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Apple has accused OpenAI of stealing secrets about products still in
deve=
lopment. OpenAI's new hardware business allegedly
asked=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
Si=
gn Up [1] |Advertise [2]|View Online [3]=20
=09=09TLDR=20
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HER WITH [IBM] [4]
TLDR 2026-07-13
MAKE BOB YOUR NEW WORK BFF (S=
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=F0=9F=93=B1=20
BIG TECH & STARTUPS
APPLE SUES OPENAI, ACCUSING IT=
OF STEALING COMPANY SECRETS (5 MINUTE
READ) [5]=20
Apple has accused=
OpenAI of stealing secrets about products still in
development. OpenAI's=
new hardware business allegedly asked job
candidates from Apple to share=
details about secret projects and to
bring device components and prototy=
pes to their interviews. It used
the information to approach at least one=
of Apple's manufacturing
partners, asking them to demonstrate Apple's te=
chnique for finishing
metal on its devices. Apple is seeking an injunctio=
n that would
prevent OpenAI from possessing, using, or sharing its trade =
secrets,
as well as an order requiring OpenAI to return Apple's intellect=
ual
property.=20
APPLE'S M6, M7, AND M8 CHIPS SHOW HOW AI IS RESHAPIN=
G THE COMPANY (11
MINUTE READ) [6]=20
AI is no longer just another fe=
ature that Apple's chips need to
support. It is now shaping how Apple's p=
roducts are designed and when
they are shipped. The Apple car project was=
not a futile exercise. The
AI hardware effort developed for the vehicle =
now powers Macs and AI
servers. What was seen as one of Apple's costliest=
failures may
actually have been one of its most consequential technology=
investments.=20
=F0=9F=9A=80=20
SCIENCE & FUTURISTIC TECHNOLOGY
=
HOME ROBOTS ALREADY WALK. 1X'S NEW HANDS TRY TO SOLVE THE PART THAT
A=
CTUALLY MATTERS (3 MINUTE READ) [7]=20
1X's new robotic hands have 25 b=
ackdrivable joints that give way when
pushed rather than staying rigid. T=
he skin's sensors read both
pressure and sideways movement across the fin=
gers, allowing it to
notice a glass starting to slip. Factory robots use =
grippers because
they work with parts placed exactly at the same spot eve=
ry time, but
homes have a much larger variation in object type and placem=
ent. 1X's
robotic hands can bend past a human range and wrap around awkwa=
rd
shapes and are ready for chores.=20
CHINA RECOVERED ITS FIRST REUS=
ABLE ROCKET AND SHOWED A NEW WAY TO DO
IT (14 MINUTE READ) [8]=20
Chi=
na has demonstrated its first-ever controlled rocket recovery. The
Long M=
arch 10B successfully completed its maiden flight, and its first
stage wa=
s recovered via a sea-based net. There are several other
rockets in devel=
opment in China that could soon achieve reusability.
The country has four=
land-based spaceports and multiple ocean-going
launch platforms and is r=
eady to quickly ramp up its launch cadence.=20
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MMING, DESIGN & DATA SCIENCE
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FROM PROMPT ENGINEERING TO INTENT ENGINEERING (1 MINUTE READ) [11] =
Our thoughts about the smartest way to accomplish a task will become=
increasingly stupid compared to AI's way of doing it as time goes on.
=
This necessitates a switch from prompt engineering to intent
engineering,=
where you describe the outcome you want rather than how a
thing should b=
e done. People should review older prompts and switch
their 'how' prompts=
into 'what' prompts.=20
IN DEFENSE OF NOT UNDERSTANDING YOUR CODEBASE =
(9 MINUTE READ) [12]=20
People who work on small codebases with low-tur=
nover teams use
different methods, practices, and cultures than people wh=
o work on
large codebases with high-turnover teams. The first group, whic=
h says
you need to understand the codebase completely, otherwise you can'=
t do
good work, is over-represented in online discussions about software=
engineering. There's nothing wrong with being in a state of partial
un=
derstanding in many software engineering environments. In large
systems, =
a partial understanding is the best you can do.=20
=F0=9F=8E=81=20
MI=
SCELLANEOUS
TLDR IS HIRING A CURATOR FOR TLDR AI! (TLDR CURATOR, ~5 H=
RS/WEEK)=20
Over 1M subscribers read TLDR AI to stay on top of the late=
st in AI
models, research, engineering, and more. If you work in AI and w=
ant to
help curate it, send your LinkedIn or resume to
ai@tldr.tech!=20
=
THE WAVE HAS ARRIVED=E2=80=9D: ZHIPU CO-FOUNDER TANG JIE'S LETTER TO ST=
AFF
(22 MINUTE READ) [13]=20
Zhipu's co-founder, Tang Jie, has publis=
hed a full-staff letter
announcing a full return to foundation-model rese=
arch and a two-year
plan. The letter covers Tang's views on AGI, AI safet=
y, open source,
and more. It also presents a road map to AGI that include=
s strategic
investments in long-horizon tasks, autonomous agent systems, =
full
self-training, and extreme safety governance.=20
THE REVERSE INF=
ORMATION PARADOX (5 MINUTE READ) [14]=20
AI creates a problem where buy=
ers risk giving away knowledge just to
use what they bought. They essenti=
ally pay for intelligence twice:
once with money, and again with the prop=
rietary knowledge they must
reveal to make that intelligence useful. Over=
time, the seller learns
more and more about their customers while buyers=
learn very little
about what the seller is learning in return. This reve=
rse information
paradox needs to be confronted, as companies should be ab=
le to use
models without giving up knowledge that makes them unique.=20
=
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AI 2040 AND THE CULT OF INTELLIGEN=
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Current predictions about AI are not grounde=
d in reality.=20
WHILE NEURALINK DRILLS INTO SKULLS, CHINA'S BRAINCO IS=
BETTING BRAIN
TECH WILL BE SOMETHING YOU WEAR (3 MINUTE READ) [18]=20
=
Hangzhou-based BrainCo makes headbands and caps that pick up
electric=
al signals through the scalp with no surgery required.=20
WASHINGTON'S =
BET ON INTEL IS STARTING TO PAY OFF (5 MINUTE READ) [19]
The White=
House made fixing chip maker Intel its pet project.=20
REACH 7 MILLION=
ENGAGED TECH PROFESSIONALS (SPONSOR) [20]=20
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pay attention. Learn more about spon=
sorship opportunities. [20]=20
MEMETIC TRANSFER (22 MINUTE READ) [21] =
A meme is anything that is able to capture cultural transport.=20
=
PEPSI CHALLENGE FOR LLMS (3 MINUTE READ) [22]=20
LLMs are now good =
enough that we need new benchmarks to explain their
differences.=20
Y=
OUR BROWSER DOES MATH DIFFERENTLY ON EVERY OS, AND ANTI-BOT SYSTEMS
READ =
THE BITS (52 MINUTE READ) [23]=20
The rounding of a cosine can betray t=
he OS that a browser is running
on.=20
Love TLDR? Tell your friends an=
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[8] https:= //arstechnica.com/space/2026/07/china-recovered-its-first-reusable-rocket-a= nd-showed-a-new-way-to-do-it/?utm_source=3Dtldrnewsletter
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[11]
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[12]
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[13]
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--hwYv_NOa
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Apple has = accused OpenAI of stealing secrets about products still in development. Ope= nAI's new hardware business allegedly asked =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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<h1><strong>TLDR <span id=3D"date">2026-07-13</span></strong></h1>
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<strong>Make Bob your new work BFF = (Sponsor)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
IBM Bob works directly in the codebase =
to generate and refine code in context. Describe what you need in natural l= anguage and get implementation where work is already happening. No switchin=
g between tabs, tools or half-finished ideas. <p></p><p>As development=
progresses, Bob can surface complexity and suggests refactors early, befor=
e small issues turn into long debugging sessions. Changes can be reviewed i= nline or later, with full visibility into what is happening and why.</p><p>= Across IDE, terminal and pipeline, Bob supports the full workflow. Work can=
continue from one stage to the next without unnecessary friction. Helps to=
reduce rework to keep delivery on track.<br><a href=3D"
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<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =93=B1</span></div></div>
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<div class=3D"text-block">
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<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%2FHtTYDN/1/0100019f5b0e96e3-70= 5cb551-9aa4-45b9-b354-d167ba8fa0e3-000000/xZZPcfE-PSBlk3U1YZCazlcDYuXPA3R8O= VrI81MfZtc=3D452">
<span>
<strong>Apple Sues OpenAI, Accusing=
It of Stealing Company Secrets (5 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Apple has accused OpenAI of stealing se= crets about products still in development. OpenAI's new hardware business a= llegedly asked job candidates from Apple to share details about secret proj= ects and to bring device components and prototypes to their interviews. It = used the information to approach at least one of Apple's manufacturing part= ners, asking them to demonstrate Apple's technique for finishing metal on i=
ts devices. Apple is seeking an injunction that would prevent OpenAI from p= ossessing, using, or sharing its trade secrets, as well as an order requiri=
ng OpenAI to return Apple's intellectual property.
</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%2Flinks.tldrnewsletter.com%2FTllN23/1/0100019f5b0e96e3-70= 5cb551-9aa4-45b9-b354-d167ba8fa0e3-000000/ES_JE-pjhXJnuNNs6ppuXFvCHndXsu8J7= 1gYrZ5nfNA=3D452">
<span>
<strong>Apple's M6, M7, and M8 Chip=
s Show How AI Is Reshaping the Company (11 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
AI is no longer just another feature th=
at Apple's chips need to support. It is now shaping how Apple's products ar=
e designed and when they are shipped. The Apple car project was not a futil=
e exercise. The AI hardware effort developed for the vehicle now powers Mac=
s and AI servers. What was seen as one of Apple's costliest failures may ac= tually have been one of its most consequential technology investments.
</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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<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%2Fthenextweb.com%2Fnews%2F1x-neo-robot-tendon-driven-hand= s%3Futm_source=3Dtldrnewsletter/1/0100019f5b0e96e3-705cb551-9aa4-45b9-b354-= d167ba8fa0e3-000000/VQjxhDAzq1QfM2fZ6KSZMzNbOcSbkzUPbEtrRsfJ7Lo=3D452">
<span>
<strong>Home robots already walk. 1= X's new hands try to solve the part that actually matters (3 minute read)</= strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
1X's new robotic hands have 25 backdriv= able joints that give way when pushed rather than staying rigid. The skin's=
sensors read both pressure and sideways movement across the fingers, allow= ing it to notice a glass starting to slip. Factory robots use grippers beca= use they work with parts placed exactly at the same spot every time, but ho= mes have a much larger variation in object type and placement. 1X's robotic=
hands can bend past a human range and wrap around awkward shapes and are r= eady for chores.
</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%2Fspace%2F2026%2F07%2Fchina-recovered-i= ts-first-reusable-rocket-and-showed-a-new-way-to-do-it%2F%3Futm_source=3Dtl= drnewsletter/1/0100019f5b0e96e3-705cb551-9aa4-45b9-b354-d167ba8fa0e3-000000= /yT3LKncFKF-ccWBuUdkaGcjfmOcEmlGUxguid0o5weY=3D452">
<span>
<strong>China recovered its first r= eusable rocket and showed a new way to do it (14 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
China has demonstrated its first-ever c= ontrolled rocket recovery. The Long March 10B successfully completed its ma= iden flight, and its first stage was recovered via a sea-based net. There a=
re several other rockets in development in China that could soon achieve re= usability. The country has four land-based spaceports and multiple ocean-go= ing launch platforms and is ready to quickly ramp up its launch cadence.
</span>
</span>
</div>
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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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<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=
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<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fref.wisprflow.ai%2Ftldr-jul10-secondary%3Futm_source=3D= tldrnewsletter/1/0100019f5b0e96e3-705cb551-9aa4-45b9-b354-d167ba8fa0e3-0000= 00/Ex_SRoqtbPiEB02IItVUUTZxuINe645FUQcn7Ou7j6w=3D452">
<span>
<strong>4x faster than typing. 89% = sent with zero edits. (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
<a href=3D"
https://tracking.tldrnewslet= ter.com/CL0/https:%2F%2Fref.wisprflow.ai%2Ftldr-jul10-secondary/1/0100019f5= b0e96e3-705cb551-9aa4-45b9-b354-d167ba8fa0e3-000000/Uotxq94LpJStQcgodMeyZdM= 1uzDd2dBhADoTKJbEBHE=3D452" rel=3D"noopener noreferrer nofollow" target=3D"= _blank"><span>Wispr Flow</span></a> turns your voice into clean text in any=
app, on any device. It strips filler and fixes grammar automatically. No c= leanup.
<p></p>
<p><a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fref.wispr= flow.ai%2Ftldr-jul10-secondary/2/0100019f5b0e96e3-705cb551-9aa4-45b9-b354-d= 167ba8fa0e3-000000/7JAqidXOxkBig-7BD4hsGk4sRTZQrrfhswatB4SbF5Y=3D452" rel= =3D"noopener noreferrer nofollow" target=3D"_blank"><span>Try Flow Free =E2= =86=92</span></a> | <a href=3D"
https://tracking.tldrnewsletter.com/CL0/http= s:%2F%2Fref.wisprflow.ai%2Ftldr-jul10-secondary/3/0100019f5b0e96e3-705cb551= -9aa4-45b9-b354-d167ba8fa0e3-000000/DHaewu0CYnZ9UmMcKLtFhVmT6C5jJoO5hUReFkz= xIrQ=3D452" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>Do= wnload Flow</span></a>
</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%2Fdanielmiessler.com%2Fblog%2Fintent-engineering%3Futm_so= urce=3Dtldrnewsletter/1/0100019f5b0e96e3-705cb551-9aa4-45b9-b354-d167ba8fa0= e3-000000/8xb8ioffGf_ffzyGiwxTvsOZGDMFfJL8lfZjnTQUfMM=3D452">
<span>
<strong>From Prompt Engineering to = Intent Engineering (1 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Our thoughts about the smartest way to = accomplish a task will become increasingly stupid compared to AI's way of d= oing it as time goes on. This necessitates a switch from prompt engineering=
to intent engineering, where you describe the outcome you want rather than=
how a thing should be done. People should review older prompts and switch = their 'how' prompts into 'what' prompts.
</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.seangoedecke.com%2Fin-defense-of-not-understanding-= your-codebase%2F%3Futm_source=3Dtldrnewsletter/1/0100019f5b0e96e3-705cb551-= 9aa4-45b9-b354-d167ba8fa0e3-000000/DPt9iHwCdrQUlygDi2tvaiFw6u4jPQY8PcAWJ7eh= nps=3D452">
<span>
<strong>In defense of not understan= ding your codebase (9 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
People who work on small codebases with=
low-turnover teams use different methods, practices, and cultures than peo= ple who work on large codebases with high-turnover teams. The first group, = which says you need to understand the codebase completely, otherwise you ca= n't do good work, is over-represented in online discussions about software = engineering. There's nothing wrong with being in a state of partial underst= anding in many software engineering environments. In large systems, a parti=
al understanding is the best you can do.
</span>
</span>
</div>
</td></tr></tbody></table>
</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;"><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"mailto:
ai@tldr.tech?utm_source= =3Dtldrnewsletter">
<span>
<strong>TLDR is hiring a curator fo=
r TLDR AI! (TLDR Curator, ~5 hrs/week)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Over 1M subscribers read TLDR AI to sta=
y on top of the latest in AI models, research, engineering, and more. If yo=
u work in AI and want to help curate it, send your LinkedIn or resume to ai= @tldr.tech!
</span>
</span>
</div>
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<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.geopolitechs.org%2Fp%2Ftang-jies-letter-to-zhipu-em= ployee%3Futm_source=3Dtldrnewsletter/1/0100019f5b0e96e3-705cb551-9aa4-45b9-= b354-d167ba8fa0e3-000000/3HZOYj-ZHIcY_YnYU64xFwOmIQHBI7VkH37gzExcz0Q=3D452"=
<span>
<strong>The Wave Has Arrived=E2=80= =9D: Zhipu Co-Founder Tang Jie's Letter to Staff (22 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Zhipu's co-founder, Tang Jie, has publi= shed a full-staff letter announcing a full return to foundation-model resea= rch and a two-year plan. The letter covers Tang's views on AGI, AI safety, = open source, and more. It also presents a road map to AGI that includes str= ategic investments in long-horizon tasks, autonomous agent systems, full se= lf-training, and extreme safety governance.
</span>
</span>
</div>
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<strong>The Reverse Information Par= adox (5 minute read)</strong>
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AI creates a problem where buyers risk = giving away knowledge just to use what they bought. They essentially pay fo=
r intelligence twice: once with money, and again with the proprietary knowl= edge they must reveal to make that intelligence useful. Over time, the sell=
er learns more and more about their customers while buyers learn very littl=
e about what the seller is learning in return. This reverse information par= adox needs to be confronted, as companies should be able to use models with= out giving up knowledge that makes them unique.
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<h1><strong>Quick Links</strong></h1>
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A meme is anything that is able to capt= ure cultural transport.
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LLMs are now good enough that we need n=
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