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Anthropic's CEO recently released a 3,800-word essay calling for a
global=
slowdown of AI development. He said that while the technology
offers= =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 [Orkes] [4]

TLDR 2026-09-14

NETFLIX, =
LINKEDIN, AND BUMBLE ENGINEERS ON ORCHESTRATING AI AGENTS IN
PRODUCTION (=
SPONSOR) [4]=20

ORKES SHIFT '26 IS ONE DAY ON RUNNING AGENTIC SYSTEMS I=
N PRODUCTION:
DURABLE EXECUTION, RETRIES, DISTRIBUTED FAILURES, AND HUMAN=
APPROVALS.
OCTOBER 15, CONVENE UNION SQUARE, SAN FRANCISCO. EARLY BIRD P=
RICING
ENDS SOON AND CAPACITY IS LIMITED.

The agenda [4]:

=09*=
=E2=80=9CRebuilding a Monolith: Choreography to Orchestration=E2=80=9D
=
=09* =E2=80=9CDesigning a Focused Agent Runtime on Conductor=E2=80=9D
=
=09* =E2=80=9CStop Babysitting Your AI Coding Agents=E2=80=9D
=09* Speak=
ers from LinkedIn, Bumble, and the Orkes founders [5], plus a
fireside an=
d happy hour

Conductor runs 1B+ executions a day at Netflix, Tesla, an=
d LinkedIn.=20
Register here [4] =E2=86=92

=F0=9F=93=B1=20

BIG TECH=
& STARTUPS

TOP AI LEADERS CALL FOR SLOWING DOWN AI DEVELOPMENT (5 MI=
NUTE READ)
[6]=20

Anthropic's CEO recently released a 3,800-word essa=
y calling for a
global slowdown of AI development. He said that while the=
technology
offers many benefits, it is advancing too quickly for researc=
hers to
continue safely. AI leaders are preparing for a day when an AI sy=
stem
can grow more advanced without the aid of human researchers. Some
=
researchers believe that achieving recursive self-improvement will
lead t=
o AI systems spinning out of control.=20

OPENAI'S SAM ALTMAN SAYS IT WO=
ULD BE =E2=80=98ILL-ADVISED' TO GO PUBLIC IN
2026 (1 MINUTE READ) [7]=20
=

OpenAI CEO Sam Altman has confirmed that the company will not be
goin=
g public this year. He said it would be an ill-advised moment to
go publi=
c due to current safety concerns. OpenAI had hired bankers and
lawyers wi=
th the goal of going public this year. The company is now
leaning toward =
2027 due to the volatility of tech stocks and its own
financial challenge=
s.=20

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

SCIENCE & FUTURISTIC TECHNOLOGY

WHERE HAS=
CONSTRUCTION AUTOMATION BEEN SUCCESSFUL? (20 MINUTE READ)
[8]=20

Con=
struction is labor-intensive. There has, unsurprisingly, long been
intere=
st in automating the process to reduce the amount of labor
required. Howe=
ver, automation has only been successful in tasks that
can be done off-si=
te in factories and on-site tasks that are extremely
factory-like. Almost=
nothing outside of these two categories has
succeeded.=20

A SEVERE M=
ISALIGNMENT OF AI IN MATHEMATICS (6 MINUTE READ) [9]=20

The push by AI =
companies to solve mathematical problems as a
benchmark is detrimental to=
the science of mathematics. The goals of
AI companies and the mathematic=
al community are severely misaligned.
This is a symptom of broader alignm=
ent issues that impact other
scientific and creative professions, as well=
as the whole of society.=20

=F0=9F=92=BB=20

PROGRAMMING, DESIGN & DA=
TA SCIENCE

[WEBINAR] HOW TO STOP BABYSITTING YOUR AGENTS (SPONSOR) [1=
0]=20

Agents can generate code. Getting it right for your system is the=

hard part. More MCPs solve access but not understanding. Join us for a=

FREE webinar on Sep 23 [10] to see how leading teams save time and
tok=
ens by giving their agents a context layer.=20

THE RISE OF THE FORWARD =
DEPLOYED ENGINEER =E2=80=94 AND HOW TO DO THE JOB
RIGHT (21 MINUTE READ) =
[11]=20

Forward-deployed engineers have the hottest job in AI right now=
.
While labs, startups, and PE firms are all hiring engineers to sit
in=
side their customers' operations and solve their problems, almost
none of=
them agree on what those engineers are supposed to accomplish.
This arti=
cle looks at what works and what fails and tries to predict
where the ind=
ustry is heading. It covers misunderstandings about the
role, its history=
, what the goal of the role is, and more.=20

IF CODING IS SOLVED, WHAT =
NOW?: MEASURING THE SLOPPINESS OF CODE (7
MINUTE READ) [12]=20

Large =
language models are able to write almost perfectly correct
code. It is pr=
etty straightforward to get a model to generate code and
then let that co=
de be checked by hidden tests. Checking the sloppiness
of this code often=
requires human intuition and time, and is an
extremely difficult task in=
general. This post illustrates why this is
by going through possible way=
s of measuring slop.=20

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

MISCELLANEOUS

WE MUST P=
ACE THE FRONTIER (23 MINUTE READ) [13]=20

While AI has the potential to=
produce a long line of technological
miracles, like many technologies be=
fore it, it brings risk. These
risks include losing control of AI systems=
, the misuse of the
technology for cyberattacks and bioterrorism, and ser=
ious economic
disruption. A race to the bottom spurred by commercial ince=
ntives
makes these risks more acute. Anthropic's CEO has called for the=

industry to prioritize caution over speed and prudence over profit.
Ad=
dressing these risks will require pacing the rate of capabilities
advance=
ment so that risk prevention has time to keep up.=20

ROBLOX IS MAKING I=
T EASIER TO BUILD GAMES WITH AI =E2=80=94 AND PLAY THEM
OUTSIDE ROBLOX (4=
MINUTE READ) [14]=20

The company behind Roblox announced several new f=
eatures at its
annual Roblox Developer Conference, including new game-cre=
ation tools,
expanded NPC capabilities, and the ability to make games ava=
ilable
across platforms. The company is also launching a dedicated card a=
nd
wallet for creators. Roblox is rolling out its generative AI game
cr=
eation feature more broadly to Serbia and Singapore. It is also
gaining d=
esktop access, and later this year, it will get a new
prompt-based scene-=
generating feature.=20

=E2=9A=A1=20

QUICK LINKS

OPENROUTER: ONE=
API. EVERY MODEL (SPONSOR) [15]=20

Access models from 80+ providers wi=
th better prices, automatic
routing and fallbacks, and no subscriptions. =

Build with the right model for every request. SEE HOW IT WORKS. [15]=20
=

WHY THE WORLD'S BEST AI STARTUPS WRITE BAD PROMPTS (& HOW TO FIX
THIS=
) (24 MINUTE READ) [16]=20

Most prompts are bad because people only add=
to them over time rather
than removing unnecessary instructions.=20

=
FAT AGENTS VS. NARROW AGENTS (16 MINUTE READ) [17]=20

Big prompts are b=
rittle and hard to debug and evaluate, but they are
the best choice in so=
me cases.=20

SLOW DEVELOPER EXPERIENCE WILL BOTTLENECK FAST MODELS (3 M=
INUTE READ)
[18]=20

The speed of the developer experience will matter=
a lot more when
generating tokens stops becoming the bottleneck.=20

=
GET FEATURED IN TLDR (SPONSOR) [19]=20

Ads get ignored on social media =
but not in TLDR! Reach developers,
PMs, marketers, founders and other tec=
h leaders where they actually
pay attention. Learn more about sponsorship=
opportunities [19].

CONFESSIONS OF AN UNREPENTANT SLOP SNOB (14 MINU=
TE READ) [20]=20

Humans who want to use AI for interpersonal interactio=
ns will need to
work hard to compensate for the loss of trust it engender=
s.=20

WE ARE ALL PRODUCT ENGINEERS NOW (19 MINUTE READ) [21]=20

The=
future will see more software, more people making it, and none of
them t=
yping.=20

TESLA SAYS IT WILL FINALLY UNVEIL THE SECOND GENERATION ROADS=
TER ON
OCTOBER 1 (1 MINUTE READ) [22]=20

Tesla recently made a post t=
hat simply wrote, 'Go for launch,' with a
graphic showing a '10.1' date. =


Love TLDR? Tell your friends and get rewards!

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If your company is interested in=
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end's resume
to jobs@tldr.tech and get $1k if we hire them! TLDR is one o=
f INC.'S
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g,=20
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Anthropic&= #039;s CEO recently released a 3,800-word essay calling for a global slowdo=
wn of AI development. He said that while the technology offers&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>

<div style=3D"display: none; max-height: 0px; overflow: hidden;">

</div>

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<h1><strong>TLDR <span id=3D"date">2026-09-14</span></strong></h1>
</div>
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<span>
<strong>Netflix, LinkedIn, and Bumb=
le engineers on orchestrating AI agents in production (Sponsor)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
<strong>Orkes Shift '26 is one day on r= unning agentic systems in production: durable execution, retries, distribut=
ed failures, and human approvals. October 15, Convene Union Square, San Fra= ncisco. Early bird pricing ends soon and capacity is limited.</strong><br><= br><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Forkes.io%= 2Fshift%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dshif= t26%26utm_content=3Dheader/3/010001a09f81c924-da25b10c-1f5c-4092-b253-5360f= f3be219-000000/6QLR8ZZSykz_pGaabP7p1gHBSBlqPP3zF4XpZzRJK_E=3D452" rel=3D"no= opener nofollow noreferrer" target=3D"_blank"><span>The agenda</span></a>:

<p></p>


<li>=E2=80=9CRebuilding a Monolith: Choreography to Orchestration=E2=80=9D<=

<li>=E2=80=9CDesigning a Focused Agent Runtime on Conductor=E2=80=9D</li> <li>=E2=80=9CStop Babysitting Your AI Coding Agents=E2=80=9D</li>
<li><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Forkes.io= %2Fshift%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dshi= ft26%26utm_content=3Dspeakers/1/010001a09f81c924-da25b10c-1f5c-4092-b253-53= 60ff3be219-000000/ZsLpXp54N_JtAoAb8WVFIdWxvYVQujIN5OyDZDIJw-g=3D452" rel=3D= "noopener nofollow noreferrer" target=3D"_blank"><span>Speakers from Linked= In, Bumble, and the Orkes founders</span></a>, plus a fireside and happy ho= ur</li>
</ul>

<p>Conductor runs 1B+ executions a day at Netflix, Tesla, and LinkedIn.
<br><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Forkes.io= %2Fshift%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dshi= ft26%26utm_content=3Dheader/4/010001a09f81c924-da25b10c-1f5c-4092-b253-5360= ff3be219-000000/Lyxfn8gMjtdFyxexrlhJa3MDh-HGg86sG2eQzWt_8us=3D452" rel=3D"n= oopener nofollow noreferrer" target=3D"_blank"><span>Register here</span></=

=E2=86=92

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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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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FAq0iUD/1/010001a09f81c924-da= 25b10c-1f5c-4092-b253-5360ff3be219-000000/NV79wcJ9PCF7XbsQRFcE0lMH8BrVLhcYx= BVRdHJrj3U=3D452">
<span>
<strong>Top AI Leaders Call for Slo= wing Down AI Development (5 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Anthropic's CEO recently released a 3,8= 00-word essay calling for a global slowdown of AI development. He said that=
while the technology offers many benefits, it is advancing too quickly for=
researchers to continue safely. AI leaders are preparing for a day when an=
AI system can grow more advanced without the aid of human researchers. Som=
e researchers believe that achieving recursive self-improvement will lead t=
o AI systems spinning out of control.
</span>
</span>
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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Ftechcrunch.com%2F2026%2F09%2F12%2Fopenais-sam-altman-sa= ys-it-would-be-ill-advised-to-go-public-in-2026%2F%3Futm_source=3Dtldrnewsl= etter/1/010001a09f81c924-da25b10c-1f5c-4092-b253-5360ff3be219-000000/jZ00sr= 1Enz0aEDryCX2LyshoGbxG7je6mM-wG5U9kFU=3D452">
<span>
<strong>OpenAI's Sam Altman says it=
would be =E2=80=98ill-advised' to go public in 2026 (1 minute read)</stron=

</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
OpenAI CEO Sam Altman has confirmed tha=
t the company will not be going public this year. He said it would be an il= l-advised moment to go public due to current safety concerns. OpenAI had hi= red bankers and lawyers with the goal of going public this year. The compan=
y is now leaning toward 2027 due to the volatility of tech stocks and its o=
wn financial challenges.
</span>
</span>
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<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =9A=80</span></div>
</div>
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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">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.construction-physics.com%2Fp%2Fwhere-has-constructi= on-automation%3Futm_source=3Dtldrnewsletter/1/010001a09f81c924-da25b10c-1f5= c-4092-b253-5360ff3be219-000000/84tLhTSu7dAwNxtns3b5iUG1NQXu5t7G21_t9BhrX4k= =3D452">
<span>
<strong>Where Has Construction Auto= mation Been Successful? (20 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Construction is labor-intensive. There = has, unsurprisingly, long been interest in automating the process to reduce=
the amount of labor required. However, automation has only been successful=
in tasks that can be done off-site in factories and on-site tasks that are=
extremely factory-like. Almost nothing outside of these two categories has=
succeeded.
</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%2Fterrytao.wordpress.com%2F2026%2F09%2F11%2Fa-severe-misa= lignment-of-ai-in-mathematics%2F%3Futm_source=3Dtldrnewsletter/1/010001a09f= 81c924-da25b10c-1f5c-4092-b253-5360ff3be219-000000/3Ndm97p_BTyI2B0VU9wJBoHT= soVeNuROBuWSGcwXudU=3D452">
<span>
<strong>A Severe Misalignment of AI=
in Mathematics (6 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
The push by AI companies to solve mathe= matical problems as a benchmark is detrimental to the science of mathematic=
s. The goals of AI companies and the mathematical community are severely mi= saligned. This is a symptom of broader alignment issues that impact other s= cientific and creative professions, as well as the whole of society.
</span>
</span>
</div>
</td></tr></tbody></table>

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<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =92=BB</span></div></div>
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<h1><strong>Programming, Design &amp; 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%2Fgetunblocked.com%2Fevents%2Fhow-to-stop-babysitting-you= r-agents-sep-23%2F%3Futm_source=3Dtldrtech%26utm_medium=3Demail%26utm_campa= ign=3Dsecondary_20260914/1/010001a09f81c924-da25b10c-1f5c-4092-b253-5360ff3= be219-000000/NgncJiYHdeRANb3iLbiRv9xHO6zQXZmoN4paMJuxdqE=3D452">
<span>
<strong>[Webinar] How to stop babys= itting your agents (Sponsor)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Agents can generate code. Getting it ri= ght for your system is the hard part. More MCPs solve access but not unders= tanding. Join us for a <a href=3D"https://tracking.tldrnewsletter.com/CL0/h= ttps:%2F%2Fgetunblocked.com%2Fevents%2Fhow-to-stop-babysitting-your-agents-= sep-23%2F%3Futm_source=3Dtldrtech%26utm_medium=3Demail%26utm_campaign=3Dsec= ondary_20260914/2/010001a09f81c924-da25b10c-1f5c-4092-b253-5360ff3be219-000= 000/BhQzbRVFvpN0JikeKdBf2bPMPA1o9nlOHenNRHpoeYQ=3D452" rel=3D"noopener nore= ferrer nofollow" target=3D"_blank"><span>FREE webinar on Sep 23</span></a> =
to see how leading teams save time and tokens by giving their agents a cont= ext layer.
</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.latent.space%2Fp%2Fforward-deployed-engineer-best-p= ractices%3Futm_source=3Dtldrnewsletter/1/010001a09f81c924-da25b10c-1f5c-409= 2-b253-5360ff3be219-000000/idOfvHn8FjgcNOuFwyp1WHl3m4GwUfLqqcqwZENxvxQ=3D45=

<span>
<strong>The Rise of the Forward Dep= loyed Engineer =E2=80=94 and How To Do the Job Right (21 minute read)</stro=

</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Forward-deployed engineers have the hot= test job in AI right now. While labs, startups, and PE firms are all hiring=
engineers to sit inside their customers' operations and solve their proble= ms, almost none of them agree on what those engineers are supposed to accom= plish. This article looks at what works and what fails and tries to predict=
where the industry is heading. It covers misunderstandings about the role,=
its history, what the goal of the role is, and more.
</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%2Fearendil.com%2Fposts%2Fmeasuring-code-sloppiness%2F%3Fu= tm_source=3Dtldrnewsletter/1/010001a09f81c924-da25b10c-1f5c-4092-b253-5360f= f3be219-000000/7nxgkpOBzy4mX3rj4gMfmaSHoiC7i9-mNnRQNoe64so=3D452">
<span>
<strong>If coding is solved, what n= ow?: Measuring the sloppiness of code (7 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Large language models are able to write=
almost perfectly correct code. It is pretty straightforward to get a model=
to generate code and then let that code be checked by hidden tests. Checki=
ng the sloppiness of this code often requires human intuition and time, and=
is an extremely difficult task in general. This post illustrates why this =
is by going through possible ways of measuring slop.
</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>

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<div class=3D"text-block">
<div style=3D"text-align: center;"><strong><h1>Miscellaneous</h1></strong><= /div>
</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%2Fdarioamodei.com%2Fpost%2Fwe-must-pace-the-frontier%3Fut= m_source=3Dtldrnewsletter/1/010001a09f81c924-da25b10c-1f5c-4092-b253-5360ff= 3be219-000000/zOQwcGzZNtM6O3FtpNHLrqRFVFobEJPLiWVG2XnQ5JE=3D452">
<span>
<strong>We Must Pace the Frontier (=
23 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
While AI has the potential to produce a=
long line of technological miracles, like many technologies before it, it = brings risk. These risks include losing control of AI systems, the misuse o=
f the technology for cyberattacks and bioterrorism, and serious economic di= sruption. A race to the bottom spurred by commercial incentives makes these=
risks more acute. Anthropic's CEO has called for the industry to prioritiz=
e caution over speed and prudence over profit. Addressing these risks will = require pacing the rate of capabilities advancement so that risk prevention=
has time to keep up.
</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=

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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Ftechcrunch.com%2F2026%2F09%2F11%2Froblox-is-making-it-e= asier-to-build-games-with-ai-and-play-them-outside-roblox%2F%3Futm_source= =3Dtldrnewsletter/1/010001a09f81c924-da25b10c-1f5c-4092-b253-5360ff3be219-0= 00000/UvM2_VooDu2pevTooy7eVroN7jro3d8EDVcvTUpca_Q=3D452">
<span>
<strong>Roblox is making it easier =
to build games with AI =E2=80=94 and play them outside Roblox (4 minute rea= d)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
The company behind Roblox announced sev= eral new features at its annual Roblox Developer Conference, including new = game-creation tools, expanded NPC capabilities, and the ability to make gam=
es available across platforms. The company is also launching a dedicated ca=
rd and wallet for creators. Roblox is rolling out its generative AI game cr= eation feature more broadly to Serbia and Singapore. It is also gaining des= ktop access, and later this year, it will get a new prompt-based scene-gene= rating feature.
</span>
</span>
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<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=E2=9A= =A1</span></div></div>
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<h1><strong>Quick Links</strong></h1>
</div>
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<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=

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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fopenrouter.ai%3Futm_source=3Dsponsorship%26utm_medium= =3Dnewsletter%26utm_campaign=3Dtldr_september14/1/010001a09f81c924-da25b10c= -1f5c-4092-b253-5360ff3be219-000000/BvX-PTBuJBNYgOQdgrZvC5CiE0gHEyK2ijelAVA= OdBA=3D452">
<span>
<strong>OpenRouter: One API. Every = model (Sponsor)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Access models from 80+ providers with b= etter prices, automatic routing and fallbacks, and no subscriptions. <br>Bu= ild with the right model for every request. <a href=3D"https://tracking.tld= rnewsletter.com/CL0/https:%2F%2Fopenrouter.ai%3Futm_source=3Dsponsorship%26= utm_medium=3Dnewsletter%26utm_campaign=3Dtldr_september14/2/010001a09f81c92= 4-da25b10c-1f5c-4092-b253-5360ff3be219-000000/-wXMp6cU9JazwFWxGBFCaOmM0nqbK= JeB_Um8W0TL6H4=3D452" rel=3D"noopener noreferrer nofollow" target=3D"_blank= "><span><strong>See how it works.</strong></span></a>
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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FNzSyQ3/1/010001a09f81c924-da= 25b10c-1f5c-4092-b253-5360ff3be219-000000/6s91q8avsL5NYB5njPLatGGrIxQOOuJRe= XIIPxk7CK8=3D452">
<span>
<strong>Why the world's best AI sta= rtups write bad prompts (&amp; how to fix this) (24 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Most prompts are bad because people onl=
y add to them over time rather than removing unnecessary instructions.
</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=

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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fadlrocha.substack.com%2Fp%2Fadlrocha-fat-agents-vs-narr= ow-agents%3Futm_source=3Dtldrnewsletter/1/010001a09f81c924-da25b10c-1f5c-40= 92-b253-5360ff3be219-000000/4QAGYownVTKwaV6ywu7rg-ICpwowx0wLuRJ60BVt_AA=3D4=

<span>
<strong>Fat agents vs. Narrow agent=
s (16 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Big prompts are brittle and hard to deb=
ug and evaluate, but they are the best choice in some cases.
</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=

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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.seangoedecke.com%2Fslow-devex-will-bottleneck-fast-= models%2F%3Futm_source=3Dtldrnewsletter/1/010001a09f81c924-da25b10c-1f5c-40= 92-b253-5360ff3be219-000000/wRquicW69-kq6-lq-lASTALvGCBv2i3wsVh2DD5Shhg=3D4=

<span>
<strong>Slow developer experience w= ill bottleneck fast models (3 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
The speed of the developer experience w= ill matter a lot more when generating tokens stops becoming the bottleneck.
</span>
</span>
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<strong>Get featured in TLDR (Spons= or)</strong>
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<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fcharity.wtf%2Fp%2Fconfessions-of-an-unrepentant-slop%3F= utm_source=3Dtldrnewsletter/1/010001a09f81c924-da25b10c-1f5c-4092-b253-5360= ff3be219-000000/I-xzroNT7JlX0_fMVovDudK7QI024Kq_YzK7CalHaZ0=3D452">
<span>
<strong>Confessions of an Unrepenta=
nt Slop Snob (14 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Humans who want to use AI for interpers= onal interactions will need to work hard to compensate for the loss of trus=
t it engenders.
</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=

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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fseldo.com%2Fposts%2Fwe-are-all-product-engineers-now%2F= %3Futm_source=3Dtldrnewsletter/1/010001a09f81c924-da25b10c-1f5c-4092-b253-5= 360ff3be219-000000/4lLnB_cxqyva_Zg7PmPuX8q_KO4DX1dhAz3GlvfirBw=3D452">
<span>
<strong>We are all Product Engineer=
s now (19 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
The future will see more software, more=
people making it, and none of them typing.
</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=

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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Ftechcrunch.com%2F2026%2F09%2F12%2Ftesla-says-it-will-fi= nally-unveil-the-second-generation-roadster-on-october-1%2F%3Futm_source=3D= tldrnewsletter/1/010001a09f81c924-da25b10c-1f5c-4092-b253-5360ff3be219-0000= 00/DHUXqp6eYs28LHite-NmAQWjPGKMB0s1UcaDRcmde2U=3D452">
<span>
<strong>Tesla says it will finally = unveil the second generation Roadster on October 1 (1 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Tesla recently made a post that simply = wrote, 'Go for launch,' with a graphic showing a '10.1' date.
</span>
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