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OpenAI's 'do everything at once' strategy has put the company on the
defe=
nsive. Its top executives are finalizing plans for a major
strategy
shi=
ft=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 [Google Cloud] [4]

TLDR 2026-03-1=
7

GOOGLE CLOUD X NVIDIA: ENGINEERING THE FUTURE OF AI (SPONSOR) [4] =


Attending NVIDIA GTC, virtually or in-person? See what Google x
Nv=
idia have been cooking at these hands-on sessions:

=09* Discover how G=
oogle Cloud's AI Hypercomputer with NVIDIA Blackwell
GPUs helped leaders =
like WPP, General Motors and Schr=C3=B6dinger build
their AI stacks [5].=

=09* Hear from the product leads on the technical capabilities of the=

Google Cloud NVIDIA Blackwell systems [6]
=09* Explore how agents and=
digital humans are redefining customer
interactions at Puma [7]

P.S=
. Don't forget to stop by the Google Cloud booth for some goodies
and to =
hear the latest updates directly from the Google team!

=F0=9F=93=B1 =


BIG TECH & STARTUPS

OPENAI TO CUT BACK ON SIDE PROJECTS IN PUSH=
TO =E2=80=98NAIL' CORE BUSINESS
(5 MINUTE READ) [8]=20

OpenAI's 'do =
everything at once' strategy has put the company on the
defensive. Its to=
p executives are finalizing plans for a major
strategy shift that will re=
focus OpenAI around coding and business
users. The company's leaders are =
actively looking for areas to
deprioritize. OpenAI has taken steps toward=
s an initial public
offering that could open in the fourth quarter of thi=
s year.=20

NVIDIA'S CEO PROJECTS $1 TRILLION IN AI CHIP SALES AS NEW CO=
MPUTING
ERA BEGINS (5 MINUTE READ) [9]=20

Nvidia introduced a huge ar=
ray of new products at its annual GTC
conference on Monday, ushering in n=
ew hardware and software geared
towards running AI models more quickly an=
d efficiently. The company
has been signaling for most of the last year t=
hat it would
increasingly focus on inference computing going forward. Its=

traditional GPUs are not ideal for inference because they consume a
la=
rge amount of energy and don't come with enough attached memory.
Nvidia e=
xpects to sell $1 trillion worth of its Blackwell and Rubin
chips, focuse=
d on inference, by the end of 2027.=20

=F0=9F=9A=80=20

SCIENCE & FUTU=
RISTIC TECHNOLOGY

NVIDIA ANNOUNCES VERA RUBIN SPACE-1 CHIP SYSTEM FOR=
ORBITAL AI DATA
CENTERS (3 MINUTE READ) [10]=20

Nvidia's Vera Rubin =
Space-1 Module is designed for orbital data
centers. Specifically enginee=
red for size-, weight-, and
power-constrained environments, the chips wil=
l be used on space
missions led by multiple companies. There are still en=
gineering
hurdles to overcome in building orbital data centers. For examp=
le, in
space, there's no convection, so Nvidia has to figure out how to c=
ool
the system with just radiation.=20

A FLY HAS BEEN UPLOADED (1 MIN=
UTE READ) [11]=20

The entire neuronal diagram of the fruit-fly brain wa=
s mapped in
2024. Later research showed the map can be used to predict be=
havior.
The brain map has now been uploaded into a digital environment. I=
t's
not a simulation - the fly's 'sensors' are being activated by the
d=
igital environment and the neurons are responding. The digital fly
appear=
s to behave in the digital environment in reasonably fly-like
ways. A vid=
eo that explains the yet-published experiment (with footage
of the digita=
l fly) is available in the article.=20

=F0=9F=92=BB=20

PROGRAMMING, D=
ESIGN & DATA SCIENCE

AI'S NEXT FRONTIER: HARDWARE, ULTRA-LOW-LATENCY =
REASONING, AND
ENERGY-EFFICIENT SCALING (SPONSOR) [12]=20

AI has brok=
en the language barrier. What comes next? See how GOOGLE
CLOUD and NVIDIA=
are transforming robotics in this exclusive session
with Disney, NVIDIA,=
DeepMind and Skild AI [13]; or tune in to a
fireside chat [14] between D=
eepMind Chief Scientist Jeff Dean and
NVIDIA Chief Scientist Bill Dalyon =
the next frontier of AI.=20

HOW STRIPE'S MINIONS SHIP 1,300 PRS A WEEK =
(11 MINUTE READ) [15]=20

Investments in developer productivity can prov=
ide unexpected
dividends when agents are included in the workflow. Stripe=
's Minions
work in isolated environments with hybrid orchestration that m=
ixes
deterministic guardrails with agentic flexibility. Curated context=

needs agents with the right information without overwhelming them, and=

fast feedback loops help to iterate. Each layer is necessary, and none=

alone is sufficient.=20

THE FUTURE OF SOFTWARE ENGINEERING WITH ANTH=
ROPIC (12 MINUTE READ)
[16]=20

Better coding tools produce better mod=
els, which produce better
coding tools. The bottleneck has moved to manag=
ing long-horizon tasks
and deploying agents in regulated settings. The hu=
man role is shifting
to planning, evaluating, and steering. Enterprise ad=
option is gated by
permissioning, sandboxing, and regulatory caution more=
than by model
capability. Slop and convergence are real concerns, and co=
ntext
remains unsolved.=20

=F0=9F=8E=81=20

MISCELLANEOUS

NVID=
IA SOFTWARE AIMS TO BRING OPENCLAW TO THE ENTERPRISE (4 MINUTE
READ) [17]=
=20

Nvidia has unveiled a new software toolkit that helps businesses mo=
re
safely build and run autonomous agents with the OpenClaw platform.
O=
penClaw allows developers to build autonomous agents that can plan
and ex=
ecute tasks on their own using subagents that can tackle
specialized task=
s, access local file systems, and delegate. Nvidia's
NemoClaw is designed=
to help agents run safely in an enterprise
context within contained virt=
ual environments. Nvidia is working with
OpenClaw's creator to make agent=
s more trustworthy, scalable, and
accessible.=20

APPLE'S AIRPODS MAX =
2 BRING H2 CHIP, BOOSTED ANC IN APRIL FOR $549 (3
MINUTE READ) [18]=20
=

Apple's AirPods Max 2 features an updated H2 chip that makes active
n=
oise canceling up to 1.5 times more effective compared to the
original Ai=
rPods Max. It should also make transparency mode more
natural due to a ne=
w digital signal processing algorithm. The H2 chip
also adds support for =
adaptive audio and Conversation Awareness, a
feature that automatically l=
owers the volume when someone starts
talking to you. It also adds support=
for live translation and voice
isolation. The AirPods Max 2 will be avai=
lable for preorder on March
25 for an early April launch for $549.=20

=
=E2=9A=A1=20

QUICK LINKS

TLDR IS HIRING A SENIOR SOFTWARE ENGINEER=
, APPLIED AI ($250K-$350K,
FULLY REMOTE) [19]=20

As the first enginee=
r on TLDR's new Applied AI team, you'll build AI
agents to automate end-t=
o-end workflows and lead our context
engineering project to allow non-tec=
hnical teammates create their own
AI workflows. Learn more [20].=20

N=
VIDIA UNVEILS DETAILS OF NEW 88-CORE VERA CPUS POSITIONED TO COMPETE
WITH=
AMD AND INTEL (9 MINUTE READ) [21]=20

Fueled by a 1.5X increase in IPC=
from its Olympus cores and an
innovative high-bandwidth design, the new =
Vera CPUs claim impressive
50% performance gains over standard CPUs.=20
=

ATLASSIAN SLASHES 10% OF WORKFORCE TO =E2=80=98SELF-FUND' INVESTMENTS I=
N AI
AND ENTERPRISE SALES (2 MINUTE READ) [22]=20

Atlassian is restru=
cturing following a plunge in its stock price
driven by developments in a=
rtificial intelligence.=20

THE QUEST FOR ORAL GLP-1S (22 MINUTE READ) [=
23]=20

GLP-1s are made up of a chain of amino acids chemically bonded=

together, which just looks like food to the body, making it hard to
cr=
eate an oral formulation.=20

WHAT DO AI BASED LAYOFFS SAY ABOUT THEIR A=
BILITY TO SCALE? (2 MINUTE
READ) [24]=20

Companies that aren't seeing=
increases in revenue despite
productivity improvements could be oversize=
d and may need to adjust
revenue multiples accordingly.=20

THE BUSINE=
SS CASE FOR BIOSECURITY REQUIRES ANOTHER PANDEMIC FOR IT TO
WORK (6 MINUT=
E READ) [25]=20

Biosecurity is one of the few areas well-suited to the =
game of
venture capital, but it needs a catalyzing event.=20

WITH DEV=
ELOPER VERIFICATION, GOOGLE'S APPLE ENVY THREATENS TO
DISMANTLE ANDROID'S=
OPEN LEGACY (27 MINUTE READ) [26]=20

Google is rolling out Android dev=
eloper verification in the coming
weeks, requiring app makers outside of =
the Play Store to register with
their real names and pay a fee to Google =
or have their apps blocked
from installation on virtually all Android dev=
ices.=20

Love TLDR? Tell your friends and get rewards!

Share your =
referral link below with friends to get free TLDR swag!=20

https://refe=
r.tldr.tech/66662a80/ [27]=20

=09=09 Track your referrals here. [28]=20
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If your company is interes=
ted in reaching an audience of tech
executives, decision-makers and engin=
eers, you may want to ADVERTISE
WITH US [29].=20

Want to work at TLDR?=
=F0=9F=92=BC

APPLY HERE [30], CREATE YOUR OWN ROLE [31] or send a fr=
iend's resume
to jobs@tldr.tech and get $1k if we hire them! TLDR is one =
of INC.'S
BEST BOOTSTRAPPED BUSINESSES [32] of 2025.=20

If you have a=
ny comments or feedback, just respond to this email!=20

Thanks for readi=
ng,=20
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Manage your subscriptions=
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[4] https://cloud.google.com/blog/products/compute/goog= le-cloud-ai-infrastructure-at-nvidia-gtc-2026
[5] https://www.nvidia.com/=
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[21] ht= tps://www.tomshardware.com/pc-components/gpus/nvidia-unveils-details-of-new= -88-core-vera-cpus-positioned-to-compete-with-amd-and-intel-new-vera-cpu-ra= ck-features-256-liquid-cooled-chips-that-deliver-up-to-a-6x-gain-in-cpu-thr= oughput?utm_source=3Dtldrnewsletter
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[26] https://arstechnica.com/gadgets/2026/= 03/with-developer-verification-googles-apple-envy-threatens-to-dismantle-an= droids-open-legacy/?utm_source=3Dtldrnewsletter
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">OpenAI&#03= 9;s &#039;do everything at once&#039; strategy has put the company on the d= efensive. Its top executives are finalizing plans for a major strategy shif= t&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80= =8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80= =8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80= =8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80= =8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80= =8C&nbsp;=E2=80=8C&nbsp;&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;</div>

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<a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fcloud.google= .com%2Fblog%2Fproducts%2Fcompute%2Fgoogle-cloud-ai-infrastructure-at-nvidia= -gtc-2026/1/0100019cfb52e373-10d85d56-604b-48cb-b892-c169dec3aab6-000000/YX= wnEJKNKexMbjAFYsSq-08b26LeNW9q00enEQsCg_I=3D448"><img src=3D"https://images= .tldr.tech/googlecloud.png" valign=3D"middle" style=3D"vertical-align: midd=
le !important; height: 100%;" alt=3D"Google Cloud"></a></td></tr></tbody></= table>

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<div style=3D"text-align: center;">

<h1><strong>TLDR <span id=3D"date">2026-03-17</span></strong></h1>
</div>
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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%2Fcloud.google.com%2Fblog%2Fproducts%2Fcompute%2Fgoogle-c= loud-ai-infrastructure-at-nvidia-gtc-2026/2/0100019cfb52e373-10d85d56-604b-= 48cb-b892-c169dec3aab6-000000/O9DDL82FqJIaM_-zQxoferBdcqrsVCM8Nojw2OrXsKE= =3D448">
<span>
<strong>Google Cloud x NVIDIA: Engi= neering the Future of AI (Sponsor)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Attending NVIDIA GTC, virtually or in-p= erson? See what Google x Nvidia have been cooking at these hands-on session= s:<p></p><ul><li>Discover how Google Cloud's AI Hypercomputer with NVIDIA B= lackwell GPUs helped leaders like <a href=3D"https://tracking.tldrnewslette= r.com/CL0/https:%2F%2Fwww.nvidia.com%2Fgtc%2Fsession-catalog%2Fsessions%2Fg= tc26-s82244%2F/1/0100019cfb52e373-10d85d56-604b-48cb-b892-c169dec3aab6-0000= 00/v8tzkrl5i2wc3Qp-y2tB1Mq-rMQfKq8CoZEo3Zb8KeQ=3D448" rel=3D"noopener noref= errer nofollow" target=3D"_blank"><span>WPP, General Motors and Schr=C3=B6d= inger build their AI stacks</span></a>.</li>
<li>Hear from the product leads on the technical capabilities of the <a hre= f=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.nvidia.com%2Fg= tc%2Fsession-catalog%2Fsessions%2Fgtc26-s82243%2F/1/0100019cfb52e373-10d85d= 56-604b-48cb-b892-c169dec3aab6-000000/loQV5facrF5MwZjymgkmCQAWYl_HxcnJiRqQ7= H-S87g=3D448" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>= Google Cloud NVIDIA Blackwell systems</span></a></li>
<li>Explore how agents and digital humans are <a href=3D"https://tracking.t= ldrnewsletter.com/CL0/https:%2F%2Fwww.nvidia.com%2Fgtc%2Fsession-catalog%2F= sessions%2Fgtc26-s81726%2F/1/0100019cfb52e373-10d85d56-604b-48cb-b892-c169d= ec3aab6-000000/HTAipQ1glo0YqGox4fM7FQGZ8FXk92FBOQAz83cLYrI=3D448" rel=3D"no= opener noreferrer nofollow" target=3D"_blank"><span>redefining customer int= eractions at Puma</span></a></li>
</ul>

<p>P.S. Don't forget to stop by the Google Cloud booth for some goodies and=
to hear the latest updates directly from the Google team!



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<h1><strong>Big Tech &amp; 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=

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<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FhzHCPJ/1/0100019cfb52e373-10= d85d56-604b-48cb-b892-c169dec3aab6-000000/qwwyXajGHlAAKUCfag1KodOG9asYJM6Ty= ip4ZU-ICyE=3D448">
<span>
<strong>OpenAI to Cut Back on Side = Projects in Push to =E2=80=98Nail' Core Business (5 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
OpenAI's 'do everything at once' strate=
gy has put the company on the defensive. Its top executives are finalizing = plans for a major strategy shift that will refocus OpenAI around coding and=
business users. The company's leaders are actively looking for areas to de= prioritize. OpenAI has taken steps towards an initial public offering that = could open in the fourth quarter of this year.
</span>
</span>
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<strong>Nvidia's CEO Projects $1 Tr= illion in AI Chip Sales as New Computing Era Begins (5 minute read)</strong=

</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Nvidia introduced a huge array of new p= roducts at its annual GTC conference on Monday, ushering in new hardware an=
d software geared towards running AI models more quickly and efficiently. T=
he company has been signaling for most of the last year that it would incre= asingly focus on inference computing going forward. Its traditional GPUs ar=
e not ideal for inference because they consume a large amount of energy and=
don't come with enough attached memory. Nvidia expects to sell $1 trillion=
worth of its Blackwell and Rubin chips, focused on inference, by the end o=
f 2027.
</span>
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<h1><strong>Science &amp; 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">
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<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.cnbc.com%2F2026%2F03%2F16%2Fnvidia-chips-orbital-da= ta-centers-space-ai.html%3Futm_source=3Dtldrnewsletter/1/0100019cfb52e373-1= 0d85d56-604b-48cb-b892-c169dec3aab6-000000/rWU7jAHmYVzqznKJcfvVjgpIYj_9RXbh= C0BNdGV4MXI=3D448">
<span>
<strong>Nvidia announces Vera Rubin=
Space-1 chip system for orbital AI data centers (3 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Nvidia's Vera Rubin Space-1 Module is d= esigned for orbital data centers. Specifically engineered for size-, weight=
-, and power-constrained environments, the chips will be used on space miss= ions led by multiple companies. There are still engineering hurdles to over= come in building orbital data centers. For example, in space, there's no co= nvection, so Nvidia has to figure out how to cool the system with just radi= ation.
</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">
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<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2F5ovlUw/1/0100019cfb52e373-10= d85d56-604b-48cb-b892-c169dec3aab6-000000/Cnj3SP0JZMLNlJ5pilDrz6Y_6-VfB5DkS= s95SKhnJZ4=3D448">
<span>
<strong>A Fly Has Been Uploaded (1 = minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
The entire neuronal diagram of the frui= t-fly brain was mapped in 2024. Later research showed the map can be used t=
o predict behavior. The brain map has now been uploaded into a digital envi= ronment. It's not a simulation - the fly's 'sensors' are being activated by=
the digital environment and the neurons are responding. The digital fly ap= pears to behave in the digital environment in reasonably fly-like ways. A v= ideo that explains the yet-published experiment (with footage of the digita=
l fly) is available in the article.
</span>
</span>
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<h1><strong>Programming, Design &amp; Data Science</strong></h1>
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</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=

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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.nvidia.com%2Fgtc%2Fsession-catalog%2Fsessions%2Fgtc= 26-s82167%2F%3Futm_source=3Dtldrnewsletter/1/0100019cfb52e373-10d85d56-604b= -48cb-b892-c169dec3aab6-000000/7oKNT7C_tKNuESCYbDKjb7z85SNWcY6prGfp4Qjzo4g= =3D448">
<span>
<strong>AI's next frontier: hardwar=
e, ultra-low-latency reasoning, and energy-efficient scaling (Sponsor)</str=

</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
AI has broken the language barrier. Wha=
t comes next? See how <strong>Google Cloud </strong>and<strong> NVIDIA</str=

are transforming robotics in this <a href=3D"https://tracking.tldrnews=

letter.com/CL0/https:%2F%2Fwww.nvidia.com%2Fgtc%2Fsession-catalog%2Fsession= s%2Fgtc26-s81613%2F/1/0100019cfb52e373-10d85d56-604b-48cb-b892-c169dec3aab6= -000000/1dm0VaL2nrtwnXQSUTBmYEBAvoC46KSoDUXcBmfnS_U=3D448" rel=3D"noopener = noreferrer nofollow" target=3D"_blank"><span>exclusive session with Disney,=
NVIDIA, DeepMind and Skild AI</span></a>; or tune in to a <a href=3D"https= ://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.nvidia.com%2Fgtc%2Fsessi= on-catalog%2Fsessions%2Fgtc26-s82167%2F/1/0100019cfb52e373-10d85d56-604b-48= cb-b892-c169dec3aab6-000000/w8fAmyx3mjMJr21xtGoyYI6D14NjxX_BxWPQM1-aYZA=3D4= 48" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>fireside c= hat</span></a> between DeepMind Chief Scientist Jeff Dean and NVIDIA Chief = Scientist Bill Dalyon the next frontier of AI.
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<strong>How Stripe's Minions Ship 1= ,300 PRs a Week (11 minute read)</strong>
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<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Investments in developer productivity c=
an provide unexpected dividends when agents are included in the workflow. S= tripe's Minions work in isolated environments with hybrid orchestration tha=
t mixes deterministic guardrails with agentic flexibility. Curated context = needs agents with the right information without overwhelming them, and fast=
feedback loops help to iterate. Each layer is necessary, and none alone is=
sufficient.
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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.akashbajwa.co%2Fp%2Fthe-future-of-software-engineer= ing%3Futm_source=3Dtldrnewsletter/1/0100019cfb52e373-10d85d56-604b-48cb-b89= 2-c169dec3aab6-000000/CUeNB-otDp2kKnMBrf2rZ7nF3R_liZ8_A7Vh0lvcUig=3D448">
<span>
<strong>The Future Of Software Engi= neering with Anthropic (12 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Better coding tools produce better mode= ls, which produce better coding tools. The bottleneck has moved to managing=
long-horizon tasks and deploying agents in regulated settings. The human r= ole is shifting to planning, evaluating, and steering. Enterprise adoption =
is gated by permissioning, sandboxing, and regulatory caution more than by = model capability. Slop and convergence are real concerns, and context remai=
ns unsolved.
</span>
</span>
</div>
</td></tr></tbody></table>

</td></tr></tbody></table>



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<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =8E=81</span></div></div>
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<div style=3D"text-align: center;"><strong><h1>Miscellaneous</h1></strong><= /div>
</div>
</td></tr></tbody></table>

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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%2FyIbZpO/1/0100019cfb52e373-10= d85d56-604b-48cb-b892-c169dec3aab6-000000/jyBtxO-QrAis3L2C8gRHntzreWyhXfPs_= ytZp-kkWjQ=3D448">
<span>
<strong>Nvidia Software Aims to Bri=
ng OpenClaw to the Enterprise (4 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Nvidia has unveiled a new software tool= kit that helps businesses more safely build and run autonomous agents with = the OpenClaw platform. OpenClaw allows developers to build autonomous agent=
s that can plan and execute tasks on their own using subagents that can tac= kle specialized tasks, access local file systems, and delegate. Nvidia's Ne= moClaw is designed to help agents run safely in an enterprise context withi=
n contained virtual environments. Nvidia is working with OpenClaw's creator=
to make agents more trustworthy, scalable, and accessible.
</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%2Farstechnica.com%2Fgadgets%2F2026%2F03%2Fapples-airpods-= max-2-release-with-h2-chip-boosted-anc-in-april-for-549%2F%3Futm_source=3Dt= ldrnewsletter/1/0100019cfb52e373-10d85d56-604b-48cb-b892-c169dec3aab6-00000= 0/RW_UILSEfQoocKbiG-thkuCQsId2_Zg7fYIJzCQzx1k=3D448">
<span>
<strong>Apple's AirPods Max 2 bring=
H2 chip, boosted ANC in April for $549 (3 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Apple's AirPods Max 2 features an updat=
ed H2 chip that makes active noise canceling up to 1.5 times more effective=
compared to the original AirPods Max. It should also make transparency mod=
e more natural due to a new digital signal processing algorithm. The H2 chi=
p also adds support for adaptive audio and Conversation Awareness, a featur=
e that automatically lowers the volume when someone starts talking to you. =
It also adds support for live translation and voice isolation. The AirPods = Max 2 will be available for preorder on March 25 for an early April launch = for $549.
</span>
</span>
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<h1><strong>Quick Links</strong></h1>
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<span>
<strong>TLDR is hiring a Senior Sof= tware Engineer, Applied AI ($250k-$350k, Fully Remote)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
As the first engineer on TLDR's new App= lied AI team, you'll build AI agents to automate end-to-end workflows and l= ead our context engineering project to allow non-technical teammates create=
their own AI workflows. <a href=3D"https://tracking.tldrnewsletter.com/CL0= /https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech%2F3b21aaf8-dea5-4127-be71-602d30e= 5001e/1/0100019cfb52e373-10d85d56-604b-48cb-b892-c169dec3aab6-000000/YJq96G= EH2HygrcuwrbxGKaqHWvKQ-7CrwhrolzIYsYs=3D448" rel=3D"noopener noreferrer" ta= rget=3D"_blank"><span>Learn more</span></a>.
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<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.tomshardware.com%2Fpc-components%2Fgpus%2Fnvidia-un= veils-details-of-new-88-core-vera-cpus-positioned-to-compete-with-amd-and-i= ntel-new-vera-cpu-rack-features-256-liquid-cooled-chips-that-deliver-up-to-= a-6x-gain-in-cpu-throughput%3Futm_source=3Dtldrnewsletter/1/0100019cfb52e37= 3-10d85d56-604b-48cb-b892-c169dec3aab6-000000/6-uAUnzjilWVuFuIMu4eTUkEp4kxR= lrbNPiUU0Cx4R4=3D448">
<span>
<strong>Nvidia unveils details of n=
ew 88-core Vera CPUs positioned to compete with AMD and Intel (9 minute rea= d)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Fueled by a 1.5X increase in IPC from i=
ts Olympus cores and an innovative high-bandwidth design, the new Vera CPUs=
claim impressive 50% performance gains over standard CPUs.
</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.cnbc.com%2F2026%2F03%2F11%2Fatlassian-slashes-10per= cent-of-workforce-to-self-fund-investments-in-ai.html%3Futm_source=3Dtldrne= wsletter/1/0100019cfb52e373-10d85d56-604b-48cb-b892-c169dec3aab6-000000/W9k= XLRzhAJJPXcqgnKIrzbuZ6mNlJ181i8WuCXJKoCQ=3D448">
<span>
<strong>Atlassian slashes 10% of wo= rkforce to =E2=80=98self-fund' investments in AI and enterprise sales (2 mi= nute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Atlassian is restructuring following a = plunge in its stock price driven by developments in artificial intelligence=
.
</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.asimov.press%2Fp%2Foral-glp1s%3Futm_source=3Dtldrne= wsletter/1/0100019cfb52e373-10d85d56-604b-48cb-b892-c169dec3aab6-000000/T24= 0qvHZaI3YhSeyNNaUyOSO80946wvrC48Km9TKo9Q=3D448">
<span>
<strong>The Quest for Oral GLP-1s (=
22 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
GLP-1s are made up of a chain of amino = acids chemically bonded together, which just looks like food to the body, m= aking it hard to create an oral formulation.
</span>
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<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.elliotcsmith.com%2Fwhat-do-ai-based-layoffs-say-abo= ut-tam%2F%3Futm_source=3Dtldrnewsletter/1/0100019cfb52e373-10d85d56-604b-48= cb-b892-c169dec3aab6-000000/7WtPH4UQ2rEmbwa4cq33Qb3dyUFQMdFV4AS5k3Kkt58=3D4=

<span>
<strong>What do AI based layoffs sa=
y about their ability to scale? (2 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Companies that aren't seeing increases =
in revenue despite productivity improvements could be oversized and may nee=
d to adjust revenue multiples accordingly.
</span>
</span>
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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.owlposting.com%2Fp%2Freasons-to-be-pessimistic-and-= optimistic%3Fopen=3Dfalse%23%25C2%25A7the-business-case-for-biosecurity-req= uires-another-pandemic-for-it-to-work%26utm_source=3Dtldrnewsletter/1/01000= 19cfb52e373-10d85d56-604b-48cb-b892-c169dec3aab6-000000/nL3lDJtqlIDlcUgMbQ-= BauVmXbhO3MQDQzFwGt0FeUY=3D448">
<span>
<strong>The business case for biose= curity requires another pandemic for it to work (6 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Biosecurity is one of the few areas wel= l-suited to the game of venture capital, but it needs a catalyzing event.
</span>
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<span>
<strong>With developer verification=
, Google's Apple envy threatens to dismantle Android's open legacy (27 minu=
te read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Google is rolling out Android developer=
verification in the coming weeks, requiring app makers outside of the Play=
Store to register with their real names and pay a fee to Google or have th= eir apps blocked from installation on virtually all Android devices.
</span>
</span>
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