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Deutsche Telekom and Perplexity are partnering to develop an AI phone
tha=
t will have Perplexity's AI integrated on a system-wide
level=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 =
=09=09TOGETHER WITH [QA Wolf] [4]
TLDR 2025-03-04
=
=F0=9F=9A=80 FASTER MOBILE APP RELEASES WITH AUTOMATED QA (SPONSOR) [4]=20
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=F0=9F=93=B1=20
BIG TECH & STARTUPS
T-MOBILE'S PAR=
ENT COMPANY IS MAKING AN AI PHONE WITH PERPLEXITY (3
MINUTE READ) [9]=20
=
Deutsche Telekom and Perplexity are partnering to develop an AI phone=
that will have Perplexity's AI integrated on a system-wide level.
User=
s will be able to interact with the phone's AI assistant even on
the lock=
screen. The phone will offer access to various AI providers.
It will hav=
e some agentic capabilities, but it is unclear yet how it
will execute ta=
sks. The phone will be officially launched in the
second half of this yea=
r priced at under a thousand dollars and hit
the shelves at some point in=
2026.=20
AMAZON-BACKED AI FIRM ANTHROPIC VALUED AT $61.5 BILLION AFTER=
LATEST
ROUND (3 MINUTE READ) [10]=20
Anthropic has just closed a fun=
ding round at a $61.5 billion
post-money valuation. The $3.5 billion roun=
d was led by Lightspeed
Venture Partners - other investors included Sales=
force, Cisco, and
Fidelity. Anthropic plans to use the funds to advance i=
ts development
of next-generation AI. It plans to expand its compute capa=
city, deepen
its research in mechanistic interpretability and alignment, =
and
accelerate its international expansion in Asia and Europe.=20
=
=F0=9F=9A=80=20
SCIENCE & FUTURISTIC TECHNOLOGY
NASA'S UPCOMING TE=
LESCOPE LAUNCH AIMS TO ADDRESS SOME EXISTENTIAL
QUESTIONS (2 MINUTE READ)=
[11]=20
NASA plans to launch a telescope this week to provide insight =
into
how the universe began. The SPHEREx telescope has a very wide field =
of
view. It can detect infrared light and other wavelengths too long to=
be seen with the naked eye. The mission will image the entire universe=
four times over two years and create a very large data set about the
v=
isible universe.=20
ROCHE ROLLS OUT NEW DNA 'SEQUENCING-BY-EXPANSION' A=
PPROACH (3 MINUTE
READ) [12]=20
Sequencing-by-expansion is a new prop=
rietary method that pulls apart
DNA molecules and amplifies the signal of=
each individual base,
allowing scientists to avoid the time requirements=
of cycle-based
sequencing as well as the comparable difficulties in dist=
inguishing
true signals among the noise. The technology is still in devel=
opment
and not yet commercially available, but it could one day be suitab=
le
for whole genome and exome sequencing as well as parsing RNA. The
sc=
ience behind the technology represents a significant breakthrough
that ad=
dresses the limitations of existing sequencing solutions. It
has the pote=
ntial to revolutionize the use of sequencing in research
and healthcare. =
=F0=9F=92=BB=20
PROGRAMMING, DESIGN & DATA SCIENCE
MOST ADS =
GET IGNORED=E2=80=94HERE'S WHERE THEY DON'T (SPONSOR) [13]=20
Tech pros=
scroll past ads all day=E2=80=94but not here. TLDR reaches
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py for you, for free. Learn more [13] about
running your first ad campaig=
n.=20
AGENTS.JSON (GITHUB REPO) [14]=20
The agents.json Specificati=
on is an open specification that formally
describes contracts for API and=
agent interactions. It is built on
OpenAPI, the gold standard for descri=
bing how API endpoints work and
can be executed. The specification introd=
uces flows and links to
enable AI agents to take the right sequence of ac=
tions.=20
YOKE IS REALLY COOL (14 MINUTE READ) [15]=20
Yoke is a pr=
oject that takes the idea of Infrastructure as Code to
the next level. It=
allows developers to write infrastructure
definitions in Go or Rust, com=
pile them to WebAssembly, and then take
input and output from Kubernetes =
manifests that get applied to the
cluster. Yoke has a feature called Air =
Traffic Control, which is a
Kubernetes operator that lets developers defi=
ne infrastructure as
CustomResourceDefinitions - the data in the CustomRe=
source is passed
into the Flight you associate with it, and the Flight ge=
nerates the
manifests that get applied to the cluster. Air Traffic Contro=
l makes
deploying things to clusters easier than ever.=20
=F0=9F=8E=
=81=20
MISCELLANEOUS
THE KILL-OR-BE-KILLED FIGHT FOR CRYPTO'S FUTU=
RE (20 MINUTE READ) [16]
The call to bring crypto into the mainstr=
eam through government
regulation has opened up a kill-or-be-killed battl=
e among industry
players. New laws could be devastating for individual pl=
ayers
depending on what side of new rules they are on. Tether may be an=
industry leader, but Circle has been calling for greater regulation
th=
at would benefit Circle at Tether's expense. This article details
the bat=
tle between Circle and Tether, which has been going on since
crypto tradi=
ng hit the mainstream in 2020.=20
YES, WE DID SHUT DOWN SALESFORCE A YE=
AR AGO, AS WE HAVE MANY SAAS
PROVIDERS (4 MINUTE READ) [17]=20
Klarna=
shut down around 1,200 SaaS a year ago as it had developed an
internal t=
ech stack that brought data and knowledge together,
resulting in serious =
productivity gains. The company found it was able
to use AI to quickly de=
ploy new interfaces and interactions. There was
no longer any need for it=
to continue with a lot of its SaaS as the
tech stack allowed it to conso=
lidate its technology and knowledge and
remove the silos. Besides the sav=
ings, Klarna gained the unification
and standardization of its knowledge =
and data.=20
=E2=9A=A1=20
QUICK LINKS
EVALS ARE NOT ALL YOU NEE=
D (6 MINUTE READ) [18]=20
Evals aren't great due to their false appeal =
as a substitute for
proper testing with users.=20
OBSERVATIONS ABOUT =
LLM INFERENCE PRICING (19 MINUTE READ) [19]=20
Pricing for the same mod=
el can differ substantially across providers
- model size is a good predi=
ctor of price.=20
DUCKDB GOES DISTRIBUTED? DEEPSEEK'S SMALLPOND TAKES O=
N BIG DATA (12
MINUTE READ) [20]=20
DeepSeek's smallpond project allo=
ws the company to scale up simply
without having to rely on complex and h=
eavy distributed frameworks by
default 'just in case'.=20
ARE AIS PEO=
PLE? (34 MINUTE READ) [21]=20
There will quite likely be sentient AI sy=
stems in the future.=20
ON GPT-4.5 (27 MINUTE READ) [22]=20
GPT-4.5=
has a different form factor with unique advantages that are
hard to desc=
ribe precisely in words.=20
OLLAMA FUNCTION CALLER (GITHUB REPO) [23] =
The Ollama function caller is a command-line tool for prompting
Ol=
lama models locally that supports streaming and gives users access
to imp=
ortant settings, like context length and temperature.=20
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Thanks for reading,=20
Dan Ni [28] & Stephen Flanders [29]=20
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Manage your subscriptions [30] to our other newsletters on tech,
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[21]
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[22]
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Deutsche T= elekom and Perplexity are partnering to develop an AI phone that will have = Perplexity's AI integrated on a system-wide level =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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<a href=3D"
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https://images.tldr.tech/qawolf50-2.png" valign=3D"middle" = style=3D"vertical-align: middle !important; height: 100%;" alt=3D"QA Wolf">= </a></td></tr></tbody></table>
<table style=3D"table-layout: fixed; width:100%;" width=3D"100%"><tbody><tr= ><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0;=
<div style=3D"text-align: center;">
<h1><strong>TLDR <span id=3D"date">2025-03-04</span></strong></h1>
</div>
</td></tr>
<tr id=3D"sponsy-copy"><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.qawolf.com%2F%3Futm_source=3Dtldr%26utm_medium=3Dne= wsletter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-_Ne= wsletter_FasterMobileReleases_20250304-None_Experiment-FALSE%26utm_term=3Dh= eadline-FasterMobileAppReleasesWithAutomatedQA%26utm_content=3DFasterMobile= Releases_ScheduleADemoToLearnMore_None_Headline%253AFasterMobileAppReleases= WithAutomatedQA_None_None_None_Newsletter-PrimaryPlacement_20250304_v1_/2/0= 100019560f79792-d9fd38b3-5cb3-40ac-8360-6dc3ea5439c1-000000/936k3EcMD9HTYnO= QFm9thzvAIRcn9YG_DRagDJwpatI=3D395">
<span>
<strong>=F0=9F=9A=80 Faster mobile = app releases with automated QA (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Manual testing on personal devices is <= strong>too slow and too limited</strong>. It forces teams to <strong>cut re= leases a week early</strong> just to test before submitting them to app sto= res. And without broad device coverage, issues slip through.<p></p><p><a hr= ef=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawolf.com%3F= utm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ_All_Demo_C= onversions__NewsletterAudience_-_Newsletter_FasterMobileReleases_20250304-N= one_Experiment-FALSE%26utm_term=3Dbody-QAWolf%26utm_content=3DFasterMobileR= eleases_ScheduleADemoToLearnMore_None_Headline%253AFasterMobileReleasesWith= AutomatedQA_None_None_None_Newsletter-PrimaryPlacement_20250304_v1_/1/01000= 19560f79792-d9fd38b3-5cb3-40ac-8360-6dc3ea5439c1-000000/bmNFdUmwyOvbuNdLTnv= gKHvBZV091BjzkyYszf6-d_A=3D395" rel=3D"noopener noreferrer nofollow" target= =3D"_blank"><span>QA Wolf's</span></a> <strong>AI-native service</strong> d= elivers <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.= qawolf.com%2Fhow-it-works%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26u= tm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_Fas= terMobileReleases_20250304-None_Experiment-FALSE%26utm_term=3Dbody-80Percen= tAutomatedtestCoverageInWeeks%26utm_content=3DFasterMobileReleases_Schedule= ADemoToLearnMore_None_Headline%253AFasterMobileReleasesWithAutomatedQA_None= _None_None_Newsletter-PrimaryPlacement_20250304_v1_/1/0100019560f79792-d9fd= 38b3-5cb3-40ac-8360-6dc3ea5439c1-000000/7C8yKSfABUxCxuC0wHmy1oI4pvpBqCo5OCM= eOe0qUZ0=3D395" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><spa= n><strong>80% automated test coverage in weeks</strong></span></a>, with te= sts running on <strong>real iOS devices</strong> and <strong>Android emulat= ors</strong>=E2=80=94all in <a href=3D"
https://tracking.tldrnewsletter.com/= CL0/https:%2F%2Fwww.qawolf.com%2Fhow-it-works%3Futm_source=3Dtldr%26utm_med= ium=3Dnewsletter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudie= nce_-_Newsletter_FasterMobileReleases_20250304-None_Experiment-FALSE%26utm_= term=3Dbody-100ParallelWithZeroFlakes%26utm_content=3DFasterMobileReleases_= ScheduleADemoToLearnMore_None_Headline%253AFasterMobileReleasesWithAutomate= dQA_None_None_None_Newsletter-PrimaryPlacement_20250304_v1_/1/0100019560f79= 792-d9fd38b3-5cb3-40ac-8360-6dc3ea5439c1-000000/zqHD2FUrl6w0cPbgOwax7kGUw70= fNaOBKVIjs48lwG8=3D395" rel=3D"noopener noreferrer nofollow" target=3D"_bla= nk"><span><strong>100% parallel</strong> with <strong>zero flakes</strong>.= </span></a></p>
<p>=E2=9C=85 QA cycles reduced to just 15 minutes</p>
<p>=E2=9C=85 Multi-device + gesture interactions fully supported</p>
<p>=E2=9C=85 Reliable test execution with no flakes or false positives</p>
<p>=E2=9C=85 Zero flakes, human-verified bug reports</p>
<p>Engineering teams <strong>move faster</strong>, releases stay on track, = and testing happens automatically=E2=80=94so developers can focus on buildi= ng, not debugging.</p>
<p>Rated 4.8/5 =E2=AD=90 on G2</p>
<p><a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawol= f.com%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ_Al= l_Demo_Conversions__NewsletterAudience_-_Newsletter_FasterMobileReleases_20= 250304-None_Experiment-FALSE%26utm_term=3Dcta-ScheduleADemoToLearnMore%26ut= m_content=3DFasterMobileReleases_ScheduleADemoToLearnMore_None_Headline%253= AFasterMobileReleasesWithAutomatedQA_None_None_None_Newsletter-PrimaryPlace= ment_20250304_v1_/1/0100019560f79792-d9fd38b3-5cb3-40ac-8360-6dc3ea5439c1-0= 00000/363BFiawuveoK0T5kyWGrNpUvsyN20SXxrWkvhM3tMI=3D395" rel=3D"noopener no= referrer nofollow" target=3D"_blank"><span><strong>Schedule a demo to learn=
more</strong></span></a>
</span></span></div>
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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%2Fwww.digitaltrends.com%2Fmobile%2Fdeutsche-telekom-tmobi= le-perplexity-ai-phone-launch-mwc-2025%2F%3Futm_source=3Dtldrnewsletter/1/0= 100019560f79792-d9fd38b3-5cb3-40ac-8360-6dc3ea5439c1-000000/lIPC7Xk_UP9cEYp= 4uWt7H0LQNGNLivFh8U2DKMJlKZY=3D395">
<span>
<strong>T-Mobile's parent company i=
s making an AI Phone with Perplexity (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Deutsche Telekom and Perplexity are par= tnering to develop an AI phone that will have Perplexity's AI integrated on=
a system-wide level. Users will be able to interact with the phone's AI as= sistant even on the lock screen. The phone will offer access to various AI = providers. It will have some agentic capabilities, but it is unclear yet ho=
w it will execute tasks. The phone will be officially launched in the secon=
d half of this year priced at under a thousand dollars and hit the shelves =
at some point in 2026.
</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.cnbc.com%2F2025%2F03%2F03%2Famazon-backed-ai-firm-a= nthropic-valued-at-61point5-billion-after-latest-round.html%3Futm_source=3D= tldrnewsletter/1/0100019560f79792-d9fd38b3-5cb3-40ac-8360-6dc3ea5439c1-0000= 00/iA3Yex7br9B2DK7ez3z74M09BI5ku8yGIs6ucZ8LSWI=3D395">
<span>
<strong>Amazon-backed AI firm Anthr= opic valued at $61.5 billion after latest round (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Anthropic has just closed a funding rou=
nd at a $61.5 billion post-money valuation. The $3.5 billion round was led =
by Lightspeed Venture Partners - other investors included Salesforce, Cisco=
, and Fidelity. Anthropic plans to use the funds to advance its development=
of next-generation AI. It plans to expand its compute capacity, deepen its=
research in mechanistic interpretability and alignment, and accelerate its=
international expansion in Asia and Europe.
</span>
</span>
</div>
</td></tr></tbody></table>
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<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =9A=80</span></div>
</div>
</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;">
<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%2Fwww.npr.org%2F2025%2F03%2F03%2Fnx-s1-5316164%2Fnasa-new= -telescope-sphere-x-launch-tuesday%3Futm_source=3Dtldrnewsletter/1/01000195= 60f79792-d9fd38b3-5cb3-40ac-8360-6dc3ea5439c1-000000/zsTm3SzC-xNujg5gUVEDwx= Y3FkZUOoWbIe9WZZI0ups=3D395">
<span>
<strong>NASA's upcoming telescope l= aunch aims to address some existential questions (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
NASA plans to launch a telescope this w= eek to provide insight into how the universe began. The SPHEREx telescope h=
as a very wide field of view. It can detect infrared light and other wavele= ngths too long to be seen with the naked eye. The mission will image the en= tire universe four times over two years and create a very large data set ab= out the visible universe.
</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.fiercebiotech.com%2Fmedtech%2Froche-rolls-out-new-d= na-sequencing-expansion-approach%3Futm_source=3Dtldrnewsletter/1/0100019560= f79792-d9fd38b3-5cb3-40ac-8360-6dc3ea5439c1-000000/xSYTqL1biLHbjmv1vAqH_7zU= TOVZltK3bclYEo_3qe0=3D395">
<span>
<strong>Roche rolls out new DNA 'se= quencing-by-expansion' approach (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Sequencing-by-expansion is a new propri= etary method that pulls apart DNA molecules and amplifies the signal of eac=
h individual base, allowing scientists to avoid the time requirements of cy= cle-based sequencing as well as the comparable difficulties in distinguishi=
ng true signals among the noise. The technology is still in development and=
not yet commercially available, but it could one day be suitable for whole=
genome and exome sequencing as well as parsing RNA. The science behind the=
technology represents a significant breakthrough that addresses the limita= tions of existing sequencing solutions. It has the potential to revolutioni=
ze the use of sequencing in research and healthcare.
</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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<div class=3D"text-block">
<div style=3D"text-align: center;">
<h1><strong>Programming, Design & Data Science</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%2Fadvertise.tldr.tech%2F%3Futm_source=3Dtldr%26utm_medium= =3Dnewsletter%26utm_campaign=3Dsecondary03042025/1/0100019560f79792-d9fd38b= 3-5cb3-40ac-8360-6dc3ea5439c1-000000/l3B0hRpZwnCG5qkpEMxchQ24tVrZ4HNrV4FSpE= P6XD4=3D395">
<span>
<strong>Most ads get ignored=E2=80= =94here's where they don't (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Tech pros scroll past ads all day=E2=80= =94but not here. TLDR reaches millions of devs, founders, and decision make=
rs who actually open, read, and engage with what's inside. And to make thin=
gs easier, TLDR's team writes the ad copy for you, for free. <a href=3D"htt= ps://tracking.tldrnewsletter.com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Fu= tm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dsecondary030420= 25/2/0100019560f79792-d9fd38b3-5cb3-40ac-8360-6dc3ea5439c1-000000/pB2sEUMk4= yI-T02B5rehjTa4oS4psjAIXF6x-yT5plo=3D395" rel=3D"noopener noreferrer nofoll= ow" target=3D"_blank"><span>Learn more</span></a> about running your first =
ad campaign.
</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%2Fwild-card-ai%2Fagents-json%3Ftab=3Dreadme-= ov-file%26utm_source=3Dtldrnewsletter/1/0100019560f79792-d9fd38b3-5cb3-40ac= -8360-6dc3ea5439c1-000000/GRw0EgSxLu0kVPuVed4GgHEvEEA2vwvCeAp-OHCbe2w=3D395=
<span>
<strong>agents.json (GitHub Repo)</= strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The agents.json Specification is an ope=
n specification that formally describes contracts for API and agent interac= tions. It is built on OpenAPI, the gold standard for describing how API end= points work and can be executed. The specification introduces flows and lin=
ks to enable AI agents to take the right sequence of actions.
</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%2Fxeiaso.net%2Fblog%2F2025%2Fyoke-k8s%2F%3Futm_source=3Dt= ldrnewsletter/1/0100019560f79792-d9fd38b3-5cb3-40ac-8360-6dc3ea5439c1-00000= 0/7WYkxcuolEOC4xwrUkNjpHTLclt9LqnUWUs0FwZQbXM=3D395">
<span>
<strong>Yoke is really cool (14 min= ute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Yoke is a project that takes the idea o=
f Infrastructure as Code to the next level. It allows developers to write i= nfrastructure definitions in Go or Rust, compile them to WebAssembly, and t= hen take input and output from Kubernetes manifests that get applied to the=
cluster. Yoke has a feature called Air Traffic Control, which is a Kuberne= tes operator that lets developers define infrastructure as CustomResourceDe= finitions - the data in the CustomResource is passed into the Flight you as= sociate with it, and the Flight generates the manifests that get applied to=
the cluster. Air Traffic Control makes deploying things to clusters easier=
than ever.
</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"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.wsj.com%2Ffinance%2Fcurrencies%2Fwho-is-giancarlo-d= evasini-tether-jeremy-allaire-circle-90a408b9%3Fst=3D926oCc%26reflink=3Ddes= ktopwebshare_permalink%26utm_source=3Dtldrnewsletter/1/0100019560f79792-d9f= d38b3-5cb3-40ac-8360-6dc3ea5439c1-000000/mRA1yKo_sBQ0YJW5_zoxlW2rSmGagv-mNu= GkAklXdnI=3D395">
<span>
<strong>The Kill-or-Be-Killed Fight=
for Crypto's Future (20 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The call to bring crypto into the mains= tream through government regulation has opened up a kill-or-be-killed battl=
e among industry players. New laws could be devastating for individual play= ers depending on what side of new rules they are on. Tether may be an indus= try leader, but Circle has been calling for greater regulation that would b= enefit Circle at Tether's expense. This article details the battle between = Circle and Tether, which has been going on since crypto trading hit the mai= nstream in 2020.
</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%2Fthreadreaderapp.com%2Fthread%2F1896698293759230429.html= %3Futm_source=3Dtldrnewsletter/1/0100019560f79792-d9fd38b3-5cb3-40ac-8360-6= dc3ea5439c1-000000/toamVuBpJO28jCmCME5B-ssBm23RQcn4oImKkuW11gM=3D395">
<span>
<strong>Yes, we did shut down Sales= force a year ago, as we have many SaaS providers (4 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Klarna shut down around 1,200 SaaS a ye=
ar ago as it had developed an internal tech stack that brought data and kno= wledge together, resulting in serious productivity gains. The company found=
it was able to use AI to quickly deploy new interfaces and interactions. T= here was no longer any need for it to continue with a lot of its SaaS as th=
e tech stack allowed it to consolidate its technology and knowledge and rem= ove the silos. Besides the savings, Klarna gained the unification and stand= ardization of its knowledge and data.
</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;">=E2=9A= =A1</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;">
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<div style=3D"text-align: center;">
<h1><strong>Quick Links</strong></h1>
</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.marble.onl%2Fposts%2Fevals_are_not_all_you_need.htm= l%3Futm_source=3Dtldrnewsletter/1/0100019560f79792-d9fd38b3-5cb3-40ac-8360-= 6dc3ea5439c1-000000/_qK_jW8DiR2AqCnsGR8-9ItRC0o2_KSv7SQoVkkm--0=3D395">
<span>
<strong>Evals are not all you need =
(6 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Evals aren't great due to their false a= ppeal as a substitute for proper testing with users.
</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%2FDVBwhS/1/0100019560f79792-d9= fd38b3-5cb3-40ac-8360-6dc3ea5439c1-000000/SgFm6T-dkOLduiuVGXcyhYuDeS9mgye6e= aKh4_TswsQ=3D395">
<span>
<strong>Observations About LLM Infe= rence Pricing (19 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Pricing for the same model can differ s= ubstantially across providers - model size is a good predictor of price.
</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%2Fmehdio.substack.com%2Fp%2Fduckdb-goes-distributed-deeps= eeks%3Futm_source=3Dtldrnewsletter/1/0100019560f79792-d9fd38b3-5cb3-40ac-83= 60-6dc3ea5439c1-000000/ezNN2OW1EsoWEsyOySVGAhpVlHlHYVUVJC6Wd8I9KX8=3D395">
<span>
<strong>DuckDB goes distributed? De= epSeek's smallpond takes on Big Data (12 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
DeepSeek's smallpond project allows the=
company to scale up simply without having to rely on complex and heavy dis= tributed frameworks by default 'just in case'.
</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%2Fasteriskmag.com%2Fissues%2F09%2Fare-ais-people%3Futm_so= urce=3Dtldrnewsletter/1/0100019560f79792-d9fd38b3-5cb3-40ac-8360-6dc3ea5439= c1-000000/Za-pOX1spc6NSR6jj5OCSBtwJ47xWV1UWgz3SvOtI_o=3D395">
<span>
<strong>Are AIs People? (34 minute = read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
There will quite likely be sentient AI = systems in the future.
</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%2FUM2Z7B/1/0100019560f79792-d9= fd38b3-5cb3-40ac-8360-6dc3ea5439c1-000000/KuYSTaspxaITpuJSuaHW7TvDuk5jjUL2P= 2fqLWNO05I=3D395">
<span>
<strong>On GPT-4.5 (27 minute read)= </strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
GPT-4.5 has a different form factor wit=
h unique advantages that are hard to describe precisely in words.
</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%2Felijah-potter%2Fofc%3Ftab=3Dreadme-ov-file= %26utm_source=3Dtldrnewsletter/1/0100019560f79792-d9fd38b3-5cb3-40ac-8360-6= dc3ea5439c1-000000/iMtz4JrZzx_NZSKHY0dALbFe_qh-efHfofBXFZZBkWo=3D395">
<span>
<strong>Ollama Function Caller (Git= Hub Repo)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The Ollama function caller is a command= -line tool for prompting Ollama models locally that supports streaming and = gives users access to important settings, like context length and temperatu= re.
</span>
</span>
</div>
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