--EVq7TZIJ
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OpenAI made more than 20 major announcements across ChatGPT, Codex,
its m=
odels, and more at DevDay 2026. It introduced agents that can
take
on=
=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 [Span] [4]
TLDR 2026-09-30
INCREASE T=
HE RETURN ON YOUR AI ENGINEERING INVESTMENT (SPONSOR) [4]=20
Span conne=
cts coding agent sessions to tickets, PRs, and production
outcomes, givin=
g you evidence to measure returns and identify what to
improve.
MEA=
SURE RESULTS: Benchmark delivery, quality, and efficiency, then
track pro=
gress against your targets [5].
DIRECT INVESTMENT: See where tokens a=
nd team time go, what they
produce, and how that aligns with your priorit=
ies.
IMPROVE HARNESS HEALTH: Identify where agents need repeated huma=
n
correction and measure whether harness improvements reduce rework.
=
SIMPLIFY DEVFINOPS: Build evidence for R&D tax credits and software
c=
apitalization.
Try Span free for one month =E2=86=92 [6]
=
=F0=9F=93=B1=20
BIG TECH & STARTUPS
DEVDAY 2026 RECAP (5 MINUTE RE=
AD) [7]=20
OpenAI made more than 20 major announcements across ChatGPT,=
Codex,
its models, and more at DevDay 2026. It introduced agents that ca=
n
take on ongoing responsibilities and new ways for people and AI to
wo=
rk together. The company also expanded its commitment to an open
ecosyste=
m by opening up ChatGPT as a shared surface where humans and
agents can c=
ollaborate and where developers can directly launch new
native experience=
s. There is now a new Pro 500 plan that offers 25
times the ChatGPT Plus =
allowance and includes access to Ultrafast.=20
APPLE'S NEW CEO SEEKS TO=
MAKE COMPANY RUN FASTER AND LEANER (7 MINUTE
READ) [8]=20
Apple CEO =
John Ternus is moving to overhaul the company to accelerate
product devel=
opment, broaden its range of devices, and create a leaner
organization wi=
th a greater focus on engineering. Early ideas under
consideration includ=
e relying less on traditional spring and fall
product release schedules a=
nd eliminating some middle-management
positions. Ternus has indicated tha=
t the company should introduce
products more quickly and become more expe=
rimental to remain
competitive in the AI era. He is seeking new sources o=
f revenue and
ways to generate more money from existing products.=20
=
=F0=9F=9A=80=20
SCIENCE & FUTURISTIC TECHNOLOGY
NASA HAS A DRAGON =
DILEMMA, AND THERE APPEAR TO BE NO GOOD ANSWERS (7
MINUTE READ) [9]=20
=
SpaceX has made it clear to NASA that it no longer wishes to fly its
=
Crew Dragon spacecraft, or the Falcon 9 rocket, on missions to
low-Earth =
orbit. The company has agreed to support the International
Space Station =
until 2030, but it intends to retire the spacecraft
after that. SpaceX ha=
s told companies developing private space
stations for low-Earth orbit th=
at they cannot order Crew Dragon
missions for their habitats. The company=
has more than fulfilled its
contract obligations to NASA, so it is unlik=
ely that the agency can
compel SpaceX to keep flying Dragon.=20
PILOT=
LESS PLANE FLIES OVER WICHITA, PUTTING THE FUTURE OF AVIATION ON
DISPLAY =
(2 MINUTE READ) [10]=20
Joby Aviation recently flew its autonomous airc=
raft over Wichita. The
company has developed a base system that can funct=
ion in any aircraft.
The plane used in the demonstration was a Cessna 208=
Caravan that had
been retrofitted with Joby's technology. Joby plans to =
start using the
autonomous plane in emergency and cargo transport operati=
ons over the
next few years, but its end goal is to make it a safe, viabl=
e
transportation option.=20
=F0=9F=92=BB=20
PROGRAMMING, DESIGN & D=
ATA SCIENCE
DATA IS THE APPLICATION (6 MINUTE READ) [11]=20
AI ma=
kes it possible to build faster than ever. However, none of that
speed ap=
plies to the data. Lose the data that users give you, and you
have to sta=
rt all over again. Let agents iterate over the code, but
leave the data t=
o humans.=20
LEMMA (GITHUB REPO) [12]=20
Lemma is an open-source wo=
rkspace where humans and AI agents work as
one team. State is shared and =
permissioned, so many people and many
agents work on the same records. It=
keeps running between sessions, on
schedules, webhooks, and table events=
, and it improves as teams work
with it. Lemma can be run locally or on L=
emma Cloud.=20
=F0=9F=8E=81=20
MISCELLANEOUS
WHEN AI MODELS HUR=
T PEOPLE, THE LABS SHOULD PAY (18 MINUTE READ) [13]
Tech's red lin=
e has always been liability. As a technology matures,
society sets more l=
egal regimes, either through explicit regulation or
case law. Previous te=
chnology waves have shown that industries can
survive paying for the harm=
s they cause. One would have to question
the societal benefits of an indu=
stry if paying for the people it harms
or kills is enough to kill the ind=
ustry.=20
THE CASE FOR META ENTERPRISE PLATFORM (11 MINUTE READ) [14] =
Meta has committed tens of gigawatts against a demand forecast for a=
set of first-party products whose adoption curve likely has a high
mar=
gin of error. Muse appears to have found at least initial
product-market =
fit as a consumer agent, but it is still a first-party
product, and being=
wrong can be expensive. While the best use of
Meta's compute will be its=
first-party products, an enterprise
platform as a 'second' customer make=
s sense. If Meta underbuilds and
can't serve the product it just found pr=
oduct-market fit for, users
will drift to competing AI agents/products. =
=E2=9A=A1=20
QUICK LINKS
THE FLYING CAR COMPANY SOARING TOWA=
RD WALL STREET (SPONSOR) [15]=20
After nearly a decade of R&D, Doroni u=
nveiled a showroom model of its
H1-X flying car. Morgan Stanley projects =
a $9T market by 2050. First
deliveries are targeted for 2028.
Invest=
at $3.30/share before 10/23 [16]
AT WHITE HOUSE, TRUMP ASKS AI TITAN=
S TO POLICE THEMSELVES (10 MINUTE
READ) [17]=20
The world's most powe=
rful technology executives signed a voluntary
agreement to adopt safety p=
olicies that include risk reviews,
auditing, and evaluations of systems b=
y third parties, and also to
rebrand AI to 'super intelligence'.=20
H=
OW AI DOES, AND DOES NOT, CHANGE THE WAY I DO MATH (6 MINUTE READ)
[18] =
Math research is a tool for drawing people together, and while AI
=
could weaken these social bonds, this is not a given.=20
GOOGLE =
=E2=80=98AI CONTRIBUTION PILOT' TESTS PAYING WEBSITES WHEN THEY'RE
USED I=
N AI RESULTS (3 MINUTE READ) [19]=20
Google is testing directly paying =
websites and publishers when their
content is used for AI Overviews and o=
ther AI results.=20
YOU BUILT THE APP. TAKE THE NEXT STEP WITH MICROSOF=
T GUIDANCE
(SPONSOR) [20]=20
Frontier Accelerate for Marketplace Prem=
ium offers a named engagement
manager, hands-on technical consultations, =
plus $30K in Azure
sponsorship to navigate publishing requirements and pr=
epare your
solution for market.=C2=A0 EXPLORE PREMIUM AND CHECK ELIGIBILI=
TY NOW [20]=20
DOES REDDIT HAVE AN ASTROTURFING PROBLEM? WHAT THE DATA =
SUGGESTS (14
MINUTE READ) [21]=20
Reddit is still mostly humans, but =
for a couple of brands, a quarter
to a third of the buying advice comes f=
rom accounts that mostly
recommend that brand.=20
WHO'S BUYING CHATGP=
T ADS? I ANALYZED 15K ADVERTISERS (13 MINUTE READ)
[22]=20
OpenAI doe=
sn't publish a list of advertisers, but advertisers use a
small piece of =
tracking code that provides a strong signal that a
company has set up Cha=
tGPT Ads.=20
INTERVIEW: FIREFOX'S CHIEF ON WHY HE HOPES A REDESIGN WILL=
HELP WIN
USERS FROM CHROME (26 MINUTE READ) [23]=20
The Firefox 157 =
update will roll out a redesign of the web browser
across desktop and mob=
ile platforms.=20
Love TLDR? Tell your friends and get rewards!
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are your referral link below with friends to get free TLDR swag!=20
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--EVq7TZIJ
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">OpenAI mad=
e more than 20 major announcements across ChatGPT, Codex, its models, and m= ore at DevDay 2026. It introduced agents that can take on =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; =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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<h1><strong>TLDR <span id=3D"date">2026-09-30</span></strong></h1>
</div>
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<span>
<strong>Increase the return on your=
AI engineering investment (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Span connects coding agent sessions to = tickets, PRs, and production outcomes, giving you evidence to measure retur=
ns and identify what to improve.<p></p><p><strong>>Measure results:</str=
Benchmark delivery, quality, and efficiency, then <a href=3D"https://t=
racking.tldrnewsletter.com/CL0/https:%2F%2Fwww.span.app%2Fplatform%2Fai-mea= sure-improve%3Futm_source=3Dnewsletter%26utm_medium=3Demail%26utm_campaign= =3Dtldr%26utm_content=3Dmeasureimprove/1/010001a0f1ef2050-9e5d437d-496a-4cb= 3-bccd-5d3c3958b2a3-000000/M_8OWIVHyWwABbTwAQx0uf1QQ-nvXEtFlcvcf9Pc8_Y=3D45=
2" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>track progr= ess against your targets</span></a>.</p>
<p><strong>>Direct investment:</strong> See where tokens and team time g=
o, what they produce, and how that aligns with your priorities.</p>
<p><strong>>Improve harness health:</strong> Identify where agents need = repeated human correction and measure whether harness improvements reduce r= ework.</p>
<p><strong>>Simplify DevFinOps:</strong> Build evidence for R&D tax = credits and software capitalization.</p>
<p><a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.span.= app%2Fget-demo%2F%3Futm_source=3Dnewsletter%26utm_medium=3Demail%26utm_camp= aign=3Dtldr%26utm_content=3Ddemo/1/010001a0f1ef2050-9e5d437d-496a-4cb3-bccd= -5d3c3958b2a3-000000/s4HRThZc8eWJqU-lifle8Uavbl2zz-iP-xAE7yfdTA4=3D452" rel= =3D"noopener noreferrer nofollow" target=3D"_blank"><span>Try Span free for=
one month =E2=86=92</span></a>
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<h1><strong>Big Tech & Startups</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">
<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%2Fc4d8Wp/1/010001a0f1ef2050-9e= 5d437d-496a-4cb3-bccd-5d3c3958b2a3-000000/4ReFtCChV1iN9YuFXNgnej8mtF5LYYl9w= 9ZQOHmG6EE=3D452">
<span>
<strong>DevDay 2026 Recap (5 minute=
read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
OpenAI made more than 20 major announce= ments across ChatGPT, Codex, its models, and more at DevDay 2026. It introd= uced agents that can take on ongoing responsibilities and new ways for peop=
le and AI to work together. The company also expanded its commitment to an = open ecosystem by opening up ChatGPT as a shared surface where humans and a= gents can collaborate and where developers can directly launch new native e= xperiences. There is now a new Pro 500 plan that offers 25 times the ChatGP=
T Plus allowance and includes access to Ultrafast.
</span>
</span>
</div>
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<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FVpDybR/1/010001a0f1ef2050-9e= 5d437d-496a-4cb3-bccd-5d3c3958b2a3-000000/FiYYsLoMTItzqDxUTZ7-5VjDGvrj8Fm3z= gUj95hn7Wg=3D452">
<span>
<strong>Apple's New CEO Seeks to Ma=
ke Company Run Faster and Leaner (7 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Apple CEO John Ternus is moving to over= haul the company to accelerate product development, broaden its range of de= vices, and create a leaner organization with a greater focus on engineering=
. Early ideas under consideration include relying less on traditional sprin=
g and fall product release schedules and eliminating some middle-management=
positions. Ternus has indicated that the company should introduce products=
more quickly and become more experimental to remain competitive in the AI = era. He is seeking new sources of revenue and ways to generate more money f= rom existing products.
</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>
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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%2Farstechnica.com%2Fspace%2F2026%2F09%2Fnasa-has-a-dragon= -dilemma-and-there-appear-to-be-no-good-answers%2F%3Futm_source=3Dtldrnewsl= etter/1/010001a0f1ef2050-9e5d437d-496a-4cb3-bccd-5d3c3958b2a3-000000/h9y1LI= hqnpClSCCU7A52B-q9wGx4TM4k-kgkW7uW9IU=3D452">
<span>
<strong>NASA has a Dragon dilemma, = and there appear to be no good answers (7 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
SpaceX has made it clear to NASA that i=
t no longer wishes to fly its Crew Dragon spacecraft, or the Falcon 9 rocke=
t, on missions to low-Earth orbit. The company has agreed to support the In= ternational Space Station until 2030, but it intends to retire the spacecra=
ft after that. SpaceX has told companies developing private space stations = for low-Earth orbit that they cannot order Crew Dragon missions for their h= abitats. The company has more than fulfilled its contract obligations to NA= SA, so it is unlikely that the agency can compel SpaceX to keep flying Drag= on.
</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%2Fwww.ksn.com%2Fnews%2Flocal%2Fpilotless-plane-flies-over= -wichita-putting-the-future-of-aviation-on-display%2F%3Futm_source=3Dtldrne= wsletter/1/010001a0f1ef2050-9e5d437d-496a-4cb3-bccd-5d3c3958b2a3-000000/OdK= 0_-Rq-V86ndehPIMUnO5jtRjJrMgqwraoqPH0CTY=3D452">
<span>
<strong>Pilotless plane flies over = Wichita, putting the future of aviation on display (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Joby Aviation recently flew its autonom= ous aircraft over Wichita. The company has developed a base system that can=
function in any aircraft. The plane used in the demonstration was a Cessna=
208 Caravan that had been retrofitted with Joby's technology. Joby plans t=
o start using the autonomous plane in emergency and cargo transport operati= ons over the next few years, but its end goal is to make it a safe, viable = transportation option.
</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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<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%2Fma.ttias.be%2Fdata-is-the-application%2F%3Futm_source= =3Dtldrnewsletter/1/010001a0f1ef2050-9e5d437d-496a-4cb3-bccd-5d3c3958b2a3-0= 00000/b-QFvOHpbpaSpN6Xlxab7GWypJ5aJyS96PRb294XmPg=3D452">
<span>
<strong>Data is the application (6 = minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
AI makes it possible to build faster th=
an ever. However, none of that speed applies to the data. Lose the data tha=
t users give you, and you have to start all over again. Let agents iterate = over the code, but leave the data to humans.
</span>
</span>
</div>
</td></tr></tbody></table>
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fgithub.com%2Flemma-work%2Flemma-platform%3Futm_source= =3Dtldrnewsletter/1/010001a0f1ef2050-9e5d437d-496a-4cb3-bccd-5d3c3958b2a3-0= 00000/es8PWdhDAWDBPGwlSswlwlT0kQNAkJ4H_JCJCGX6weM=3D452">
<span>
<strong>Lemma (GitHub Repo)</strong=
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Lemma is an open-source workspace where=
humans and AI agents work as one team. State is shared and permissioned, s=
o many people and many agents work on the same records. It keeps running be= tween sessions, on schedules, webhooks, and table events, and it improves a=
s teams work with it. Lemma can be run locally or on Lemma Cloud.
</span>
</span>
</div>
</td></tr></tbody></table>
</td></tr></tbody></table>
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<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =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%2Fweightythoughts.com%2Fp%2Fwhen-ai-models-hurt-people-th= e-labs%3Futm_source=3Dtldrnewsletter/1/010001a0f1ef2050-9e5d437d-496a-4cb3-= bccd-5d3c3958b2a3-000000/ckTZkisbPY7sRhp9tbOYX07RTwSWdBYJ1ENSvx_EIGQ=3D452"=
<span>
<strong>When AI Models Hurt People,=
the Labs Should Pay (18 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Tech's red line has always been liabili= ty. As a technology matures, society sets more legal regimes, either throug=
h explicit regulation or case law. Previous technology waves have shown tha=
t industries can survive paying for the harms they cause. One would have to=
question the societal benefits of an industry if paying for the people it = harms or kills is enough to kill the industry.
</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%2Fwww.mbi-deepdives.com%2Fmeta-enterprise%2F%3Futm_source= =3Dtldrnewsletter/1/010001a0f1ef2050-9e5d437d-496a-4cb3-bccd-5d3c3958b2a3-0= 00000/Isd53avDyHcBkmVPBdSuxR_xBR83sFX6IGy3e6Aqpsc=3D452">
<span>
<strong>The Case for Meta Enterpris=
e Platform (11 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Meta has committed tens of gigawatts ag= ainst a demand forecast for a set of first-party products whose adoption cu= rve likely has a high margin of error. Muse appears to have found at least = initial product-market fit as a consumer agent, but it is still a first-par=
ty product, and being wrong can be expensive. While the best use of Meta's = compute will be its first-party products, an enterprise platform as a 'seco= nd' customer makes sense. If Meta underbuilds and can't serve the product i=
t just found product-market fit for, users will drift to competing AI agent= s/products.
</span>
</span>
</div>
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<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=E2=9A= =A1</span></div></div>
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<h1><strong>Quick Links</strong></h1>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Finvest.doroni.io%3Futm_source=3Demail%26utm_medium=3Dpa= id-partnership%26utm_campaign=3Dpartnership373_09-30_flagship-quick-links-s= ep30%26utm_content=3Dheadline-cta%26tnames=3Dpartnership373/1/010001a0f1ef2= 050-9e5d437d-496a-4cb3-bccd-5d3c3958b2a3-000000/2p8na_ms9tHaqbG6n_nF6rE06yk= N6epuwaWkhXaK-HI=3D452">
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<strong>The Flying Car Company Soar= ing Toward Wall Street (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
After nearly a decade of R&D, Doron=
i unveiled a showroom model of its H1-X flying car. Morgan Stanley projects=
a $9T market by 2050. First deliveries are targeted for 2028.<p></p><p><a = href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Finvest.doroni.i= o%3Futm_source=3Demail%26utm_medium=3Dpaid-partnership%26utm_campaign=3Dpar= tnership373_09-30_flagship-quick-links-sep30%26utm_content=3Dstandalone-cta= %26tnames=3Dpartnership373/1/010001a0f1ef2050-9e5d437d-496a-4cb3-bccd-5d3c3= 958b2a3-000000/B-kxTiLqf-g2Y6_3ehCZcRf798QU4f8Bv0TJzApFbGE=3D452" rel=3D"no= opener noreferrer nofollow" target=3D"_blank"><span>Invest at $3.30/share b= efore 10/23</span></a>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FFY4VHD/1/010001a0f1ef2050-9e= 5d437d-496a-4cb3-bccd-5d3c3958b2a3-000000/xWNyGHBgy1NOJPMcmpdMXdAIso-BI0-_h= cyoZlBbW9Y=3D452">
<span>
<strong>At White House, Trump Asks =
AI Titans to Police Themselves (10 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The world's most powerful technology ex= ecutives signed a voluntary agreement to adopt safety policies that include=
risk reviews, auditing, and evaluations of systems by third parties, and a= lso to rebrand AI to 'super intelligence'.
</span>
</span>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fterrytao.wordpress.com%2F2026%2F09%2F29%2Fhow-ai-does-a= nd-does-not-change-the-way-i-do-math%2F%3Futm_source=3Dtldrnewsletter/1/010= 001a0f1ef2050-9e5d437d-496a-4cb3-bccd-5d3c3958b2a3-000000/5EMQOdO9tPkKsHegl= Qr4EASIVEK_arBrXQC-3str36Y=3D452">
<span>
<strong>How AI does, and does not, = change the way I do math (6 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Math research is a tool for drawing peo= ple together, and while AI could weaken these social bonds, this is not a g= iven.
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2F9to5google.com%2F2026%2F09%2F17%2Fgoogle-ai-contributio= n-pilot-tests-paying-websites-when-theyre-used-in-ai-results%2F%3Futm_sourc= e=3Dtldrnewsletter/1/010001a0f1ef2050-9e5d437d-496a-4cb3-bccd-5d3c3958b2a3-= 000000/kHE5N3Mwboff87wxGhYSGMeFwkUT8sDYNYf1Ybgb3-4=3D452">
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<strong>Google =E2=80=98AI contribu= tion pilot' tests paying websites when they're used in AI results (3 minute=
read)</strong>
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Google is testing directly paying websi= tes and publishers when their content is used for AI Overviews and other AI=
results.
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<span>
<strong>You built the app. Take the=
next step with Microsoft guidance (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.petervijeh.com%2Fprojects%2Freddit-astroturf%3Futm_= source=3Dtldrnewsletter/1/010001a0f1ef2050-9e5d437d-496a-4cb3-bccd-5d3c3958= b2a3-000000/9fX0DYIQcet1jo8ojHzjrPVTYK45pcEImwykEQRlGSA=3D452">
<span>
<strong>Does Reddit have an astrotu= rfing problem? What the data suggests (14 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Reddit is still mostly humans, but for =
a couple of brands, a quarter to a third of the buying advice comes from ac= counts that mostly recommend that brand.
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</span>
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<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fbloomberry.com%2Fblog%2Fwhos-buying-chatgpt-ads-i-analy= zed-15k-advertisers%2F%3Futm_source=3Dtldrnewsletter/1/010001a0f1ef2050-9e5= d437d-496a-4cb3-bccd-5d3c3958b2a3-000000/UDb93NzuVVGpjJ_2nOo4_534tkbt53Z3Nn= hM2gw_FzU=3D452">
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<strong>Who's buying ChatGPT ads? I=
analyzed 15K advertisers (13 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
OpenAI doesn't publish a list of advert= isers, but advertisers use a small piece of tracking code that provides a s= trong signal that a company has set up ChatGPT Ads.
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<a href=3D"
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<span>
<strong>Interview: Firefox's chief =
on why he hopes a redesign will help win users from Chrome (26 minute read)= </strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The Firefox 157 update will roll out a = redesign of the web browser across desktop and mobile platforms.
</span>
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