--HIpir0CL
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Anthropic has confirmed that it has a wet biology lab in the Bay Area
whe=
re it uses AI models to run physical
experiments=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
TLDR 2026-09-2=
1
=F0=9F=93=B1=20
BIG TECH & STARTUPS
APPLE'S =E2=80=98PERSON=
AL HUB' AI STRATEGY HINTS AT UPCOMING HOME DEVICE
(12 MINUTE READ) [4] =
Apple is set to introduce a smart home screen as early as next month=
.
The display will serve as a hub for the home, bringing together
conne=
cted-device controls, video calls, intercom capabilities, media,
and acce=
ss to Apple services and apps. It will feature a new operating
system bui=
lt around Siri AI. The device is currently being tested
widely in employe=
es' homes.=20
ANTHROPIC IS OPERATING A LAB THAT CONDUCTS BIOLOGY EXPERI=
MENTS (3
MINUTE READ) [5]=20
Anthropic has confirmed that it has a we=
t biology lab in the Bay Area
where it uses AI models to run physical exp=
eriments. The lab's main
focus is on fundamental biology rather than drug=
discovery. Anthropic
is working on some research in the lab with externa=
l partners. The
company has launched a Life Sciences Verification program=
to give
vetted bio researchers access to its most powerful models.=20
=
=F0=9F=9A=80=20
SCIENCE & FUTURISTIC TECHNOLOGY
MUSK'S BORING C=
O. WORKING ON TUNNEL TO LINK AUSTIN AND SAN ANTONIO (2
MINUTE READ) [6] =
Elon Musk's Boring Co. venture is working on a tunnel project in
T=
exas to connect Austin and San Antonio. It has also raised $3 billion
to =
support the development of underground transportation
infrastructure acro=
ss the United Arab Emirates. The company is
building tunnels in Bastrop, =
Texas, to link Musk-owned properties and
allow the employees of his compa=
nies to travel between them.=20
CHINA UNVEILS HL-4 TOKAMAK AS WORLD'S F=
IRST HTS STEADY-STATE
=E2=80=98BURNING' FUSION FACILITY (4 MINUTE READ) [=
7]=20
China's HL-4 tokamak is designed to achieve steady-state burning=
operation. It is aiming to become the world's first high-temperature
s=
uperconducting, high-field steady-state burning experimental
platform. Th=
e project's goal is to verify the reliability of
high-temperature superco=
nducting magnets under complex fusion
conditions. Once the core scientifi=
c and engineering questions are
validated, the program will construct a d=
emonstration reactor to prove
the technology commercially.=20
=
=F0=9F=92=BB=20
PROGRAMMING, DESIGN & DATA SCIENCE
TOMORROW: JOIN =
ATLASSIAN & VERCEL'S CEO + INDUSTRY LEADERS FOR STATE
OF AI SDLC (SPONSOR=
) [8]=20
Join Mike Cannon-Brookes (CEO & Co-Founder, Atlassian), Guille=
rmo
Rauch (CEO, Vercel), and leaders from Lovable, Dropbox, and more at=
State of AI SDLC, a digital summit for engineering and product
leaders=
. Hear how they're adapting development practices, measuring
AI's real im=
pact, and working effectively with agents across the
software development=
lifecycle. Save your spot [8]=20
THE SENIOR ENGINEER DEATH SPIRAL (5 M=
INUTE READ) [9]=20
You never want to be in a situation where people don=
't know what you
are working on. However, instead of talking too much abo=
ut work,
assume everyone around you is operating in good faith and try to=
be a
good teammate. Move away from an outcome-based mindset to a
momen=
tum-based mindset - by getting momentum going and fixing your
relationshi=
ps with people, you get stamina. Go for reliability and
take the burden o=
ff your teammates and manager, because once you build
that trust, they wi=
ll give you bigger work.=20
WHAT I BELIEVE ABOUT THE FUTURE OF SOFTWARE=
DEVELOPMENT (5 MINUTE
READ) [10]=20
AI will make many parts of the c=
urrent software development
environment obsolete. However, the craft of b=
uilding software will
become more important than ever. Models will become=
so fast that UI
will be generated on the fly. It will take a while for t=
his to happen.
However, by that time, while people will still be employed=
to write
code, it might not be such a desirable career anymore.=20
=
=F0=9F=8E=81=20
MISCELLANEOUS
FORWARD DEPLOYED (38 MINUTE READ) [1=
1]=20
Palantir vertically integrated deployment to build the capabiliti=
es
and process knowledge required to make building institution-specific=
economic computers as easy to build as possible. Vertical integration
=
is fine if it's the only way to get permissioned access to the ground
tru=
th knowledge needed to help customers and society uncover new,
valuable s=
ecrets. However, used to rent-seek, concentrate power, or
build your cust=
omers' or partners' replacement, it jeopardizes the
whole promise of econ=
omic computing: making progress programmable in a
way everyone can contri=
bute to and own. It also reduces institutional
fitness and creates a broa=
der neglective selection pressure in
society.=20
THERE'S NO POINT AT =
WHICH TURNING YOUR BRAIN OFF WILL WORK (17 MINUTE
READ) [12]=20
Peopl=
e turn off their brains when they use LLMs. People assume the
code they w=
rite will just work, and then if it doesn't, they ask the
LLM to figure o=
ut the problem and solve it. Being a meat proxy is
surprisingly effective=
now. If models keep improving, companies will
be able to just run LLMs i=
n a loop and lay off the employee.=20
=E2=9A=A1=20
QUICK LINKS
=
NEW GIGACHAT MODEL WITH FULL REASONING, TRAINED WITH ONLINE RL
(SPONSOR) =
[13]=20
Tool calling, a 262K-token context window, and complex reasonin=
g
across coding, mathematics, and structured outputs. Meet GigaChat 3.5=
Reasoning.=C2=A0Explore the model [13]=20
EA SAFETY (30 MINUTE READ)=
[14]=20
Society should refuse to outsource moral responsibility to any=
class
of people who claim a special competence and authority to calculat=
e,
accelerate, democratize, liberate, harmonize, or otherwise determine=
the 'correct' future.=20
GALAXY BRAIN RESISTANCE (28 MINUTE READ) [1=
5]=20
If your arguments can justify anything, then your arguments imply=
nothing.=20
MATHEMATICS IS EFFECTIVELY DEAD (28 MINUTE READ) [16] =
AI labs are simultaneously competing for mathematical results,
sel=
ling mathematical assistance, and controlling most of the
information req=
uired to evaluate either.=20
THOUGHTS ON THE FUTURE OF WEB BROWSERS (4 =
MINUTE READ) [17]=20
Every Firefox fork needs to commit to working toge=
ther to maintain a
hard fork isolated from Mozilla if the independent, no=
n-slop web has
any future at all.=20
HOW CHINESE AI RADICALIZES (26 M=
INUTE READ) [18]=20
China's views on American AI have grown more cynica=
l, but that
doesn't mean we should be pessimistic about safety coordinati=
on.=20
SATURATION AT GITHUB: THE SAGA CONTINUES (8 MINUTE READ) [19] =
GitHub continues to suffer collateral damage from the AI boom.=20
=
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--HIpir0CL
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Anthropic = has confirmed that it has a wet biology lab in the Bay Area where it uses A=
I models to run physical experiments =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 =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;</div>
<div style=3D"display: none; max-height: 0px; overflow: hidden;">
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<div style=3D"text-align: center;">
<h1><strong>TLDR <span id=3D"date">2026-09-21</span></strong></h1>
</div>
</td></tr></tbody></table>
<table style=3D"table-layout: fixed; width:100%;" width=3D"100%"><tbody></t= body></table>
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<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= =93=B1</span></div></div>
</td></tr></tbody></table>
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<div class=3D"text-block">
<div style=3D"text-align: center;">
<h1><strong>Big Tech & Startups</strong></h1>
</div>
</div>
</td></tr></tbody></table>
<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FJf9VgN/1/010001a0c393c347-f3= 5dee94-8c7d-4d98-8d5d-d0cc4bb301e5-000000/s3Dnv_FCu7hw4Euirph3zehNMpNXIBUgC= wNTx8smv64=3D452">
<span>
<strong>Apple's =E2=80=98Personal H= ub' AI Strategy Hints at Upcoming Home Device (12 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Apple is set to introduce a smart home = screen as early as next month. The display will serve as a hub for the home=
, bringing together connected-device controls, video calls, intercom capabi= lities, media, and access to Apple services and apps. It will feature a new=
operating system built around Siri AI. The device is currently being teste=
d widely in employees' homes.
</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%2Ftechcrunch.com%2F2026%2F09%2F18%2Fanthropic-is-operatin= g-a-lab-that-conducts-biology-experiments%2F%3Futm_source=3Dtldrnewsletter/= 1/010001a0c393c347-f35dee94-8c7d-4d98-8d5d-d0cc4bb301e5-000000/_vlsmBi8GF2U= k7xUFb3SCsqGHOS-ZId7bSRIddt5Eqo=3D452">
<span>
<strong>Anthropic is operating a la=
b that conducts biology experiments (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Anthropic has confirmed that it has a w=
et biology lab in the Bay Area where it uses AI models to run physical expe= riments. The lab's main focus is on fundamental biology rather than drug di= scovery. Anthropic is working on some research in the lab with external par= tners. The company has launched a Life Sciences Verification program to giv=
e vetted bio researchers access to its most powerful models.
</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= =9A=80</span></div>
</div>
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<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%2FG0aMCD/1/010001a0c393c347-f3= 5dee94-8c7d-4d98-8d5d-d0cc4bb301e5-000000/SVjBC-tI62dHkhMQT2CHjHNvD6yGbQcWN= KstzT0UOBY=3D452">
<span>
<strong>Musk's Boring Co. Working o=
n Tunnel to Link Austin and San Antonio (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Elon Musk's Boring Co. venture is worki=
ng on a tunnel project in Texas to connect Austin and San Antonio. It has a= lso raised $3 billion to support the development of underground transportat= ion infrastructure across the United Arab Emirates. The company is building=
tunnels in Bastrop, Texas, to link Musk-owned properties and allow the emp= loyees of his companies to travel between them.
</span>
</span>
</div>
</td></tr></tbody></table>
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Finterestingengineering.com%2Fenergy%2Fchina-unveils-hl-= 4-tokamak%3Futm_source=3Dtldrnewsletter/1/010001a0c393c347-f35dee94-8c7d-4d= 98-8d5d-d0cc4bb301e5-000000/F4k6ExSCQXXOeu7IJ9Nx2uGYiI_Eo-uspLIzMUWFGJo=3D4=
<span>
<strong>China unveils HL-4 tokamak =
as world's first HTS steady-state =E2=80=98burning' fusion facility (4 minu=
te read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
China's HL-4 tokamak is designed to ach= ieve steady-state burning operation. It is aiming to become the world's fir=
st high-temperature superconducting, high-field steady-state burning experi= mental platform. The project's goal is to verify the reliability of high-te= mperature superconducting magnets under complex fusion conditions. Once the=
core scientific and engineering questions are validated, the program will = construct a demonstration reactor to prove the technology commercially.
</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%2Fwebinars.atlassian.com%2Fseries%2Fstate-of-ai-sdlc-mcb-= general%2Flanding_page%3Futm_source=3Dtldr%26utm_medium=3Dpaid-newsletter%2= 6utm_campaign=3DP:twc*O:gdc*F:awareness*C:webinar*H:fy27q1*I:tldr-tech-seco= ndary-sep-21*E:cloud*%26utm_sfdc-campaign_id=3D701QB00000oI6yJYAS/1/010001a= 0c393c347-f35dee94-8c7d-4d98-8d5d-d0cc4bb301e5-000000/E27X2hxxCLqjf9rHiTaUd= 4I8AoRNqbwE2VWsL2d7JHk=3D452">
<span>
<strong>TOMORROW: Join Atlassian &a= mp; Vercel's CEO + industry leaders for State of AI SDLC (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Join Mike Cannon-Brookes (CEO & Co-= Founder, Atlassian), Guillermo Rauch (CEO, Vercel), and leaders from Lovabl=
e, Dropbox, and more at State of AI SDLC, a digital summit for engineering = and product leaders. Hear how they're adapting development practices, measu= ring AI's real impact, and working effectively with agents across the softw= are development lifecycle. <a href=3D"
https://tracking.tldrnewsletter.com/C= L0/https:%2F%2Fwebinars.atlassian.com%2Fseries%2Fstate-of-ai-sdlc-mcb-gener= al%2Flanding_page%3Futm_source=3Dtldr%26utm_medium=3Dpaid-newsletter%26utm_= campaign=3DP:twc*O:gdc*F:awareness*C:webinar*H:fy27q1*I:tldr-tech-secondary= -sep-21*E:cloud*%26utm_sfdc-campaign_id=3D701QB00000oI6yJYAS/2/010001a0c393= c347-f35dee94-8c7d-4d98-8d5d-d0cc4bb301e5-000000/MaQRrcyKXAFY4Y7trmvTcL0-10= CXDnkHV1LUhF7Oyvg=3D452" rel=3D"noopener noreferrer" target=3D"_blank"><spa= n>Save your spot</span></a>
</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%2Fsunilpai.dev%2Fposts%2Fthe-senior-engineer-death-spiral= %2F%3Futm_source=3Dtldrnewsletter/1/010001a0c393c347-f35dee94-8c7d-4d98-8d5= d-d0cc4bb301e5-000000/Y3iQOVyIGCzUrk-UGQDAzEY0nsWFvGC0o5MPHj1gd1M=3D452">
<span>
<strong>The senior engineer death s= piral (5 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
You never want to be in a situation whe=
re people don't know what you are working on. However, instead of talking t=
oo much about work, assume everyone around you is operating in good faith a=
nd try to be a good teammate. Move away from an outcome-based mindset to a = momentum-based mindset - by getting momentum going and fixing your relation= ships with people, you get stamina. Go for reliability and take the burden = off your teammates and manager, because once you build that trust, they wil=
l give you bigger work.
</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%2Fthorstenball.com%2Fblog%2F2026%2F09%2F19%2Fwhat-i-belie= ve-about-the-future-of-software-development%2F%3Futm_source=3Dtldrnewslette= r/1/010001a0c393c347-f35dee94-8c7d-4d98-8d5d-d0cc4bb301e5-000000/yI55ytFQpm= RRJ6l9AMB0XpFkvEH3-vZGv3u8DS_aw4A=3D452">
<span>
<strong>What I believe about the fu= ture of software development (5 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
AI will make many parts of the current = software development environment obsolete. However, the craft of building s= oftware will become more important than ever. Models will become so fast th=
at UI will be generated on the fly. It will take a while for this to happen=
. However, by that time, while people will still be employed to write code,=
it might not be such a desirable career anymore.
</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= =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%2Farenamag.com%2Farticles%2Fforward-deployed%3Futm_source= =3Dtldrnewsletter/1/010001a0c393c347-f35dee94-8c7d-4d98-8d5d-d0cc4bb301e5-0= 00000/ph9BPFaDKpvVBIyLMXOEl77PpJjUj1wjxeiRRdkJLPo=3D452">
<span>
<strong>Forward Deployed (38 minute=
read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Palantir vertically integrated deployme=
nt to build the capabilities and process knowledge required to make buildin=
g institution-specific economic computers as easy to build as possible. Ver= tical integration is fine if it's the only way to get permissioned access t=
o the ground truth knowledge needed to help customers and society uncover n= ew, valuable secrets. However, used to rent-seek, concentrate power, or bui=
ld your customers' or partners' replacement, it jeopardizes the whole promi=
se of economic computing: making progress programmable in a way everyone ca=
n contribute to and own. It also reduces institutional fitness and creates =
a broader neglective selection pressure in society.
</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%2Fdanluu.com%2Fbrain-off%2F%3Futm_source=3Dtldrnewsletter= /1/010001a0c393c347-f35dee94-8c7d-4d98-8d5d-d0cc4bb301e5-000000/N4bWn4Niy3V= OkJtWUJOWHYb-tmXvHyLO_hzBvNLFcAI=3D452">
<span>
<strong>There's no point at which t= urning your brain off will work (17 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
People turn off their brains when they = use LLMs. People assume the code they write will just work, and then if it = doesn't, they ask the LLM to figure out the problem and solve it. Being a m= eat proxy is surprisingly effective now. If models keep improving, companie=
s will be able to just run LLMs in a loop and lay off the employee.
</span>
</span>
</div>
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</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>
</td></tr></tbody></table>
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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=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fhuggingface.co%2Fai-sage%2FGigaChat3.5-432B-A28B-Reason= ing/1/010001a0c393c347-f35dee94-8c7d-4d98-8d5d-d0cc4bb301e5-000000/hMLX-Uc3= TypHegIWcbDG7gsu5x0igKHxK0CSaGs3Zbw=3D452">
<span>
<strong>New GigaChat model with ful=
l reasoning, trained with online RL (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Tool calling, a 262K-token context wind= ow, and complex reasoning across coding, mathematics, and structured output=
s. Meet GigaChat 3.5 Reasoning. <a href=3D"
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