. The flagship
model of the Rev8 family, the OS1 Max, has a detection r=
ange of up to
200 meters at 10% reflectivity, and up to 500 meters under =
optimal
conditions. The sensor can handle lighting conditions from near-t=
otal
darkness to intense direct sunlight. Early adopters of Ouster's
te=
chnology include Google, Volvo, Skydio, PlusAI, and Seegrid.=20
HELIX-0=
2 ROBOTS NOW SUSTAIN FULL FACTORY-STYLE 8-HOUR SHIFTS WITHOUT
INTERVENTIO=
N (3 MINUTE READ) [8]=20
Figure AI claims that its humanoid robots can =
now run full eight-hour
shifts autonomously. The company's Helix-02 syste=
m allows humanoid
robots to walk, manipulate objects, balance, and coordi=
nate movement
continuously using onboard sensors. It supports multi-robot=
collaboration. The unified neural network combines vision, touch,
prop=
rioception, and whole-body control into a single learning system
designed=
for long-horizon tasks in dynamic environments. It enables
robots to com=
plete multi-minute tasks without resets or human
intervention.=20
=
=F0=9F=92=BB=20
PROGRAMMING, DESIGN & DATA SCIENCE
HOW AI-NATIVE A=
RE YOU? SEE WHERE YOU LAND ON NOTION'S AI
TRANSFORMATION MODEL (SPONSOR) =
[9]=20
Get a personalized AI maturity assessment, peer benchmarks, and =
a
transformation roadmap based on the AI Transformation Model [9], which=
details the four stages of AI maturity. Take the assessment and get
yo=
ur results in <5 minutes [9].=20
THE ULTIMATE GUIDE TO /GOAL (10 MINUTE=
READ) [10]=20
/goal is becoming a primitive for coding agents. The fea=
ture gives
coding workers jobs with a defined done state. With /goal, use=
rs write
down what 'done' looks like, and agents work towards it until it=
gets
there. The feature appeared in OpenAI's Codex CLI a few weeks ago, =
and
Claude Code just added it this week.=20
FATE (GITHUB REPO) [11] =
fate is a data client for React that combines view composition,
no=
rmalized caching, data masking, Async React features, and type-safe
data =
fetching. It is designed to make data fetching and state
management in Re=
act applications more composable, declarative, and
predictable. The frame=
work is just JavaScript and has a minimal API
and no DSL. fate helps deve=
lopers avoid overfetching, stop passing
unnecessary data down the tree, a=
nd eliminate boilerplate types
secreted solely for passing server data to=
child components.=20
=F0=9F=8E=81=20
MISCELLANEOUS
APPLE'S SEC=
URITY HAS BEEN TOUGH TO CRACK. MYTHOS HELPED FIND A WAY IN
(4 MINUTE READ=
) [12]=20
Security researchers claim to have discovered a way to circum=
vent
Apple's security technology by using techniques they discovered whil=
e
testing an early version of Anthropic's Mythos AI model in April.
The=
ir privilege escalation exploit links together two bugs and a
handful of =
methods to gain unauthorized access. Apple is currently
reviewing the res=
earchers' findings. The attack required human
cybersecurity expertise and=
could not have been pulled off by Mythos
alone. The researchers plan to =
release details of the attack once
Apple has patched the underlying issue=
s.=20
THE GREAT MEMORY PANIC OF 2026 (6 MINUTE READ) [13]=20
Memory=
prices could move from 15% to 40% of the bill of materials for
Apple dev=
ices. Apple operates at an enormous scale, and each of its
products consu=
mes some memory. When dealing with this kind of scale,
there's usually a =
couple of years of lead time. The spike in demand
for memory has disrupte=
d this pipeline. Apple still has a lot of room
to negotiate price, and th=
e whole situation could end up with Apple
gaining a lot of market share. =
=E2=9A=A1=20
QUICK LINKS
GLEAN PREFERRED 2.5X AS OFTEN AS OF=
F-THE-SHELF MCP. HERE'S WHY
(SPONSOR) [14]=20
Most teams assumed MCP =
would replace the need for a context layer. It
hasn't. MCP defines how to=
ols talk =E2=80=94 not what they know.
Off-the-shelf MCP used 30% more to=
kens on the same tasks. Read our
recent benchmark [14]=20
PROGRAMMING=
LANGUAGES USED TO BE LOCK IN (1 MINUTE READ) [15]=20
Teams can now jus=
t port to another language if a programming language
decision turns out t=
o be wrong.=20
A FEW WORDS ON DS4 (3 MINUTE READ) [16]=20
The Dwarf=
Star 4 project will focus on quality benchmarks, potentially
adding a cod=
ing agent, a local hardware setup that can run CI tests to
ensure long-te=
rm quality, more ports, and distributed inference (both
serial and parall=
el).=20
AMAZON LEO AIMS TO DOUBLE ITS PACE AS IT GETS SET TO ROLL OUT I=
TS
SATELLITE BROADBAND NETWORK (12 MINUTE READ) [17]=20
The official =
launch of Amazon Leo isn't that far away.=20
REACH 7 MILLION ENGAGED TE=
CH PROFESSIONALS (SPONSOR) [18]=20
Ads get ignored on social media but =
not in TLDR! Reach developers,
PMs, marketers, founders and other tech le=
aders where they actually
pay attention. Learn more about sponsorship opp=
ortunities. [18]=20
ONBOARDING IN THE AI ERA: MY FIRST 100 DAYS AT RAMP=
(7 MINUTE READ)
[19]=20
Ramp is a fast company that ships every week=
- employees must match
the pace, or they'll become a tax on it.=20
B=
ITCOIN TRADER RECOVERS $400,000 USING CLAUDE AI AFTER GETTING
'STONED' AN=
D LOSING WALLET PASSWORD 11 YEARS AGO (3 MINUTE READ) [20]=20
Claude di=
scovered an old backup wallet file that it successfully
decrypted.=20
=
OPENAI X MICROSOFT (12 MINUTE READ) [21]=20
This post contains emails =
and messages from and between Satya
Nadella, Sam Altman, and Elon Musk re=
garding OpenAI's relationship to
Microsoft.=20
Love TLDR? Tell your fr=
iends and get rewards!
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https://refer.tldr.tech/66662a80/ [22]=20
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=09=09 Track your referrals here. [23]=20
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E
WITH US [24].=20
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ech and get $1k if we hire them! TLDR is one of INC.'S
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If you have any comments or feedback, just =
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Thanks for reading,=20
Dan Ni [28] & Stephen F=
landers [29]=20
Manage your subscriptions [30] to our other newsletters=
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">OpenAI may=
be preparing legal action against Apple as it has failed to see the expect=
ed benefits from their two-year-old partnership =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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mg src=3D"
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<div style=3D"text-align: center;">
<h1><strong>TLDR <span id=3D"date">2026-05-15</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;">
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<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.wiz.io%2Freports%2Fstate-of-ai-in-the-cloud-2026%3F= utm_source=3Dtldrtech%26utm_medium=3Dpaid-email%26utm_campaign=3DFY27Q1_INB= _FORM_State-of-AI-Report-2026%26sfcid=3D701Vh00000aV1zBIAS%26utm_term=3DFY2= 7Q2-tldr-tech-primary-May%26utm_content=3DState-of-AI-Report-2026/2/0100019= e2b29dece-b08af143-467d-4b92-adc5-17e0eb88299e-000000/5RPHL6iLTXBzfYXhfzVHO= Iun8bCn47Uer9DAdkwy7EQ=3D452">
<span>
<strong>State of AI in the Cloud Re= port 2026 (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
How AI Is Reshaping Cloud Security<p></= p><p>AI is no longer a standalone tool, it is now core infrastructure and o= ver <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.wiz.= io%2Freports%2Fstate-of-ai-in-the-cloud-2026%3Futm_source=3Dtldrtech%26utm_= medium=3Dpaid-email%26utm_campaign=3DFY27Q1_INB_FORM_State-of-AI-Report-202= 6%26sfcid=3D701Vh00000aV1zBIAS%26utm_term=3DFY27Q2-tldr-tech-primary-May%26= utm_content=3DState-of-AI-Report-2026/3/0100019e2b29dece-b08af143-467d-4b92= -adc5-17e0eb88299e-000000/VJ4KsA7536ghaYLGH6I4WTLXuGoXkyMyYNvz7TM_fQY=3D452=
" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span><strong>80% =
of organizations are using AI</strong></span></a> across cloud environments=
, development workflows, and production systems.</p>
<p>This report reveals how AI adoption is expanding the attack surface, acc= elerating attacker behavior, and introducing new risks through agents, copi= lots, and automation.</p>
<p>Get the data behind what's changing and what security teams need to do a= bout it.</p>
<p><a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.wiz.i= o%2Freports%2Fstate-of-ai-in-the-cloud-2026%3Futm_source=3Dtldrtech%26utm_m= edium=3Dpaid-email%26utm_campaign=3DFY27Q1_INB_FORM_State-of-AI-Report-2026= %26sfcid=3D701Vh00000aV1zBIAS%26utm_term=3DFY27Q2-tldr-tech-primary-May%26u= tm_content=3DState-of-AI-Report-2026/4/0100019e2b29dece-b08af143-467d-4b92-= adc5-17e0eb88299e-000000/b02SFP03FTOdI87H9raH2Snjup2wS46tJICCH_Lmbjw=3D452"=
rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span><strong>Get t=
he Report</strong></span></a>
</span></span></div>
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<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =93=B1</span></div></div>
</td></tr></tbody></table>
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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%2FhbByWV/1/0100019e2b29dece-b0= 8af143-467d-4b92-adc5-17e0eb88299e-000000/BVc2qUz1AxsOdJbnHBLIx9wrV8QZ80zuV= 88GpwEgztU=3D452">
<span>
<strong>Apple-OpenAI Alliance Frays=
, Setting Up Possible Legal Fight (9 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
OpenAI may be preparing legal action ag= ainst Apple as it has failed to see the expected benefits from their two-ye= ar-old partnership. The startup has enlisted an outside legal firm to help = with the situation. OpenAI had believed that the partnership would coax mor=
e users into subscribing to its services and had expected deeper integratio=
n into Apple's app ecosystem. It claims that Apple hasn't made an honest ef= fort within the partnership. Apple is set to open up its platform to rival = providers later this year.
</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.animationmagazine.net%2F2026%2F05%2Fnetflix-staffin= g-for-inkubator-ai-powered-experimental-animation-studio%2F%3Futm_source=3D= tldrnewsletter/1/0100019e2b29dece-b08af143-467d-4b92-adc5-17e0eb88299e-0000= 00/Jym58hUp8WoHTJWKf84s7-eQiVmafAQCv7Ktg1X4zF8=3D452">
<span>
<strong>Netflix Staffing for =E2=80= =98INKubator' AI-Powered Experimental Animation Studio (2 minute read)</str=
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Netflix's INKubator is an artist-led an= imation incubator that provides creators with an artist-focused environment=
to experiment in. It allows artists to explore how new tools and workflows=
can be leveraged to enhance their storytelling capabilities alongside trad= itional animation creative processes. The studio launched quietly in March.=
It will focus on creating animated shorts and specials using experimental = GenAI-native production pipelines.
</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= =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%2Fnewatlas.com%2Ftechnology%2Fouster-rev8-native-color-li= dar%2F%3Futm_source=3Dtldrnewsletter/1/0100019e2b29dece-b08af143-467d-4b92-= adc5-17e0eb88299e-000000/3qtnz3iPc1VGB02mzae_PJPHKEOCIkMmnOnQGSVzr7E=3D452"=
<span>
<strong>World's first native color = LiDAR gives machines human-like vision (4 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Ouster's new Rev8 sensor family fuses c= olor directly into every point of data, making it the first LIDAR with nati=
ve color. The flagship model of the Rev8 family, the OS1 Max, has a detecti=
on range of up to 200 meters at 10% reflectivity, and up to 500 meters unde=
r optimal conditions. The sensor can handle lighting conditions from near-t= otal darkness to intense direct sunlight. Early adopters of Ouster's techno= logy include Google, Volvo, Skydio, PlusAI, and Seegrid.
</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%2Finterestingengineering.com%2Fai-robotics%2Ffigure-helix= 02-humanoid-robots-8-hour-shifts%3Futm_source=3Dtldrnewsletter/1/0100019e2b= 29dece-b08af143-467d-4b92-adc5-17e0eb88299e-000000/12CWg5AIXj4clE0n9uW2V7x9= 98ETWF6oBDupLiaIwQk=3D452">
<span>
<strong>Helix-02 robots now sustain=
full factory-style 8-hour shifts without intervention (3 minute read)</str=
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Figure AI claims that its humanoid robo=
ts can now run full eight-hour shifts autonomously. The company's Helix-02 = system allows humanoid robots to walk, manipulate objects, balance, and coo= rdinate movement continuously using onboard sensors. It supports multi-robo=
t collaboration. The unified neural network combines vision, touch, proprio= ception, and whole-body control into a single learning system designed for = long-horizon tasks in dynamic environments. It enables robots to complete m= ulti-minute tasks without resets or human intervention.
</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>
<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>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%2Fnotion-ai-assessment.vercel.app%2F%3Futm_source=3Dtldr%= 26utm_medium=3Dnewsletter%26utm_content=3Dai-transformation-assessment%26ut= m_campaign=3D2026Q2_ai-transformation-assessment/1/0100019e2b29dece-b08af14= 3-467d-4b92-adc5-17e0eb88299e-000000/naSbWb9WNcSL28_Sk6dVrp3PhZWD0DBsL3_ENv= settY=3D452">
<span>
<strong>How AI-native are you? See = where you land on Notion's AI Transformation Model (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Get a personalized AI maturity assessme= nt, peer benchmarks, and a transformation roadmap based on the <a href=3D"h= ttps://tracking.tldrnewsletter.com/CL0/https:%2F%2Fnotion-ai-assessment.ver= cel.app%2F%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_content=3Dai= -transformation-assessment%26utm_campaign=3D2026Q2_ai-transformation-assess= ment/2/0100019e2b29dece-b08af143-467d-4b92-adc5-17e0eb88299e-000000/CG6mKOc= kGWfLQ3hOR8edmH7kMa9gzopmQgKZWmDwiuc=3D452" rel=3D"noopener noreferrer nofo= llow" target=3D"_blank"><span>AI Transformation Model</span></a>, which det= ails the four stages of AI maturity. Take the assessment and <a href=3D"htt= ps://tracking.tldrnewsletter.com/CL0/https:%2F%2Fnotion-ai-assessment.verce= l.app%2F%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_content=3Dai-t= ransformation-assessment%26utm_campaign=3D2026Q2_ai-transformation-assessme= nt/3/0100019e2b29dece-b08af143-467d-4b92-adc5-17e0eb88299e-000000/NWe5Sg8Yp= bN1wM9n8K630rsgx3ogHxLqBQnnR8IZ5Jk=3D452" rel=3D"noopener noreferrer nofoll= ow" target=3D"_blank"><span>get your results in <5 minutes</span></a>. </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%2Flinks.tldrnewsletter.com%2FMf7cZO/1/0100019e2b29dece-b0= 8af143-467d-4b92-adc5-17e0eb88299e-000000/nQKht4g3quq5wk-RYcGEqr0wZ0f2O7ltu= yNNrsEBEyg=3D452">
<span>
<strong>The ultimate guide to /goal=
(10 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
/goal is becoming a primitive for codin=
g agents. The feature gives coding workers jobs with a defined done state. = With /goal, users write down what 'done' looks like, and agents work toward=
s it until it gets there. The feature appeared in OpenAI's Codex CLI a few = weeks ago, and Claude Code just added it this week.
</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%2Fnkzw-tech%2Ffate%3Futm_source=3Dtldrnewsle= tter/1/0100019e2b29dece-b08af143-467d-4b92-adc5-17e0eb88299e-000000/XBtpVuN= VnA2K8nPNYLlKgHX-B1iqn7YisnAiZgEGO7E=3D452">
<span>
<strong>fate (GitHub Repo)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
fate is a data client for React that co= mbines view composition, normalized caching, data masking, Async React feat= ures, and type-safe data fetching. It is designed to make data fetching and=
state management in React applications more composable, declarative, and p= redictable. The framework is just JavaScript and has a minimal API and no D= SL. fate helps developers avoid overfetching, stop passing unnecessary data=
down the tree, and eliminate boilerplate types secreted solely for passing=
server data to child components.
</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"
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<span>
<strong>Apple's Security Has Been T= ough to Crack. Mythos Helped Find a Way In (4 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Security researchers claim to have disc= overed a way to circumvent Apple's security technology by using techniques = they discovered while testing an early version of Anthropic's Mythos AI mod=
el in April. Their privilege escalation exploit links together two bugs and=
a handful of methods to gain unauthorized access. Apple is currently revie= wing the researchers' findings. The attack required human cybersecurity exp= ertise and could not have been pulled off by Mythos alone. The researchers = plan to release details of the attack once Apple has patched the underlying=
issues.
</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%2Fasymco.com%2F2026%2F05%2F11%2Fthe-great-memory-panic-of= -2026%2F%3Futm_source=3Dtldrnewsletter/1/0100019e2b29dece-b08af143-467d-4b9= 2-adc5-17e0eb88299e-000000/xcYlESJ5tj6-z_hv2lGMgmqDFBQScT1PI3K1DzPb1i4=3D45=
<span>
<strong>The great memory panic of 2= 026 (6 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Memory prices could move from 15% to 40=
% of the bill of materials for Apple devices. Apple operates at an enormous=
scale, and each of its products consumes some memory. When dealing with th=
is kind of scale, there's usually a couple of years of lead time. The spike=
in demand for memory has disrupted this pipeline. Apple still has a lot of=
room to negotiate price, and the whole situation could end up with Apple g= aining a lot of market share.
</span>
</span>
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<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=E2=9A= =A1</span></div></div>
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<h1><strong>Quick Links</strong></h1>
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<span>
<strong>Glean preferred 2.5x as oft=
en as off-the-shelf MCP. Here's why (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Most teams assumed MCP would replace th=
e need for a context layer. It hasn't. MCP defines how tools talk =E2=80=94=
not what they know. Off-the-shelf MCP used 30% more tokens on the same tas= ks. <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tl= drnewsletter.com%2FJdALta/2/0100019e2b29dece-b08af143-467d-4b92-adc5-17e0eb= 88299e-000000/QjXpEekruabmG_lMldLpUNCqNJ_7AAliph5JurH_dyg=3D452" rel=3D"noo= pener noreferrer nofollow" target=3D"_blank"><span>Read our recent benchmar= k</span></a>
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<span>
<strong>Programming languages used =
to be LOCK IN (1 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Teams can now just port to another lang= uage if a programming language decision turns out to be wrong.
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<strong>A few words on DS4 (3 minut=
e read)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The DwarfStar 4 project will focus on q= uality benchmarks, potentially adding a coding agent, a local hardware setu=
p that can run CI tests to ensure long-term quality, more ports, and distri= buted inference (both serial and parallel).
</span>
</span>
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<span>
<strong>Amazon Leo aims to double i=
ts pace as it gets set to roll out its satellite broadband network (12 minu=
te read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The official launch of Amazon Leo isn't=
that far away.
</span>
</span>
</div>
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<strong>Reach 7 million engaged tec=
h professionals (Sponsor)</strong>
</span>
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Ads get ignored on social media but not=
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<strong>Onboarding in the AI Era: M=
y First 100 Days at Ramp (7 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Ramp is a fast company that ships every=
week - employees must match the pace, or they'll become a tax on it.
</span>
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<span>
<strong>Bitcoin trader recovers $40= 0,000 using Claude AI after getting 'stoned' and losing wallet password 11 = years ago (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Claude discovered an old backup wallet = file that it successfully decrypted.
</span>
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<strong>OpenAI x Microsoft (12 minu=
te read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
This post contains emails and messages = from and between Satya Nadella, Sam Altman, and Elon Musk regarding OpenAI'=
s relationship to Microsoft.
</span>
</span>
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