2022 9 Game Changers
9 technologies that could change the world
Centralized vs Decentralized Networks
SEMICONDUCTORSThe shortage grows longer |
Francis Scialabba
As Neal over at the daily newsletter wrote last week, the chip shortage was supposed to start easing up in the second half of 2021. But it’s not: Susquehanna Financial Group found that the average time it takes for a semiconductor order to be delivered—i.e., lead time—increased to 20.2 weeks in July. That’s up from 19.3 weeks in June, and up from 12.6 weeks a year ago.
In case you need help visualizing the real-world impact, Toyota—which was heralded for its ability to withstand the chip crisis just a few months ago—announced it’d slash auto production in Japan by 40% next month due to...you guessed it. That translates to somewhere between 60,000 and 90,000 fewer vehicles.
Looking ahead: The semiconductor shortage has been a defining story of this year, and now some companies expect it to spill over into 2022.—DM |
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McKinsey's Gonna Need More Than a Spoonful of Sugar |
Prominent consulting shop McKinsey & Co. has agreed to pay DC and most US states and territories $573 million for its role in the opioid epidemic—the first such nationwide settlement. The allegations: In 2013, when the impacts of opioids and addiction were already well-documented, the firm advised OxyContin manufacturer Purdue Pharma on how to "supercharge" sales by $100 million, including by targeting doctors who might have overprescribed opioids and by switching patients to more powerful doses.
Most of the settlement money will head to treatment and rehab programs in areas hit hard by the epidemic, which has killed 400,000+ Americans. $15 million will be used to reimburse the National Association of Attorneys General for investigation costs.
Zoom out: A wave of litigation that started in 2017 against companies linked to the opioid crisis is seeing results. Some pharma companies have reached settlements with individual states; Purdue Pharma agreed to pay the DOJ $8.3 billion; and Johnson & Johnson and three drug distributors are in negotiations for another multistate settlement worth $26 billion. |
As promised, the Apple Silicon Macs are “buttery smooth.” They exceed even my very high expectations.
It represents a huge milestone in a slow revolution in tech. This is the biggest threat ever to the x86 platform.
Apple has shown everyone that ARM platforms can not only compete with x86, but can exceed its performance.
Owning “the whole widget” gives Apple a huge advantage here and with future products.
There is a very large opportunity for someone else to make robust platforms for ARM on Windows and in the data center.
AI
State of AI Report 2020
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Giphy/Boston Dynamics
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Every year, the algorithm that runs this newsletter
eagerly awaits an annual AI report from
U.K. investors Nathan Benaich and Ian Hogarth. Their 2020 findings didn’t
disappoint. Research
Language models are improving and getting really big. They tend to
be developed by large organizations and distinguished by hefty training
costs. OpenAI’s GPT-3 has over 10x the parameters of the next biggest
language model, which was developed by Microsoft. Biology is having a breakout “AI moment,” with an
explosion of research publications this year and last year involving AI
methods. Privacy-preserving AI research has also ballooned, with more papers
in the H1 2020 than all of 2019 that mention federated learning. A drawback: “We’re rapidly approaching
outrageous computational, economic, and environmental costs to gain
incrementally smaller improvements in model performance.” The human brains
powering everything
The exodus from academia to Big Tech continues, which
may affect graduates’ entrepreneurship rates. The U.S. remains a magnet for
AI talent, meaning some countries are experiencing brain drain.
Ethics and politics
Facial recognition is already widely deployed around
the world. This year it really became a hot-button issue, with Facebook settling a
class-action lawsuit, multiple U.S. municipal bans, and large companies like
Microsoft and Amazon reconsidering facial
recognition work. Then, there’s the Washington-Beijing tech tensions.
Those get enough airtime in this newsletter, so we’ll move on: The report
points to a rising tide of “AI nationalism,” governments limiting foreign
takeovers of superstar tech startups. The future
Benaich and Hogarth provide eight predictions for the
next year. File the sauciest one—Nvidia doesn’t complete its Arm acquisition—under
AI nationalism. Other predictions: A top tech company will
shutter its AI lab in a strategic reset. Google’s DeepMind will make a
breakthrough in biology-drug discovery, while Facebook will make one with computer
vision and AR/VR. An AI-first drug discovery startup exits for $1+
billion. We’ll see you back here in 2021 to check on those
predictions. In the meantime, you can read the Brew’s AI guide for
deeper industry breakdowns. |
SPONSORED BY HPE
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The race to Exascale computing is the space race of our century.
What is Exascale? It’s a
supercomputer performing a billion billion
calculations per second. Imagine how researchers might use that kind of power
to tackle everything from vaccine discovery to the climate crisis. HPE spoke
with Rick Stevens, leader of Argonne National Lab’s Exascale Computing
Initiative, about how these new supercomputers will change the world. Read the Q&A. |
Francis Scialabba
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Francis Scialabba
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Andlinger Institute: World Without Airconditioning
Proposed "Cooling Wall"
Benefits vs Airconditioning
POLICY
The Limit Does Not Exist
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This week, Senate Democratic Leader Chuck Schumer
(D-NY), Sen. Todd Young (R-IN), Rep. Ro Khanna (D-CA), and Rep. Mike
Gallagher (R-WI) unveiled the Endless Frontier Act
(EFA).
I’m normally not in the business of covering laws,
much less proposed ones. But EFA is an exception since it seeks to
turbocharge American “discovery, creation, and commercialization of critical
tech.” By that, the lawmakers mean every technology you read about in this
newsletter.
EFA’s core proposals
This is great news for U.S. universities and businesses, because
EFA would pad R&D budgets, establish new scholarships, and create
cutting-edge labs and fabrication plants.
What’s driving the
frontier mindset?
As I wrote in the fall, the private sector overtook Washington in
R&D investment four decades ago. EFA’s sponsors want to expand the pool
of capital so that all of Washington’s tech priorities are advanced in the
U.S.
The other reason for EFA, which its sponsors
explicitly call out: China. While Beijing’s bid for tech supremacy is better
described as a “slow burn” rather than a “Sputnik moment,” the country’s tech
industrial base is now a true contender with the U.S. There’s more to
come:
"The U.S. needs to pursue with all-of-the-above
strategy and intensify efforts," a person familiar with the legislation
told Emerging Tech Brew.
Bottom line: As Bill of Schoolhouse Rock’s “I’m
Just a Bill” could tell you, EFA may never see the light of day. But adding
$$$ to tech R&D and accelerating the U.S.-China tech decoupling are
bipartisan priorities.
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POLICY
The Limit Does Not Exist
|
|
This week, Senate Democratic Leader Chuck Schumer
(D-NY), Sen. Todd Young (R-IN), Rep. Ro Khanna (D-CA), and Rep. Mike
Gallagher (R-WI) unveiled the Endless Frontier Act
(EFA).
I’m normally not in the business of covering laws,
much less proposed ones. But EFA is an exception since it seeks to
turbocharge American “discovery, creation, and commercialization of critical
tech.” By that, the lawmakers mean every technology you read about in this
newsletter.
EFA’s core proposals
This is great news for U.S. universities and businesses, because
EFA would pad R&D budgets, establish new scholarships, and create
cutting-edge labs and fabrication plants.
What’s driving the
frontier mindset?
As I wrote in the fall, the private sector overtook Washington in
R&D investment four decades ago. EFA’s sponsors want to expand the pool
of capital so that all of Washington’s tech priorities are advanced in the
U.S.
The other reason for EFA, which its sponsors
explicitly call out: China. While Beijing’s bid for tech supremacy is better
described as a “slow burn” rather than a “Sputnik moment,” the country’s tech
industrial base is now a true contender with the U.S. There’s more to
come:
"The U.S. needs to pursue with all-of-the-above
strategy and intensify efforts," a person familiar with the legislation
told Emerging Tech Brew.
Bottom line: As Bill of Schoolhouse Rock’s “I’m
Just a Bill” could tell you, EFA may never see the light of day. But adding
$$$ to tech R&D and accelerating the U.S.-China tech decoupling are
bipartisan priorities.
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