From TradeBriefs <[email protected]>
Subject The Two-Minute Mile Problem - Oct 6, 2025
Date October 6, 2025 11:20 AM
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News and Insight for Decision-Makers

Editor's Pick

The Two-Minute Mile Problem

[[link removed]}&lead=419599&emailid=240920&nl=daily
year ago I argued that as AI algorithms structure more and more
decisions, “last mile” human judgment would become a luxury good
available to those who could pay for concierge discernment. The 5-15%
“last mile” space is what algorithms can’t capture, where fine
tuned human judgement is needed.

The “last mile” in higher education has always been personalized
attention, and its outcome in the AI era is systematic acceleration.
Students trained to run a two-minute mile will soon be arriving in a
system built for the four-minute mile. The entire U.S. undergraduate
university structure, from the Carnegie Unit to the four-year degree,
is calibrated for a steady, predictable pace. A student who can master
content at twice the expected speed creates a structural challenge I
call the “two-minute mile” or “fast mile” problem.

Continued here

High-signal, zero noise. Expense Premium
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Work

US to deport 11 more people to Eswatini in deal criticised by lawyers
and NGOs
[[link removed]}&lead=419599&emailid=240920&nl=daily]
[[link removed]}&lead=419599&emailid=240920&nl=daily]
“The US government is basically paying ‘third countries’ to be
the henchmen in their deliberate cruelty toward immigrants,” Alma
David, the US attorney for Roberto Mosquera del Peral from Cuba and
Kassim Wasil from Yemen, both of whom are still imprisoned in
Eswatini, said in a statement responding to Etoria’s release in
September.

Work

Elon Musk's $1 trillion pay plan faces pushback from investors, state
officials
[[link removed]}&lead=419599&emailid=240920&nl=daily]
A group of Tesla shareholders including SOC Investment Group and
several state officials urged investors to vote against Elon Musk's $1
trillion pay package at the company's November meeting, a regulatory
filing showed on Thursday.

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What messy middle? Orange EV has logged over 10 MILLION all-electric
hours!
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[[link removed]}&lead=419599&emailid=240920&nl=daily]
This week, Orange EV deployed fleet logged its ten millionth hour of
operation, saving fleets $100 million in fuel and maintenance costs!

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Drones, sabotage, surveillance: Moscow's hybrid warfare takes to the
high seas
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[[link removed]}&lead=419599&emailid=240920&nl=daily]
A spate of recent incidents involving Russian-linked ships has put the
spotlight on the sea as an increasingly important element in Moscow's
hybrid warfare strategy targeting Europe.

























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Two hours of exercise a week reduces joint pain and visits to GP
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[[link removed]}&lead=419599&emailid=240920&nl=daily]
Study looks at how workouts can help those with hip, knee and back
pain - and benefit UK economy to tune of ?34bn

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Who Exactly is a "Real Chemist"
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[[link removed]}&lead=419599&emailid=240920&nl=daily]
This is a sort of paper that you don't see too much if you most read
chemistry and biology journals.

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How AI is shaking up the study of earthquakes
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[[link removed]}&lead=419599&emailid=240920&nl=daily]
"It's kind of like putting on glasses for the first time," one
scientist told me.

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Is the Human Washing Machine of our Dreams Finally Becoming a Reality?
[[link removed]}&lead=419599&emailid=240920&nl=daily]
[[link removed]}&lead=419599&emailid=240920&nl=daily]
If you wandered the Osaka Healthcare Pavilion at Expo 2025 and felt
like you'd stepped into a retro sci-fi spa, you weren't imagining
things. One of the talk-of-the-fair exhibits is a futuristic bathing
pod -- billed as a "Future Human Washing Machine" -- that promises to
wash and dry a person in rougly 15 minutes using ultra-fine bubbles,
sensors and AI to adjust temperature, pressure and even the visuals
you see while inside

























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How Germany outfitted half a million balconies with solar panels
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[[link removed]}&lead=419599&emailid=240920&nl=daily]
Meet balkonkraftwerk, the simple technology putting solar power in the
hands of renters and nudging Germany toward its clean energy goals.

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Amateur soccer headers and brain health: Study finds changes within
folds of the brain
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[[link removed]}&lead=419599&emailid=240920&nl=daily]
In amateur soccer players, more frequent heading, or using the head to
control or pass the ball, is linked to alterations within the folds of
the brain, according to a study published in Neurology.

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How Much Energy Does It Take to Power Billions of AI Queries?
[[link removed]}&lead=419599&emailid=240920&nl=daily]
All generative AI queries could hit 329 billion per day by 2030. See
the big picture on AI's energy use, and how it's reshaping our world.

Work

Japanese tech giant deploys laser drones to protect chickens - drones
are hoped to prevent the spread of avian flu
[[link removed]}&lead=419599&emailid=240920&nl=daily]
[[link removed]}&lead=419599&emailid=240920&nl=daily]
Feathered poultry farm visitors are scattered by laser beams.

























Work

Who owns what when AI creates everything?
[[link removed]}&lead=419599&emailid=240920&nl=daily]
[[link removed]}&lead=419599&emailid=240920&nl=daily]
Can a prompt make you an artist? As AI blurs the line between tool &
creator, explore who truly owns AI-generated art, how copyright law
struggles to keep up.

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Fossilized ear bones rewrite the history of freshwater fish - Berkeley
News
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[[link removed]}&lead=419599&emailid=240920&nl=daily]
Analysis of well-preserved bony structures in the middle ear of a 67
million-year-old fossil suggests that oceanic fish invaded Earth's
streams and lakes multiple times -- developing improved hearing along
the way.

Work

Her Stocks Were Quietly Stolen From Her I.R.A.
[[link removed]}&lead=419599&emailid=240920&nl=daily]
[[link removed]}&lead=419599&emailid=240920&nl=daily]
A retiree logged into his wife's Roth I.R.A. to make a trade, and
stumbled upon a crime scene.

Work

Canada Post Strike Poses Challenges for Remote Communities
[[link removed]}&lead=419599&emailid=240920&nl=daily]
[[link removed]}&lead=419599&emailid=240920&nl=daily]
A strike, and growing prospects of drastic cuts to the state-owned
postal service, make life very hard for Canada's remote communities.
























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Work

Deloitte to refund government, admits AI errors in $440k report - AFR
[[link removed]}&lead=419599&emailid=240920&nl=daily]
[[link removed]}&lead=419599&emailid=240920&nl=daily]
Deloitte Australia will issue a partial refund to the federal
government after admitting that artificial intelligence had been used
in the creation of a $440,000 report littered with errors including
three nonexistent academic references and a made-up quote from a
Federal Court judgement.

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'Determination and ingenuity': Australia's oldest man just turned 112
[[link removed]}&lead=419599&emailid=240920&nl=daily]
Ken Weeks was still walking into town for shopping after he turned 100
more than a decade ago.

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The 2025 Bird Photographer of the Year Gives a Lesson in Planning and
Patience
[[link removed]}&lead=419599&emailid=240920&nl=daily]
[[link removed]}&lead=419599&emailid=240920&nl=daily]
This year's contest saw more than 33,000 entries from photographers
all over the world, and adults from eight countries won top honors.

Work

Bonfire of the middle managers - The Economist
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[[link removed]}&lead=419599&emailid=240920&nl=daily]
Why firms are "delayering"







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A make-or-break moment for Israel, Hamas - and Donald Trump - The
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Talks in Egypt could see hostages released and catalyse peace

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Ukraine's hellfire is intensifying the Kremlin's fuel crisis - The
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Almost half of Russia's refineries have been hit by drones and
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Flying Taxis Take Flight in First Public Demo in US - Business Insider
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Joby and Archer Aviation are creating electric vertical take-off and
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Argentina's wily currency traders drain Javier Milei's dollars - FT
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Labyrinthine restrictions and chronic instability spawn strategies to
profit from foreign exchange policies

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Syria chooses first post-Assad parliament - FT
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Indirect elections and appointments are test of President Ahmed
al-Sharaa's commitment to inclusivity

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California governor vows to sue Trump for sending troops to Oregon -
FT [[link removed]}&lead=419599&emailid=240920&nl=daily]
[[link removed]}&lead=419599&emailid=240920&nl=daily]
President steps up military presence in Democrat-run cities by
deploying National Guard in Chicago and Portland

Work

UK government undermined China spying probe to protect Beijing ties,
say officials - FT [[link removed]}&lead=419599&emailid=240920&nl=daily]
[[link removed]}&lead=419599&emailid=240920&nl=daily]
archived 5 Oct 2025 23:35:22 UTC

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From dealmaker to diplomat: Trump envoy shakes up Middle East - FT
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Private equity magnate Tom Barrack has made a slew of gaffes but
forged strong relationships with key leaders

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'Gold-plated Fomo' powers bullion's record-breaking rally - FT
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Price has rocketed almost 50% this year, its best performance since
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Billionaire beef baron warns US not producing enough to satisfy
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JBS's Wesley Batista says strong US demand is pushing country towards
imports despite Trump's tariffs

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Elon Musk gambles billions in Memphis to catch up on AI - WSJ
[[link removed]}&lead=419599&emailid=240920&nl=daily]
[[link removed]}&lead=419599&emailid=240920&nl=daily]
xAI aims to win the tech arms race with its "Colossus" data centers,
thrown up at lightning speed. The city is divided over the massive
power and water demands.

Work

Gazans have a message for Hamas: End the war now - WSJ
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[[link removed]}&lead=419599&emailid=240920&nl=daily]
Weary Palestinians say President Trump's peace plan isn't perfect, but
a halt to the fighting is more important.

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Rising fees force premium credit-card holders to choose sides - WSJ
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Cardholders with annual fees above $500 spend an average of $2,736 a
month, nearly three times as much as those with cheaper cards,
according to J.D. Power.

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Daniel Ek stepping down changes nothing for Spotify
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Musicians who've pulled their music from Spotify over royalties, AI,
or drones aren't impressed by Daniel Ek's shift from CEO to chairman.

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Side Gigs For Physicians Boom As Salaries Flatten And Burnout
Continues
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As burnout grows and salaries stagnate, more doctors are building
independent income streams

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Trump calls for YouTube TV to bring back Univision, calls it 'very
bad' for GOP ahead of midterms | CNN Business
[[link removed]}&lead=419599&emailid=240920&nl=daily]
[[link removed]}&lead=419599&emailid=240920&nl=daily]
Portraying Univision as a crucial political tool for Republicans,
President Trump is publicly pressing Google to restore access to
Univision on the YouTube TV streaming platform.

Work

Fiji's HIV cases surge due to bluetoothing, chemsex and needle-sharing
[[link removed]}&lead=419599&emailid=240920&nl=daily]
[[link removed]}&lead=419599&emailid=240920&nl=daily]
The small South Pacific nation is facing one of the world's fastest
growing HIV epidemics.

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Mount Everest: More than 200 hikers still stranded after blizzard hits
Mount Everest - follow live
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[[link removed]}&lead=419599&emailid=240920&nl=daily]
"I was so lucky to get out," a hiker tells the BBC after being caught
in two days of unusually heavy snow in the Himalayas.

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A selfie with Netanyahu turns into an employee and customer exodus
[[link removed]}&lead=419599&emailid=240920&nl=daily]
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Employee resignations from AI coding startup Vercel may signal a
changing tide in the tech industry's attitude towards the war in Gaza

Work

Harvey's CEO Tells BI the 2 Habits Helping Him Grow His AI Startup -
Business Insider [[link removed]}&lead=419599&emailid=240920&nl=daily]
[[link removed]}&lead=419599&emailid=240920&nl=daily]
Harvey's CEO told BI he focuses on two key habits: calendar audits and
hands-on hiring

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Meta's AI strategy is simple: outspend everyone else
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[[link removed]}&lead=419599&emailid=240920&nl=daily]
The company is buying GPUs, data rights, chip startups, and political
allies, betting that no one else can afford to match its pace in AI

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Startups on hard mode: Founding in Europe
[[link removed]}&lead=419599&emailid=240920&nl=daily]
[[link removed]}&lead=419599&emailid=240920&nl=daily]
I'm an American operating a seed-stage startup in Europe. Berlin, to
be exact. Someone asked me recently "if there's a next one, will
you...

Work

AOL's dial-up internet service killed with a final modem screech after
34 years - America Online goes offline this week, but other dial-up
services still exist
[[link removed]}&lead=419599&emailid=240920&nl=daily]
[[link removed]}&lead=419599&emailid=240920&nl=daily]
But there are other dial-up ISP still around, and you can still use
your modem for BBS access, or its fax functionality.

Work

North Korean agents pretending to be IT guys have funneled up to $1
billion into Kim Jong Un's nuclear program | Fortune
[[link removed]}&lead=419599&emailid=240920&nl=daily]
Using AI to create fake identities, they get remote jobs, then hide in
plain sight--in Slack, on Zooms, and in corporate infrastructure.

Work

A breach every month raises doubts about South Korea's digital
defenses
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[[link removed]}&lead=419599&emailid=240920&nl=daily]
Known for its blazing fast internet and home to some of the world's
biggest tech giants, South Korea has also faced a string of data
breaches and cybersecurity lapses that has struggled to match the pace
of its digital ambitions.

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American Airlines is making a big change to its carry-on baggage rules
from Monday - and you're likely to benefit
[[link removed]}&lead=419599&emailid=240920&nl=daily]
[[link removed]}&lead=419599&emailid=240920&nl=daily]
An internal memo has updated employees of the change.

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Trump Calls Deadly Strikes on Boats in Caribbean an 'Act of Kindness'
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[[link removed]}&lead=419599&emailid=240920&nl=daily]
The president, speaking aboard an aircraft carrier off Norfolk, Va.,
repeated his claims that the boats were trafficking drugs bound for
the United States.

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How America's CEOs lost their voice to Trump
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Trump has turned corporate strategy into tribute, with CEOs betting
that gifts, praise, and silence are the safest hedge against
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How China is challenging Nvidia's AI chip dominance
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[[link removed]}&lead=419599&emailid=240920&nl=daily]
The US has also deployed export restrictions as it tries to slow down
China's development of advanced technology, including Washington's
decision to block Beijing's access to high-end Nvidia chips.

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Opinion | Political Violence. Threats to Free Speech. A Disinformation
Crisis. We've Been Here Before.
[[link removed]}&lead=419599&emailid=240920&nl=daily]
[[link removed]}&lead=419599&emailid=240920&nl=daily]
To see a way out of our destructive spiral we should look to the
innovation of the 1920s.

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