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Apple has added the M5 Pro and M5 Max to its MacBook Pro lineup. The
M5 P=
ro now comes with 1TB of storage by default, while the M5 Max
comes with=
2TB=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 [SerpApi] [4]
TLDR 2026-03-04
=
ONE API FOR GOOGLE, MAPS, SHOPPING & MORE (SPONSOR) [4]=20
Building=
something that needs search data? SerpApi converts Google,
Maps, Shoppin=
g, and other search engines into structured APIs. Just a
simple GET reque=
st.
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No proxy rotation.
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Use cases include:
=F0=9F=91=89 AI grounding
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=89 Market research
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FFER FOR TLDR: Start with 250 free searches/month [4] or
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=F0=9F=93=B1=20
BIG TECH & STARTUPS=
APPLE INTROS M5 PRO AND MAX MACBOOK PROS AND ITS FIRST NEW MONITORS=
IN YEARS (5 MINUTE READ) [5]=20
Apple has added the M5 Pro and M5 Ma=
x to its MacBook Pro lineup. The
M5 Pro now comes with 1TB of storage by =
default, while the M5 Max
comes with 2TB of storage by default. The base =
storage for the M5
MacBook Pro has increased to 1TB. The upgrades come wi=
th increases to
starting prices. Apple has also introduced a pair of new =
displays.=20
OPENAI'S NEW GPT-5.3 INSTANT (1 MINUTE READ) [6]=20
Op=
enAI's GPT-5.3 Instant is a conversational model designed to have
smoothe=
r conversations. The model has improved contextual
understanding of user =
queries, so it can answer more questions without
assuming bad intent with=
out any loosening of safety controls. This
also makes it better at web se=
arches. The model generates more useful
direct responses rather than pres=
enting users with lists of links.=20
=F0=9F=9A=80=20
SCIENCE & FUTURI=
STIC TECHNOLOGY
AS MOON INTEREST HEATS UP, TWO COMPANIES UNVEIL PLANS=
FOR A LUNAR
=E2=80=9CHARVESTER=E2=80=9D (3 MINUTE READ) [7]=20
Astro=
lab and Interlune are forming a partnership to build a fleet of
electric =
harvesters to excavate, extract, and separate Helium-3 from
lunar regolit=
h on the Moon. The companies have not announced when they
are scheduled t=
o deploy an initial harvester, but both are working
toward that goal. Ast=
rolab's FLEX rover will likely be one of the
first payloads on the first =
SpaceX Starship mission to the lunar
surface. Helium-3 doesn't occur natu=
rally on Earth. It has several
applications, but the most near-term use i=
s in cryogenics.=20
QUANTUM DECRYPTION OF RSA IS MUCH CLOSER THAN EXPEC=
TED (3 MINUTE
READ) [8]=20
The Jesse-Victor-Gharabaghi (JVG) quantum =
decryption algorithm
completely upends existing time projections for quan=
tum decryption. It
requires a thousand-fold less quantum computer resourc=
es to break the
encryption methods used in RSA and ECC than Shor's approa=
ch. Shor's
algorithm requires an estimated one million qubits, but JVG re=
quires
less than 5,000. Researchers previously believed we were a decade =
away
from quantum decryption, but that timeline has now moved up
signif=
icantly.=20
=F0=9F=92=BB=20
PROGRAMMING, DESIGN & DATA SCIENCE
=
HOW TO KILL THE CODE REVIEW (10 MINUTE READ) [9]=20
Humans already coul=
dn't keep up with code reviews when humans wrote
code at human speed, so =
there's no way we can manually review
AI-generated code at scale, especia=
lly when reviewing AI-generated
code requires more effort. Developers nee=
d to move upstream and focus
on encoding the constraints. The future is s=
hip fast, observe
everybody, and revert faster.=20
NOBODY GETS PROMOT=
ED FOR SIMPLICITY (7 MINUTE READ) [10]=20
Engineering teams praise engi=
neers who overbuild, but the ones who
ship simple things get nothing. Thi=
s is what happens when companies
evaluate work incorrectly. Complexity lo=
oks smart, and our systems are
set up to reward it. Engineers need to lea=
rn how to describe the
judgment behind their work to show how decisions w=
ere made and why
complexity was avoided.=20
=F0=9F=8E=81=20
MISCELL=
ANEOUS
GIVING LLMS A PERSONALITY IS JUST GOOD ENGINEERING (3 MINUTE R=
EAD)
[11]=20
AI skeptics often argue that while AI can pretend to be =
people, it
shouldn't. However, the biggest AI labs build human-like syste=
ms
because that is the best way to build a capable AI system.
Personali=
ties are the medium that make language models useful. They
guide models t=
o pull from the helpful parts of their training data.=20
M5 PRO AND M5 =
MAX ARE SURPRISINGLY BIG DEPARTURES FROM OLDER APPLE
SILICON (7 MINUTE RE=
AD) [12]=20
Apple's Pro and Max chips usually take the same basic build=
ing blocks
from the basic chip and just scale them up. However, the M5 Pr=
o and
Max chips use a different CPU architecture. The new Fusion
Archit=
ecture welds two silicon chiplets into a single processor.
Rather than ju=
st a pair of M5 chips welded together, Apple has one
chiplet handle the C=
PU and most of the I/O, while the other chiplet is
used mainly for graphi=
cs. Apple is also introducing a new type of
'performance core' that prior=
itizes multi-threaded performance.=20
=E2=9A=A1=20
QUICK LINKS
=
CLAUDE IS AN ELECTRON APP BECAUSE WE'VE LOST NATIVE (3 MINUTE READ)
[13] =
Native no longer provides performance and visual benefits compared t=
o
web.=20
XIAOMI SAYS HUMANOID ROBOTS BEGIN FACTORY TRIALS, TARGETS L=
ARGE-SCALE
DEPLOYMENT WITHIN FIVE YEARS (1 MINUTE READ) [14]=20
The h=
umanoid robot can autonomously perform tasks such as loading
self-tapping=
nuts at assembly stations and transporting material
boxes.=20
OPENAI=
IS DEVELOPING AN ALTERNATIVE TO GITHUB (1 MINUTE READ) [15]=20
OpenAI =
decided to create its own GitHub after its engineers
encountered a rise i=
n service disruptions.=20
AMID NEW COMPETITION, CHROME SPEEDS UP ITS RE=
LEASE SCHEDULE (2 MINUTE
READ) [16]=20
Chrome will move from a four-w=
eek release schedule to a two-week
release schedule starting in September=
.=20
STARLINK TARGETS 25M USERS BY YEAR-END AS GEN2 SATELLITE PLAN
PR=
OMISES 100X DATA DENSITY (3 MINUTE READ) [17]=20
The next generation of=
Starlink Mobile will deliver broadband
capabilities to unmodified cell p=
hones.=20
DON'T BECOME AN ENGINEERING MANAGER (6 MINUTE READ) [18]=20
=
It's a smarter choice to be an individual contributor in 2026 than an=
engineering manager.=20
Love TLDR? Tell your friends and get rewards!=
Share your referral link below with friends to get free TLDR swag! =
https://refer.tldr.tech/66662a80/ [19]=20
=09=09 Track your refer=
rals here. [20]=20
Want to advertise in TLDR? =F0=9F=93=B0
If your=
company is interested in reaching an audience of tech
executives, decisi=
on-makers and engineers, you may want to ADVERTISE
WITH US [21].=20
Wa=
nt to work at TLDR? =F0=9F=92=BC
APPLY HERE [22], CREATE YOUR OWN ROL=
E [23] or send a friend's resume
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BEST BOOTSTRAPPED BUSINESSES [24] of 2025. =
If you have any comments or feedback, just respond to this email! =
Thanks for reading,=20
Dan Ni [25] & Stephen Flanders [26]=20
Man=
age your subscriptions [27] to our other newsletters on tech,
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--x-rYSnjJ
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Apple has = added the M5 Pro and M5 Max to its MacBook Pro lineup. The M5 Pro now comes=
with 1TB of storage by default, while the M5 Max comes with 2TB =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&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 </div>
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<div style=3D"text-align: center;">
<h1><strong>TLDR <span id=3D"date">2026-03-04</span></strong></h1>
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<span>
<strong>One API for Google, Maps, S= hopping & More (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Building something that needs search da= ta? SerpApi converts Google, Maps, Shopping, and other search engines into = structured APIs. Just a simple GET request.<p></p><p>No scraping infrastruc= ture.<br>No proxy rotation.<br>No parser maintenance.</p><p>Use cases inclu= de:<br>=F0=9F=91=89 AI grounding<br>=F0=9F=91=89 Market research<br>=F0=9F= =91=89 SEO, GEO, & rank tracking</p><p><strong>Special offer for TLDR</= strong>: Start with <a href=3D"
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" target=3D"_blank"><span>claim 3 months at 50%</span></a> off for new acco= unts.
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<div style=3D"text-align: center;">
<h1><strong>Big Tech & Startups</strong></h1>
</div>
</div>
</td></tr></tbody></table>
<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Farstechnica.com%2Fgadgets%2F2026%2F03%2Fapple-intros-m5= -pro-and-max-macbook-pros-and-its-first-new-monitors-in-years%2F%3Futm_sour= ce=3Dtldrnewsletter/1/0100019cb8b8a469-176e6f78-98e5-469f-9efb-a0d1202bde8c= -000000/qnz6kxi4ebtvZFw1Ms8T7H18S7z8mrDGmaUKhFb5ry4=3D446">
<span>
<strong>Apple intros M5 Pro and Max=
MacBook Pros and its first new monitors in years (5 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Apple has added the M5 Pro and M5 Max t=
o its MacBook Pro lineup. The M5 Pro now comes with 1TB of storage by defau= lt, while the M5 Max comes with 2TB of storage by default. The base storage=
for the M5 MacBook Pro has increased to 1TB. The upgrades come with increa= ses to starting prices. Apple has also introduced a pair of new displays.
</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%2Fsherwood.news%2Ftech%2Fopenais-new-gpt-5-3-instant-less= -cringe-tone-no-more-over-caveating%2F%3Futm_source=3Dtldrnewsletter/1/0100= 019cb8b8a469-176e6f78-98e5-469f-9efb-a0d1202bde8c-000000/RpaFCssGkX-cd3LKyA= uQix3NKG4jiH27_Z8cOIWfKf4=3D446">
<span>
<strong>OpenAI's new GPT-5.3 Instan=
t (1 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
OpenAI's GPT-5.3 Instant is a conversat= ional model designed to have smoother conversations. The model has improved=
contextual understanding of user queries, so it can answer more questions = without assuming bad intent without any loosening of safety controls. This = also makes it better at web searches. The model generates more useful direc=
t responses rather than presenting users with lists of links.
</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%2F03%2Fas-moon-interest-= heats-up-two-companies-unveil-plans-for-a-lunar-harvester%2F%3Futm_source= =3Dtldrnewsletter/1/0100019cb8b8a469-176e6f78-98e5-469f-9efb-a0d1202bde8c-0= 00000/VzaZaNZnUDxxPG6mnL320isgq3x0qIyjqq7yYZdT5wA=3D446">
<span>
<strong>As Moon interest heats up, = two companies unveil plans for a lunar =E2=80=9Charvester=E2=80=9D (3 minut=
e read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Astrolab and Interlune are forming a pa= rtnership to build a fleet of electric harvesters to excavate, extract, and=
separate Helium-3 from lunar regolith on the Moon. The companies have not = announced when they are scheduled to deploy an initial harvester, but both = are working toward that goal. Astrolab's FLEX rover will likely be one of t=
he first payloads on the first SpaceX Starship mission to the lunar surface=
. Helium-3 doesn't occur naturally on Earth. It has several applications, b=
ut the most near-term use is in cryogenics.
</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%2FAS35Mi/1/0100019cb8b8a469-17= 6e6f78-98e5-469f-9efb-a0d1202bde8c-000000/iWWePne4hCx-a0B-K--xVkPfeRI6x4ZaP= A5-5k-S5mQ=3D446">
<span>
<strong>Quantum Decryption of RSA I=
s Much Closer Than Expected (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The Jesse-Victor-Gharabaghi (JVG) quant=
um decryption algorithm completely upends existing time projections for qua= ntum decryption. It requires a thousand-fold less quantum computer resource=
s to break the encryption methods used in RSA and ECC than Shor's approach.=
Shor's algorithm requires an estimated one million qubits, but JVG require=
s less than 5,000. Researchers previously believed we were a decade away fr=
om quantum decryption, but that timeline has now moved up significantly.
</span>
</span>
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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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<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%2Fwww.latent.space%2Fp%2Freviews-dead%3Futm_source=3Dtldr= newsletter/1/0100019cb8b8a469-176e6f78-98e5-469f-9efb-a0d1202bde8c-000000/9= 3mKSG4-MpyN9JB834K2TIrvSmJm3MxvCSyPT-AMMd0=3D446">
<span>
<strong>How to Kill the Code Review=
(10 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Humans already couldn't keep up with co=
de reviews when humans wrote code at human speed, so there's no way we can = manually review AI-generated code at scale, especially when reviewing AI-ge= nerated code requires more effort. Developers need to move upstream and foc=
us on encoding the constraints. The future is ship fast, observe everybody,=
and revert faster.
</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%2Fterriblesoftware.org%2F2026%2F03%2F03%2Fnobody-gets-pro= moted-for-simplicity%2F%3Futm_source=3Dtldrnewsletter/1/0100019cb8b8a469-17= 6e6f78-98e5-469f-9efb-a0d1202bde8c-000000/WecWZf-RdZySgrMzjHb755wxv8-CxEuB8= apoLCVdlOY=3D446">
<span>
<strong>Nobody Gets Promoted for Si= mplicity (7 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Engineering teams praise engineers who = overbuild, but the ones who ship simple things get nothing. This is what ha= ppens when companies evaluate work incorrectly. Complexity looks smart, and=
our systems are set up to reward it. Engineers need to learn how to descri=
be the judgment behind their work to show how decisions were made and why c= omplexity was avoided.
</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>
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<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%2Fwww.seangoedecke.com%2Fgiving-llms-a-personality%2F%3Fu= tm_source=3Dtldrnewsletter/1/0100019cb8b8a469-176e6f78-98e5-469f-9efb-a0d12= 02bde8c-000000/6aYdaqYg93lLI8keuHUbko_ylNXCa39k1XNooj-h7n0=3D446">
<span>
<strong>Giving LLMs a personality i=
s just good engineering (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
AI skeptics often argue that while AI c=
an pretend to be people, it shouldn't. However, the biggest AI labs build h= uman-like systems because that is the best way to build a capable AI system=
. Personalities are the medium that make language models useful. They guide=
models to pull from the helpful parts of their training data.
</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%2Fgadgets%2F2026%2F03%2Fm5-pro-and-m5-m= ax-are-surprisingly-big-departures-from-older-apple-silicon%2F%3Futm_source= =3Dtldrnewsletter/1/0100019cb8b8a469-176e6f78-98e5-469f-9efb-a0d1202bde8c-0= 00000/2-bqzTXbYTkkesXyJsFFjdvEyjzwTPKsQe-iCRemlz0=3D446">
<span>
<strong>M5 Pro and M5 Max are surpr= isingly big departures from older Apple Silicon (7 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Apple's Pro and Max chips usually take = the same basic building blocks from the basic chip and just scale them up. = However, the M5 Pro and Max chips use a different CPU architecture. The new=
Fusion Architecture welds two silicon chiplets into a single processor. Ra= ther than just a pair of M5 chips welded together, Apple has one chiplet ha= ndle the CPU and most of the I/O, while the other chiplet is used mainly fo=
r graphics. Apple is also introducing a new type of 'performance core' that=
prioritizes multi-threaded performance.
</span>
</span>
</div>
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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>
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