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SpaceXAI's Grok Bot is designed to act like a team of AI agents
capable o=
f handling a wide range of professional work. The agent can
sign
into=
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Sign Up [1] |Advertise [2]|View Online [3]=20
=09=09TLDR=
=20
=09=09TOGETHER WITH [Enterpret] [4]
TLDR 2026-08-12
AI-FI=
RST ISN'T ENOUGH: A FIRESIDE WITH MARTY CAGAN & ENTERPRET
(SPONSOR) [4] =
Every leadership team has declared they're now AI-first. Few have
=
truly changed their operating model.
Enterpret is hosting Marty Cagan =
[5], founder of the Silicon Valley
Product Group (SVPG), and Jack Divita,=
Enterpret's Head of Customer
Success, for a candid take [6] on what real=
transformation takes when
AI makes building cheap:
=09* Where to s=
tart if you've "gone AI-first" and suspect nothing's
actually changed.
=
=09* How customer understanding becomes the true superpower when
everyon=
e can build at AI speed.
=09* Why a product-only view of your users is a=
structural weakness.
ATTEND THE LIVE WEBINAR ON AUGUST 27TH (THURSDAY=
) [7]
=F0=9F=93=B1=20
BIG TECH & STARTUPS
SPACEXAI UNVEILS GR=
OK BOT TO WORK LIKE A TEAM OF AI AGENTS (2 MINUTE
READ) [8]=20
SpaceX=
AI's Grok Bot is designed to act like a team of AI agents
capable of hand=
ling a wide range of professional work. The agent can
sign into various a=
pps and websites, retain information from prior
tasks, and share details =
and context with other agents. SpaceXAI has
been using the product intern=
ally across its engineering, growth, and
marketing teams. It has helped i=
ts sales team find new accounts and
draft emails and aided its finance te=
am by pulling receipts from
emails.=20
GEMINI BECOMES GOOGLE'S FASTES=
T-GROWING PRODUCT EVER AS IT HITS 1B
USERS (5 MINUTE READ) [9]=20
Gem=
ini has reached 1 billion monthly active users (MAU). It is the
fastest G=
oogle product to have managed that feat. Gemini is now in
virtually every=
Google product and service and is core to Google's
flagship search exper=
ience. The 1 billion MAU metric only refers to
users who have opened the =
Gemini app or visited the Gemini web
interface.=20
=F0=9F=9A=80=20
=
SCIENCE & FUTURISTIC TECHNOLOGY
AI IS FINDING SPERM WHERE DOCTORS COU=
LDN'T (2 MINUTE READ) [10]=20
Scientists from Columbia have created a s=
ystem that uses AI to locate
difficult-to-find sperm. Men with extraordin=
arily low sperm counts
often still have several hidden sperm present. Ana=
lyzing samples under
a microscope with the human eye often misses these i=
ndividual sperm
cells. The Sperm Tracking and Recovery system may bring h=
ope to the
10% of infertile men affected by azoospermia.=20
INDIA'S F=
IRST PRIVATE ROCKET REACHED ORBIT =E2=80=94 FROM A COMPANY THAT
EXISTED B=
EFORE THE LAW DID (11 MINUTE READ) [11]=20
Skyroot's Vikram-1 became th=
e first privately built Indian rocket to
reach orbit on July 18. It reach=
ed success on the first attempt and
delivered a payload to about 450 km. =
India has no space statute, and
its entire private space industry runs on=
executive policy. Skyroot is
targeting roughly one rocket launch a month=
from 2027.=20
=F0=9F=92=BB=20
PROGRAMMING, DESIGN & DATA SCIENCE
=
WORKOS PIPES: MORE CONTEXT MAKES FOR SMARTER PRODUCTS (SPONSOR) [12] =
Users expect apps and agents to reach the tools they already work in=
,
but every integration is weeks of OAuth plumbing and a token lifecycle=
you maintain forever. Pipes gives you pre-built connectors for 200+
pr=
oviders [12], and a fresh token on every call.=20
EVERYTHING HACKABLE W=
ILL GET HACKED (6 MINUTE READ) [13]=20
AI models have become much more =
capable of performing cybersecurity
work over the past year. Defenders ha=
ve an advantage right now because
they can use stronger models, but the g=
ap between open-weight models
and closed models will soon close. Everyone=
can start improving their
defensive posture with currently available fro=
ntier models.
Continuously improving how you find and fix vulnerabilities=
should be
a top priority, and the practice should continue as models imp=
rove.=20
SOFTWARE ENGINEERING AT A PROPRIETARY TRADING COMPANY: OPTIVER=
(28
MINUTE READ) [14]=20
Trading companies build bespoke hardware st=
acks and have larger
platform engineering teams than most workplaces. For=
software
engineers, it's a lucrative niche in terms of compensation, ful=
l-stack
work, and engineering challenges. Software engineers tend to know=
little about trading companies. This post covers in depth how
engineer=
ing works in a modern trading business.=20
=F0=9F=8E=81=20
MISCELLANE=
OUS
HIS START-UP'S GOAL: AI THAT IS TRAINABLE AND NOT CONTROLLED BY A=
BIG
COMPANY (2 MINUTE READ) [15]=20
Igor Babuschkin, who founded xAI=
with Elon Musk, left a year ago to
build a new startup, River AI. The st=
artup wants to create a new type
of home computer that allows people to o=
wn and use AI without
oversight from anyone else, including River AI. It =
plans to share its
AI technologies as open source software. Babuschkin en=
visions future
AI systems as trained to benefit individuals rather than c=
entralized
and controlled by one big corporation.=20
ELON MUSK'S NEW =
TEXAS FACTORY WILL BE THE LARGEST BUILDING ON EARTH,
IF ALL GOES ACCORDIN=
G TO PLAN (3 MINUTE READ) [16]=20
Elon Musk's Terafab in Grimes County,=
Texas, is slated to top 100
million square feet. The factory will functi=
on as a joint supply chain
for SpaceX and Tesla. It will combine logic, m=
emory, and advanced
packaging under one roof. Construction is projected t=
o cost $16.8
billion. Eight tax incentive applications have been filed on=
behalf of
the project, asking for tax breaks so the project has a more f=
avorable
after-tax return.=20
=E2=9A=A1=20
QUICK LINKS
AI COD=
E REVIEW THAT FIXES YOUR CODE (SPONSOR) [17]=20
Gitar automatically rev=
iews pull requests, providing AI-powered
feedback on security, bugs, perf=
ormance, edge cases, and code quality.
It automatically analyzes your CI =
pipelines and fixes CI failures on
your PRs. Try Gitar Free [18]=20
C=
OMPRESSION IS PREDICTION (22 MINUTE READ) [19]=20
In compression, entro=
py measures how small we can shrink things, but
in language modeling, it'=
s used to make models better at prediction.=20
NVIDIA'S RISKY BUSINESS =
(22 MINUTE READ) [20]=20
Nvidia's ability to compete through novel fund=
ing mechanisms draws on
things like insurance floats and pension funds an=
d other long-run
liabilities, which means the risk is considerably higher=
.=20
SCALING AN AGENTIC CODING SDK: WHAT CONCURRENCY ACTUALLY COSTS (8=
MINUTE READ) [21]=20
Agent concurrency is a large number of partiall=
y trusted computers
operating at once.=20
REACH 8 MILLION TECH PROFES=
SIONALS READING TLDR (SPONSOR) [22]=20
Sponsoring TLDR puts your brand =
in front of developers, product
managers, marketers, founders, and tech l=
eaders when they're focused
and ready to engage. Every subscriber has alr=
eady opted into tech
coverage, so there's no wasted reach. Learn more [22=
].=20
MAKE EVERYTHING LOOK LIKE A SOFTWARE PROJECT (3 MINUTE READ) [23]=
=20
There's now a strong incentive to make every project look like a
=
software project.=20
ROADMAP DECISIONS RATHER THAN DATES (13 MINUTE REA=
D) [24]=20
Some timeline tradeoffs are constrained by approvals, cross-=
team and
cross-functional handoffs, or missing decisions, but almost none=
should be constrained purely on time.=20
MODULAR 26.5: MOJO 1.0 IS H=
ERE! (6 MINUTE READ) [25]=20
Mojo has grown into a general-purpose lang=
uage with a vibrant
developer community.=20
Love TLDR? Tell your frien=
ds and get rewards!
Share your referral link below with friends to ge=
t free TLDR swag!=20
https://refer.tldr.tech/66662a80/ [26]=20
=09=
=09 Track your referrals here. [27]=20
Want to advertise in TLDR? =
=F0=9F=93=B0
If your company is interested in reaching an audience of=
tech
executives, decision-makers and engineers, you may want to ADVERTIS=
E
WITH US [28].=20
Want to work at TLDR? =F0=9F=92=BC
APPLY HERE=
[29], CREATE YOUR OWN ROLE [30] or send a friend's resume
to jobs@tldr.t=
ech and get $1k if we hire them! TLDR is one of INC.'S
BEST BOOTSTRAPPED =
BUSINESSES [31] of 2025.=20
If you have any comments or feedback, just =
respond to this email!=20
Thanks for reading,=20
Dan Ni [32] & Stephen F=
landers [33]=20
Manage your subscriptions [34] to our other newsletters=
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[4] https:= //www.enterpret.com/webinar-jack-marty?utm_campaign=3D2026-08_Primary_Enter= pret&utm_content=3Dheader_ai_first_isnt_enough&utm_medium=3Dnewsletter&utm_= source=3Dtldr
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[9]
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[10]
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">SpaceXAI&#= 039;s Grok Bot is designed to act like a team of AI agents capable of handl= ing a wide range of professional work. The agent can sign into =E2=80= =8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80= =8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80= =8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80= =8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80= =8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80= =8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C </div>
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<a href=3D"
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e !important; height: 100%;" alt=3D"Enterpret"></a></td></tr></tbody></tabl=
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<div style=3D"text-align: center;">
<h1><strong>TLDR <span id=3D"date">2026-08-12</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%2Fwww.enterpret.com%2Fwebinar-jack-marty%3Futm_campaign= =3D2026-08_Primary_Enterpret%26utm_content=3Dheader_ai_first_isnt_enough%26= utm_medium=3Dnewsletter%26utm_source=3Dtldr/2/0100019ff588fc1d-6b13f6d8-e10= 8-4e01-a62a-11ee6c8a4ee4-000000/D4AE37wGgZDglXuxVIPZpWxqHpnrnqXIAW77EGnS_xU= =3D452">
<span>
<strong>AI-first isn't enough: a fi= reside with Marty Cagan & Enterpret (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Every leadership team has declared they= 're now AI-first. Few have truly changed their operating model.<p></p><p><a=
href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.enterpret.= com%2Fwebinar-jack-marty%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26ut= m_campaign=3D2026-08_Primary_Enterpret%26utm_content=3Dcta_attend_live_thur= sday_Body_enterpret_hosting_marty_cagan/1/0100019ff588fc1d-6b13f6d8-e108-4e= 01-a62a-11ee6c8a4ee4-000000/BouEmK8c69otIo-TXHydyihkgZuNWjNuVEM-7iHzpvc=3D4= 52" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>Enterpret =
is hosting Marty Cagan</span></a>, founder of the Silicon Valley Product Gr= oup (SVPG), and Jack Divita, Enterpret's Head of Customer Success, for a <a=
href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.enterpret.= com%2Fwebinar-jack-marty%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26ut= m_campaign=3D2026-08_Primary_Enterpret%26utm_content=3Dcta_attend_live_thur= sday_Body_candid/1/0100019ff588fc1d-6b13f6d8-e108-4e01-a62a-11ee6c8a4ee4-00= 0000/fIPvnFsb6GwlID-5iXgTYYK1au0Of6_NH6ml5Hb4Pm0=3D452" rel=3D"noopener nor= eferrer nofollow" target=3D"_blank"><span>candid take</span></a> on what re=
al transformation takes when AI makes building cheap:</p>
<li>Where to start if you've "gone AI-first" and suspect nothing's actually=
changed.</li>
<li>How customer understanding becomes the true superpower when everyone ca=
n build at AI speed.</li>
<li>Why a product-only view of your users is a structural weakness.</li>
</ul>
<p><a class=3D"underline underline underline-offset-2 decoration-1 decorati= on-current/40 hover:decoration-current focus:decoration-current" href=3D"ht= tps://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.enterpret.com%2Fwebin= ar-jack-marty%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign= =3D2026-08_Primary_Enterpret%26utm_content=3Dcta_attend_live_thursday_cta_a= ttend_live_webinar/1/0100019ff588fc1d-6b13f6d8-e108-4e01-a62a-11ee6c8a4ee4-= 000000/GQztGOJM1SNiD40eIrVwkEhnWU8Bq07GuzXTCpA-6Rk=3D452" rel=3D"noopener n= oreferrer nofollow" target=3D"_blank"><span><strong>Attend the live webinar=
on August 27th (Thursday)</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>
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<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%2FkSAlCr/1/0100019ff588fc1d-6b= 13f6d8-e108-4e01-a62a-11ee6c8a4ee4-000000/gE8wy2JemlqMRHZnB5g4rqe79k6xr8arp= zzxYFgeGGo=3D452">
<span>
<strong>SpaceXAI Unveils Grok Bot t=
o Work Like a Team of AI Agents (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
SpaceXAI's Grok Bot is designed to act = like a team of AI agents capable of handling a wide range of professional w= ork. The agent can sign into various apps and websites, retain information = from prior tasks, and share details and context with other agents. SpaceXAI=
has been using the product internally across its engineering, growth, and = marketing teams. It has helped its sales team find new accounts and draft e= mails and aided its finance team by pulling receipts from emails.
</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%2Fai%2F2026%2F08%2Fgoogle-says-gemini-h= as-reached-1b-users-faster-than-any-other-google-product%2F%3Futm_source=3D= tldrnewsletter/1/0100019ff588fc1d-6b13f6d8-e108-4e01-a62a-11ee6c8a4ee4-0000= 00/3AIpr-gVuhYkjKt3k4XPwTTuIAHZf645tDxxRO-KmR0=3D452">
<span>
<strong>Gemini becomes Google's fas= test-growing product ever as it hits 1B users (5 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Gemini has reached 1 billion monthly ac= tive users (MAU). It is the fastest Google product to have managed that fea=
t. Gemini is now in virtually every Google product and service and is core =
to Google's flagship search experience. The 1 billion MAU metric only refer=
s to users who have opened the Gemini app or visited the Gemini web interfa= ce.
</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%2Flinks.tldrnewsletter.com%2FxHEUxd/1/0100019ff588fc1d-6b= 13f6d8-e108-4e01-a62a-11ee6c8a4ee4-000000/pogBmYEgy9bp82daw-EIpqq_IiJGza8cD= Ql-2A2NMZ8=3D452">
<span>
<strong>AI Is Finding Sperm Where D= octors Couldn't (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Scientists from Columbia have created a=
system that uses AI to locate difficult-to-find sperm. Men with extraordin= arily low sperm counts often still have several hidden sperm present. Analy= zing samples under a microscope with the human eye often misses these indiv= idual sperm cells. The Sperm Tracking and Recovery system may bring hope to=
the 10% of infertile men affected by azoospermia.
</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%2Fliftoffasia.com%2Fposts%2Fvikram-india-private-rocket%2= F%3Futm_source=3Dtldrnewsletter/1/0100019ff588fc1d-6b13f6d8-e108-4e01-a62a-= 11ee6c8a4ee4-000000/WQEvrn9SafH-v1RLl1NpQdhzsgkmOep1b5x6RnnNnqg=3D452">
<span>
<strong>India's first private rocke=
t reached orbit =E2=80=94 from a company that existed before the law did (1=
1 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Skyroot's Vikram-1 became the first pri= vately built Indian rocket to reach orbit on July 18. It reached success on=
the first attempt and delivered a payload to about 450 km. India has no sp= ace statute, and its entire private space industry runs on executive policy=
. Skyroot is targeting roughly one rocket launch a month from 2027.
</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= =92=BB</span></div></div>
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<div class=3D"text-block">
<div style=3D"text-align: center;">
<h1><strong>Programming, Design & Data Science</strong></h1>
</div>
</div>
</td></tr></tbody></table>
<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fworkos.com%2Fpipes%3Futm_source=3Dtldr%26utm_medium=3Dn= ewsletter%26utm_campaign=3Dq32026/1/0100019ff588fc1d-6b13f6d8-e108-4e01-a62= a-11ee6c8a4ee4-000000/JAOENaFBScdr5smvcHcAplczSYFCZAKaOvUN1DByi2A=3D452">
<span>
<strong>WorkOS Pipes: More context = makes for smarter products (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Users expect apps and agents to reach t=
he tools they already work in, but every integration is weeks of OAuth plum= bing and a token lifecycle you maintain forever. Pipes gives you <a class= =3D"in-cell-link" href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F= %2Fworkos.com%2Fpipes%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_c= ampaign=3Dq32026/2/0100019ff588fc1d-6b13f6d8-e108-4e01-a62a-11ee6c8a4ee4-00= 0000/fPMLHcu1ocB_8ZhPQiTQ2-pvvmqI89RTGj0wmuX4SlA=3D452" rel=3D"noopener nor= eferrer nofollow" target=3D"_blank"><span>pre-built connectors for 200+ pro= viders</span></a>, and a fresh token on every call.
</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%2Fvercel.com%2Fblog%2Feverything-hackable-will-get-hacked= %3Futm_source=3Dtldrnewsletter/1/0100019ff588fc1d-6b13f6d8-e108-4e01-a62a-1= 1ee6c8a4ee4-000000/_TZBCM6T4Cn8Ogiv7mijddfTb6SlZUXNKVKbl8nINGM=3D452">
<span>
<strong>Everything hackable will ge=
t hacked (6 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
AI models have become much more capable=
of performing cybersecurity work over the past year. Defenders have an adv= antage right now because they can use stronger models, but the gap between = open-weight models and closed models will soon close. Everyone can start im= proving their defensive posture with currently available frontier models. C= ontinuously improving how you find and fix vulnerabilities should be a top = priority, and the practice should continue as models improve.
</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%2Fnewsletter.pragmaticengineer.com%2Fp%2Foptiver%3Futm_so= urce=3Dtldrnewsletter/1/0100019ff588fc1d-6b13f6d8-e108-4e01-a62a-11ee6c8a4e= e4-000000/j8ohtWaFH-QBXcLjszpdsPoGFW5ACtXI2ohjrfUZkRM=3D452">
<span>
<strong>Software engineering at a p= roprietary trading company: Optiver (28 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Trading companies build bespoke hardwar=
e stacks and have larger platform engineering teams than most workplaces. F=
or software engineers, it's a lucrative niche in terms of compensation, ful= l-stack work, and engineering challenges. Software engineers tend to know l= ittle about trading companies. This post covers in depth how engineering wo= rks in a modern trading business.
</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= =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>
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<strong>His Start-Up's Goal: AI Tha=
t Is Trainable and Not Controlled by a Big Company (2 minute read)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Igor Babuschkin, who founded xAI with E= lon Musk, left a year ago to build a new startup, River AI. The startup wan=
ts to create a new type of home computer that allows people to own and use =
AI without oversight from anyone else, including River AI. It plans to shar=
e its AI technologies as open source software. Babuschkin envisions future =
AI systems as trained to benefit individuals rather than centralized and co= ntrolled by one big corporation.
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Elon Musk's Terafab in Grimes County, T= exas, is slated to top 100 million square feet. The factory will function a=
s a joint supply chain for SpaceX and Tesla. It will combine logic, memory,=
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the project, asking for tax breaks so the project has a more favorable aft= er-tax return.
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<strong>Compression is prediction (=
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In compression, entropy measures how sm= all we can shrink things, but in language modeling, it's used to make model=
s better at prediction.
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minute read)</strong>
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Agent concurrency is a large number of = partially trusted computers operating at once.
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There's now a strong incentive to make = every project look like a software project.
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an dates (13 minute read)</strong>
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Some timeline tradeoffs are constrained=
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<strong>Modular 26.5: Mojo 1.0 is h= ere! (6 minute read)</strong>
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Mojo has grown into a general-purpose l= anguage with a vibrant developer community.
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