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Screenshots of a revised user interface showing a model card for
Google's=
upcoming Gemini Omni video model were posted on Reddit over
the
weeken=
d=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0
Sign Up [1] |Advertise [2]|View Online [3]=20
=
=09=09TLDR=20
=09=09TOGETHER WITH [QA Wolf] [4]
TLDR 2026-05-12
=
=E2=9C=82=EF=B8=8F CUT YOUR QA CYCLES DOWN TO MINUTES WITH AUTOMATED TE=
STING
(SPONSOR) [4]=20
If QA is a bottleneck on your software enginee=
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A Wolf.
Their AI-native service gets engineering teams to 80% automate=
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With QA Wolf, Drata's tea=
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ES.
Schedule a demo to learn more [7]
=F0=9F=93=B1=20
BIG TECH=
& STARTUPS
GOOGLE'S GEMINI OMNI VIDEO MODEL SURFACES AHEAD OF I/O DE=
BUT (2
MINUTE READ) [8]=20
Screenshots of a revised user interface sh=
owing a model card for
Google's upcoming Gemini Omni video model were pos=
ted on Reddit over
the weekend. Early user testing indicates the model ha=
s impressive
prompt adherence, but video generation burned through credit=
s quickly.
Omni will likely be shipped in tiered variants (Flash and Pro)=
.=20
MICROSOFT'S CEO INTERVENED WHEN OPENAI FIRED SAM ALTMAN, MUSK'S
=
LAWYER CLAIMS (8 MINUTE READ) [9]=20
Elon Musk has accused Microsoft of=
aiding and abetting OpenAI as the
lab abandoned its founding contract as=
a nonprofit. His lawyers have
submitted evidence that Microsoft CEO Saty=
a Nadella played a role in
Sam Altman's efforts to return to OpenAI just =
five days after he was
ousted as CEO. This was aimed at demonstrating Mic=
rosoft's significant
control over OpenAI. Microsoft had earlier claimed t=
hat it should not
have been drawn into the legal squabble between Musk an=
d OpenAI.=20
=F0=9F=9A=80=20
SCIENCE & FUTURISTIC TECHNOLOGY
FI=
GURE'S HUMANOID ROBOTS ORGANIZE ROOM, HANG CLOTHES, AND MAKE BED
WITHOUT =
HUMANS (5 MINUTE READ) [10]=20
Figure has released a new video showing =
two robots performing
household tasks in a coordinated bedroom-cleaning d=
emonstration. The
video (available in the article) highlights advances in=
humanoid
collaboration, object handling, and domestic automation. Figure=
claims
to have increased Figure O3 humanoid production from one robot da=
ily
to one hourly at its BotQ production facility in California.=20
G=
OOGLE SAYS CRIMINAL HACKERS USED AI TO FIND A MAJOR SOFTWARE FLAW (6
MINU=
TE READ) [11]=20
A criminal hacking group recently attempted to launch =
a widespread
cyberattack using a previously unknown bug in a popular open=
-source
web-based system administration tool. There is strong evidence th=
at
the actor likely leveraged an AI model to support the discovery and
=
weaponization of the vulnerability. The software maker was notified
quick=
ly enough to allow for a patch before the attack could do damage.
This is=
the first known example of a zero-day bug being put to
malicious use by =
hackers enabled chiefly by AI.=20
=F0=9F=92=BB=20
PROGRAMMING, DESIGN=
& DATA SCIENCE
REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) =
[12]=20
Social ads get ignored. TLDR gets read.
Reach developers, =
PMs, DevOps, cybersecurity, and other tech leaders
where they actually pa=
y attention.
Learn more about sponsorship opportunities. [12]
IN=
TRODUCING CLAUDE PLATFORM ON AWS: ANTHROPIC'S NATIVE PLATFORM,
THROUGH YO=
UR AWS ACCOUNT (9 MINUTE READ) [13]=20
Claude Platform is now generally=
available on AWS. The new service
gives customers direct access to Anthr=
opic's native Claude Platform
experience through an AWS account. It allow=
s users to work on the same
APIs, features, and console experience availa=
ble through Anthropic
directly, but on AWS. Claude Platform on AWS is ope=
rated by Anthropic,
and the underlying requests and data are processed ou=
tside the AWS
security boundary.=20
TANSTACK NPM PACKAGES COMPROMISED=
IN ONGOING MINI SHAI-HULUD
SUPPLY-CHAIN ATTACK (12 MINUTE READ) [14]=20
=
84 TanStack npm packages have been compromised in an ongoing
supply-c=
hain attack. Several of these packages have over 12 million
weekly downlo=
ads, making the compromise especially significant from a
software supply-=
chain perspective. TanStack has deprecated the
affected versions, engaged=
npm security to pull the malicious
tarballs, purged GitHub Actions cache=
entries, and merged hardening
changes to restructure the affected workfl=
ow, add repository-owner
guards, and pin third-party action references. A=
list of recommended
actions for affected systems is available in the art=
icle.=20
=F0=9F=8E=81=20
MISCELLANEOUS
THE INFERENCE SHIFT (14 =
MINUTE READ) [15]=20
The most important aspect for agentic inference is=
memory. Agents
need context, state, and history, which requires a memory=
hierarchy
wrapped around a model. This implies a necessary trade-off of =
speed
for capacity, but agentic tasks don't really need to be that fast i=
f a
human isn't involved.=20
THE WU TAPES (65 MINUTE READ) [16]=20
=
Scott Wu is the founder and CEO of Cognition, an AI agent coding lab
=
and one of the fastest-growing companies of any kind in history. He is
al=
so known for his math prowess: Wu is the greatest American
gold-medalist =
of all time at the International Olympiad in
Informatics. His career bega=
n when he was just in second grade, when
he competed in a middle-school m=
ath competition at just seven years
old. This article contains an intervi=
ew with Wu where he discusses his
early childhood and life, AI, Cognition=
, humanity, his fears, and
more.=20
=E2=9A=A1=20
QUICK LINKS
=
LIGHTFIELD SKILLS: PROGRAM YOUR CRM IN PLAIN ENGLISH (SPONSOR) [17]=20
=
Ditch the spaghetti workflows. Trigger account research, deal
scoring, pi=
peline forecasting and more with a single sentence. Get 3
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] with code TLDRTQL33=20
GITLAB PROMISES A DIFFERENT KIND OF LAYOFF AS =
BIZ PIVOTS TOWARD AI (5
MINUTE READ) [18]=20
GitLab plans to reinvest=
most of the money it is saving on wages back
into its business.=20
T=
HE LAST COMPANY (5 MINUTE READ) [19]=20
Future businesses will have to =
compete with AI lab-owned firms, where
every knowledge-intensive function=
has been replaced by AI.=20
AI VERSUS MICROSERVICES (12 MINUTE READ) [=
20]=20
Every technology shift changes the dominant architecture, and of=
ten
the languages and platforms, that are employed.=20
AIRBYTE AGENTS=
REDUCE YOUR AGENT'S TOKEN USAGE BY 80% (SPONSOR) [21]=20
Airbyte Conte=
xt Store pre-indexes business data so agents query one
unified layer inst=
ead of chaining API calls. 40% fewer tool calls.
Available via MCP or SDK=
. Check now! [22]=20
MYTHOS FINDS A CURL VULNERABILITY (12 MINUTE READ)=
[23]=20
While Mythos can discover vulnerabilities, it does not seem to=
perform any better than other already existing and readily available
t=
ools.=20
LAPTOPS ALL HAVE BUILT-IN SECURITY TOKENS THESE DAYS (10 MINUT=
E READ)
[24]=20
This post talks about how to configure a laptop's sec=
ure element to
be used as a security token.=20
IOS, MACOS, AND IPADOS=
26.5 UPDATES ARRIVE WITH ENCRYPTED RCS
MESSAGING AND MORE (3 MINUTE READ=
) [25]=20
Other additions in the 26.5 releases are new Pride-themed wal=
lpapers
and some of the initial work needed to support ads in the Apple M=
aps
app.=20
Love TLDR? Tell your friends and get rewards!
Share =
your referral link below with friends to get free TLDR swag!=20
https:/=
/refer.tldr.tech/66662a80/ [26]=20
=09=09 Track your referrals here. [27=
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Want to advertise in TLDR? =F0=9F=93=B0
If your company is in=
terested in reaching an audience of tech
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WITH US [28].=20
Want to work at =
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APPLY HERE [29], CREATE YOUR OWN ROLE [30] or send=
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to
jobs@tldr.tech and get $1k if we hire them! TLDR is=
one of INC.'S
BEST BOOTSTRAPPED BUSINESSES [31] of 2025.=20
If you h=
ave any comments or feedback, just respond to this email!=20
Thanks for =
reading,=20
Dan Ni [32] & Stephen Flanders [33]=20
Manage your subscrip=
tions [34] to our other newsletters on tech,
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[8]
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[9]
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[14] https:/= /socket.dev/blog/tanstack-npm-packages-compromised-mini-shai-hulud-supply-c= hain-attack?utm_source=3Dtldrnewsletter
[15]
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[16]
https://colossus.c= om/article/scott-wu-tapes-cognition/?utm_source=3Dtldrnewsletter
[17] htt= ps://lightfield.app/blog/introducing-skills?utm_source=3Dnewsletter&utm_med= ium=3Dpaid&utm_campaign=3Dtldr&utm_content=3Dquicklinks_5-12-2026
[18] ht= tps://www.theregister.com/devops/2026/05/12/gitlab-promises-a-different-kin= d-of-layoff-as-biz-pivots-toward-ai/5238422?utm_source=3Dtldrnewsletter
[=
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[23]
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[24]
https://ahelwer.ca/= post/2026-05-08-builtin-u2f/?utm_source=3Dtldrnewsletter
[25]
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[26] https:=
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Screenshot=
s of a revised user interface showing a model card for Google's upcomi=
ng Gemini Omni video model were posted on Reddit over the weekend =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&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C </div>
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<a href=3D"
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https://images.tldr.tech/qawolf-3.png" valign=3D"middle" sty= le=3D"vertical-align: middle !important; height: 100%;" alt=3D"QA Wolf"></a= ></td></tr></tbody></table>
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<div style=3D"text-align: center;">
<h1><strong>TLDR <span id=3D"date">2026-05-12</span></strong></h1>
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id=3D"sponsy-copy"><td class=3D"container" style=3D"padding: 15px 15px;">
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.qawolf.com%2F%3Futm_source=3Dtldr%26utm_medium=3Dne= wsletter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-_Ne= wsletter_CutQACycles_20260512-None_Experiment-FALSE%26utm_term=3Dheadline-C= utYourQACyclesDownFromHoursToMinutesWithAutomatedTesting%26utm_content=3DCu= tQACycles_ScheduleADemoToLearnMore_None_Headline%253ACutYourQACyclesDownToM= inutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20260512_v1_/2/01= 00019e1bb6805f-3e13f2a5-6049-4cb9-b61f-272170eeb7b4-000000/J1GeW-3fSGGmIUOt= yJFkM260WMoVbtDlyhHVbTtuBRc=3D452">
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If QA is a bottleneck on your software = engineering team and you're releasing slowly because of it, you must check = out QA Wolf.<p></p><p>Their AI-native service gets engineering teams to <a = href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawolf.com%= 2F%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ_All_D= emo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20260512-None_= Experiment-FALSE%26utm_term=3Dheadline-CutYourQACyclesDownFromHoursToMinute= sWithAutomatedTesting%26utm_content=3DCutQACycles_ScheduleADemoToLearnMore_= None_Headline%253ACutYourQACyclesDownToMinutesWithAutomatedTesting____Newsl= etter-PrimaryPlacement_20260512_v1_/3/0100019e1bb6805f-3e13f2a5-6049-4cb9-b= 61f-272170eeb7b4-000000/tOY4oSZLiJCBWmPIbX3G5s97om3bGoAJ5FR2megIMSo=3D452" = rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>80% automated = end-to-end test coverage,</span></a> and helps dev teams <strong>ship 5x fa= ster</strong> by reducing QA cycles from hours to minutes.</p>
<p><a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawol= f.com%2F%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ= _All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20260512= -None_Experiment-FALSE%26utm_term=3Dbody-QAWolf%26utm_content=3DCutQACycles= _ScheduleADemoToLearnMore_None_Headline%253ACutYourQACyclesDownToMinutesWit= hAutomatedTesting____Newsletter-PrimaryPlacement_20260512_v1_/1/0100019e1bb= 6805f-3e13f2a5-6049-4cb9-b61f-272170eeb7b4-000000/lIgeVqvTd1pjVgbVqYjSTyT-f= aiOEQDKBsgtnEWCHZ0=3D452" rel=3D"noopener noreferrer nofollow" target=3D"_b= lank"><span>QA Wolf</span></a> takes testing off your plate. They can get y= ou:</p>
<li>Unlimited parallel test runs for web and mobile</li>
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<p>The benefit? No more manual E2E testing. No more slow QA cycles. No more=
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<p>With QA Wolf, <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%= 2F%2Fwww.qawolf.com%2Fcustomers%2Fdrata%3Futm_source=3Dtldr%26utm_medium=3D= newsletter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-_= Newsletter_CutQACycles_20260512-None_Experiment-FALSE%26utm_term=3Dbody-Dra= tasTeamOf80PlusEngineers%26utm_content=3DCutQACycles_ScheduleADemoToLearnMo= re_None_Headline%253ACutYourQACyclesDownToMinutesWithAutomatedTesting____Ne= wsletter-PrimaryPlacement_20260512_v1_/1/0100019e1bb6805f-3e13f2a5-6049-4cb= 9-b61f-272170eeb7b4-000000/FjRjFldzH27umkUYtPCUTZ7pCmXyDxh2jyndLEbmdnY=3D45=
2" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>Drata's tea=
m of 80+ engineers</span></a> achieved 4x more test cases and <strong>86% f= aster QA cycles</strong>.</p>
<p><a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawol= f.com%2F%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ= _All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20260512= -None_Experiment-FALSE%26utm_term=3Dcta-ScheduleADemoToLearnMore%26utm_cont= ent=3DCutQACycles_ScheduleADemoToLearnMore_None_Headline%253ACutYourQACycle= sDownToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20260512_= v1_/1/0100019e1bb6805f-3e13f2a5-6049-4cb9-b61f-272170eeb7b4-000000/5ZlP3Lwg= 8WC-aiJp4F3zNLXD6JvuW2tTltRdiQQdbjM=3D452" rel=3D"noopener noreferrer nofol= low" target=3D"_blank"><span>Schedule a demo to learn more</span></a>
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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>
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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%2Fwww.testingcatalog.com%2Fgoogles-gemini-omni-video-mode= l-surfaces-ahead-of-i-o-debut%2F%3Futm_source=3Dtldrnewsletter/1/0100019e1b= b6805f-3e13f2a5-6049-4cb9-b61f-272170eeb7b4-000000/H0ES8gGvZczfVEfQCqgVzRGe= ius76OSnsWTBnzgR4GQ=3D452">
<span>
<strong>Google's Gemini Omni video = model surfaces ahead of I/O debut (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Screenshots of a revised user interface=
showing a model card for Google's upcoming Gemini Omni video model were po= sted on Reddit over the weekend. Early user testing indicates the model has=
impressive prompt adherence, but video generation burned through credits q= uickly. Omni will likely be shipped in tiered variants (Flash and Pro).
</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%2FwidYSb/1/0100019e1bb6805f-3e= 13f2a5-6049-4cb9-b61f-272170eeb7b4-000000/tf4dM98sk63QbqcBx3fQyuLeIxZD_8aNq= NKBlSe2et4=3D452">
<span>
<strong>Microsoft's CEO Intervened = When OpenAI Fired Sam Altman, Musk's Lawyer Claims (8 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Elon Musk has accused Microsoft of aidi=
ng and abetting OpenAI as the lab abandoned its founding contract as a nonp= rofit. His lawyers have submitted evidence that Microsoft CEO Satya Nadella=
played a role in Sam Altman's efforts to return to OpenAI just five days a= fter he was ousted as CEO. This was aimed at demonstrating Microsoft's sign= ificant control over OpenAI. Microsoft had earlier claimed that it should n=
ot have been drawn into the legal squabble between Musk and OpenAI.
</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= =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%2Finterestingengineering.com%2Fai-robotics%2Fhumanoids-te= am-up-to-make-a-bed%3Futm_source=3Dtldrnewsletter/1/0100019e1bb6805f-3e13f2= a5-6049-4cb9-b61f-272170eeb7b4-000000/l9CQGJoMal4XWZSBhRHYh2syqo5nN5W6qADgh= oLK1uM=3D452">
<span>
<strong>Figure's humanoid robots or= ganize room, hang clothes, and make bed without humans (5 minute read)</str=
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Figure has released a new video showing=
two robots performing household tasks in a coordinated bedroom-cleaning de= monstration. The video (available in the article) highlights advances in hu= manoid collaboration, object handling, and domestic automation. Figure clai=
ms to have increased Figure O3 humanoid production from one robot daily to = one hourly at its BotQ production facility in California.
</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%2FvF572n/1/0100019e1bb6805f-3e= 13f2a5-6049-4cb9-b61f-272170eeb7b4-000000/Eg0IWbIYgNyD8VxMZ0EUCYoQSKcWQ0sQz= L57YxXmVU8=3D452">
<span>
<strong>Google Says Criminal Hacker=
s Used AI to Find a Major Software Flaw (6 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
A criminal hacking group recently attem= pted to launch a widespread cyberattack using a previously unknown bug in a=
popular open-source web-based system administration tool. There is strong = evidence that the actor likely leveraged an AI model to support the discove=
ry and weaponization of the vulnerability. The software maker was notified = quickly enough to allow for a patch before the attack could do damage. This=
is the first known example of a zero-day bug being put to malicious use by=
hackers enabled chiefly by AI.
</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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<h1><strong>Programming, Design & Data Science</strong></h1>
</div>
</div>
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<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">
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<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source=3Dtldr%26utm_medium= =3Dnewsletter%26utm_campaign=3Dsecondary05122026/1/0100019e1bb6805f-3e13f2a= 5-6049-4cb9-b61f-272170eeb7b4-000000/g60vwR2xMV7y0lFHcXRZefPnL9Kd7F315qqmjT= lCS0I=3D452">
<span>
<strong>Reach 7 million engaged tec=
h professionals (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Social ads get ignored. TLDR gets read.= <p></p><p>Reach developers, PMs, DevOps, cybersecurity, and other tech lead= ers where they actually pay attention.</p><p><a href=3D"
https://tracking.tl= drnewsletter.com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source=3Dtldr= %26utm_medium=3Dnewsletter%26utm_campaign=3Dsecondary05122026/2/0100019e1bb= 6805f-3e13f2a5-6049-4cb9-b61f-272170eeb7b4-000000/duxfpPtYyX7DI7LF6ClxhLfeX= m--B7ZQ6urDysOeoJ8=3D452" rel=3D"noopener noreferrer nofollow" target=3D"_b= lank"><span>Learn more about sponsorship opportunities.</span></a>
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<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Faws.amazon.com%2Fblogs%2Fmachine-learning%2Fintroducing= -claude-platform-on-aws-anthropics-native-platform-through-your-aws-account= %2F%3Futm_source=3Dtldrnewsletter/1/0100019e1bb6805f-3e13f2a5-6049-4cb9-b61= f-272170eeb7b4-000000/dS7Zxe_YwgYUAo-P9jxY_Ux-ASyu_R5lMQVzqzD50WM=3D452">
<span>
<strong>Introducing Claude Platform=
on AWS: Anthropic's native platform, through your AWS account (9 minute re= ad)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Claude Platform is now generally availa= ble on AWS. The new service gives customers direct access to Anthropic's na= tive Claude Platform experience through an AWS account. It allows users to = work on the same APIs, features, and console experience available through A= nthropic directly, but on AWS. Claude Platform on AWS is operated by Anthro= pic, and the underlying requests and data are processed outside the AWS sec= urity boundary.
</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%2Fsocket.dev%2Fblog%2Ftanstack-npm-packages-compromised-m= ini-shai-hulud-supply-chain-attack%3Futm_source=3Dtldrnewsletter/1/0100019e= 1bb6805f-3e13f2a5-6049-4cb9-b61f-272170eeb7b4-000000/LNTlBUXZzZYsJORwBtbyeY= LPpIwejVj6pzXwtKQ4wLA=3D452">
<span>
<strong>TanStack npm Packages Compr= omised in Ongoing Mini Shai-Hulud Supply-Chain Attack (12 minute read)</str=
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
84 TanStack npm packages have been comp= romised in an ongoing supply-chain attack. Several of these packages have o= ver 12 million weekly downloads, making the compromise especially significa=
nt from a software supply-chain perspective. TanStack has deprecated the af= fected versions, engaged npm security to pull the malicious tarballs, purge=
d GitHub Actions cache entries, and merged hardening changes to restructure=
the affected workflow, add repository-owner guards, and pin third-party ac= tion references. A list of recommended actions for affected systems is avai= lable in the article.
</span>
</span>
</div>
</td></tr></tbody></table>
</td></tr></tbody></table>
<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =8E=81</span></div></div>
</td></tr></tbody></table>
<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><strong><h1>Miscellaneous</h1></strong><= /div>
</div>
</td></tr></tbody></table>
<table bgcolor=3D"" style=3D"table-layout: fixed; width: 100%;" width=3D"10= 0%"><tbody><tr><td style=3D"padding:0;border-collapse:collapse;border-spaci= ng:0;margin:0;" valign=3D"top">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fstratechery.com%2F2026%2Fthe-inference-shift%2F%3Futm_s= ource=3Dtldrnewsletter/1/0100019e1bb6805f-3e13f2a5-6049-4cb9-b61f-272170eeb= 7b4-000000/h4SGFaTVUOygzUhXnyYaq2UiuF9gB0VwFBcg57SO464=3D452">
<span>
<strong>The Inference Shift (14 min= ute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The most important aspect for agentic i= nference is memory. Agents need context, state, and history, which requires=
a memory hierarchy wrapped around a model. This implies a necessary trade-= off of speed for capacity, but agentic tasks don't really need to be that f= ast if a human isn't involved.
</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%2Fcolossus.com%2Farticle%2Fscott-wu-tapes-cognition%2F%3F= utm_source=3Dtldrnewsletter/1/0100019e1bb6805f-3e13f2a5-6049-4cb9-b61f-2721= 70eeb7b4-000000/j3OttQ66p_H4f762yT4P1lJ3BcjRgoe2_PQNRYFkxVo=3D452">
<span>
<strong>The Wu Tapes (65 minute rea= d)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Scott Wu is the founder and CEO of Cogn= ition, an AI agent coding lab and one of the fastest-growing companies of a=
ny kind in history. He is also known for his math prowess: Wu is the greate=
st American gold-medalist of all time at the International Olympiad in Info= rmatics. His career began when he was just in second grade, when he compete=
d in a middle-school math competition at just seven years old. This article=
contains an interview with Wu where he discusses his early childhood and l= ife, AI, Cognition, humanity, his fears, and more.
</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;">=E2=9A= =A1</span></div></div>
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<h1><strong>Quick Links</strong></h1>
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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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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flightfield.app%2Fblog%2Fintroducing-skills%3Futm_source= =3Dnewsletter%26utm_medium=3Dpaid%26utm_campaign=3Dtldr%26utm_content=3Dqui= cklinks_5-12-2026/1/0100019e1bb6805f-3e13f2a5-6049-4cb9-b61f-272170eeb7b4-0= 00000/e7L0PCFPgc4LzqbP7E25YvP6KqmICPMc4FJcPzTY7lo=3D452">
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<strong>Lightfield Skills: Program = your CRM in plain English (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Ditch the spaghetti workflows. Trigger = account research, deal scoring, pipeline forecasting and more with a single=
sentence. Get <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F= %2Flightfield.app%2Fblog%2Fintroducing-skills%3Futm_source=3Dnewsletter%26u= tm_medium=3Dpaid%26utm_campaign=3Dtldr%26utm_content=3Dquicklinks_5-12-2026= /2/0100019e1bb6805f-3e13f2a5-6049-4cb9-b61f-272170eeb7b4-000000/-2VblNwJyql= H-NaWFsotyC1Pfci6xPrPMbj_yqOGquM=3D452" rel=3D"noopener noreferrer nofollow=
" target=3D"_blank"><span>3 months free</span></a> with code <strong>TLDRTQ= L33</strong>
</span>
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<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.theregister.com%2Fdevops%2F2026%2F05%2F12%2Fgitlab-= promises-a-different-kind-of-layoff-as-biz-pivots-toward-ai%2F5238422%3Futm= _source=3Dtldrnewsletter/1/0100019e1bb6805f-3e13f2a5-6049-4cb9-b61f-272170e= eb7b4-000000/1OgEzpDniTn_fp84XqppLj8HrQWgna1vgwbS2HrDQpg=3D452">
<span>
<strong>GitLab promises a different=
kind of layoff as biz pivots toward AI (5 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
GitLab plans to reinvest most of the mo= ney it is saving on wages back into its business.
</span>
</span>
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<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fcatboosted.bearblog.dev%2Fthelastcompany%2F%3Futm_sourc= e=3Dtldrnewsletter/1/0100019e1bb6805f-3e13f2a5-6049-4cb9-b61f-272170eeb7b4-= 000000/ns2oQUOZqRJfo1Q-K463sy91xthihU67mfNEtHLJtvQ=3D452">
<span>
<strong>The Last Company (5 minute = read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Future businesses will have to compete = with AI lab-owned firms, where every knowledge-intensive function has been = replaced by AI.
</span>
</span>
</div>
</td></tr></tbody></table>
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<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.michaelnygard.com%2Fblog%2F2026%2F05%2Fai-versus-mi= croservices%2F%3Futm_source=3Dtldrnewsletter/1/0100019e1bb6805f-3e13f2a5-60= 49-4cb9-b61f-272170eeb7b4-000000/7T0sTu8L_70IxQflG04KFn01hVNYmdbokcWEZ8wLwF= Y=3D452">
<span>
<strong>AI Versus Microservices (12=
minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Every technology shift changes the domi= nant architecture, and often the languages and platforms, that are employed=
.
</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%2Fairbyte.com%2F%3Futm_source=3DNewsletter%26utm_medium= =3DReferral%26utm_campaign=3DTLDR/1/0100019e1bb6805f-3e13f2a5-6049-4cb9-b61= f-272170eeb7b4-000000/0k5Lrix-P4Mn5tDQmvJ7GdlNmwNYE_jfeXsG4R1zIok=3D452">
<span>
<strong>Airbyte Agents reduce your = agent's token usage by 80% (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Airbyte Context Store pre-indexes busin= ess data so agents query one unified layer instead of chaining API calls. 4=
0% fewer tool calls. Available via MCP or SDK. <a href=3D"
https://tracking.= tldrnewsletter.com/CL0/https:%2F%2Fairbyte.com%2Fblog%2Fairbyte-agents%3Fut= m_source=3DNewsletter%26utm_medium=3DReferral%26utm_campaign=3DTLDR/1/01000= 19e1bb6805f-3e13f2a5-6049-4cb9-b61f-272170eeb7b4-000000/swpheEniz3mHasn5S2i= 0UqUgkr89nfhhhrKj1mF58Tc=3D452" rel=3D"noopener noreferrer nofollow" target= =3D"_blank"><span>Check now!</span></a>
</span>
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<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fdaniel.haxx.se%2Fblog%2F2026%2F05%2F11%2Fmythos-finds-a= -curl-vulnerability%2F%3Futm_source=3Dtldrnewsletter/1/0100019e1bb6805f-3e1= 3f2a5-6049-4cb9-b61f-272170eeb7b4-000000/JPHRwcINzrD0FUwU1GQy0rXTDeN8wbwGvZ= sxNtrsMYY=3D452">
<span>
<strong>Mythos finds a curl vulnera= bility (12 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
While Mythos can discover vulnerabiliti= es, it does not seem to perform any better than other already existing and = readily available tools.
</span>
</span>
</div>
</td></tr></tbody></table>
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<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fahelwer.ca%2Fpost%2F2026-05-08-builtin-u2f%2F%3Futm_sou= rce=3Dtldrnewsletter/1/0100019e1bb6805f-3e13f2a5-6049-4cb9-b61f-272170eeb7b= 4-000000/4Lvgpyakg4XvXrPpfoxIq9ngOhFN2Q5a8CLyPU2HVv0=3D452">
<span>
<strong>Laptops all have built-in s= ecurity tokens these days (10 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
This post talks about how to configure =
a laptop's secure element to be used as a security token.
</span>
</span>
</div>
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<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Farstechnica.com%2Fgadgets%2F2026%2F05%2Fios-macos-and-i= pados-26-5-updates-arrive-with-encrypted-rcs-messaging-and-more%2F%3Futm_so= urce=3Dtldrnewsletter/1/0100019e1bb6805f-3e13f2a5-6049-4cb9-b61f-272170eeb7= b4-000000/ANioyYu3r-mPmWrYDue0YTOqbMqG4wzmhpFGV199T54=3D452">
<span>
<strong>iOS, macOS, and iPadOS 26.5=
updates arrive with encrypted RCS messaging and more (3 minute read)</stro=
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Other additions in the 26.5 releases ar=
e new Pride-themed wallpapers and some of the initial work needed to suppor=
t ads in the Apple Maps app.
</span>
</span>
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