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AI adoption is super uneven

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= 17 Sep


				Matt V, Maria G & Adam B

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A group of pandas is called an= embarrassment.

Correct. Because they can=E2= =80=99t mate properly, can=E2=80=99t defend themselves, and survive only be= cause humans keep bailing them out.

Cute? Yes.= Functional? Absolutely not.

What=E2=80=99s= in store:

DC and Utah are using = more AI than California?
Google just drop= ped =C2=A35bn on UK AI.
Around the web: Y= ouTube came out with new creator monetisation tools with swappable ads.
= The $100k AI jobs no one is talking about.

Read Time: 5 minutes

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ANTHROPIC

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<= a class=3D"link" href=3D"https://link.mail.beehiiv.com/ss/c/u001.NDEKvrcAp3= 6_oNtoPadwANvn-0humtJEvCwALEnpGO1BYSWh3IB1nXu-QFmI1nTusq8QIkBtJtnBG5-3_9_NM= pIw3OokP6F0TOlum6Q2RQ0vhs30Q7CWH6ggL6RJnp2N1AU5cyAGt4KABX1iz030wJfMj7DLCD2I= pdcF3FxM6j5vS_t726dH_S8O3Zo70OLG/4jz/Ut1DRrhTTg6-F4CvI0RdJA/h4/h001.S_ohNnn= bAJYl6LGyhb67R1_ihaF1ncQBQXsQyxBF848" target=3D"_blank" rel=3D"noopener nor= eferrer nofollow">Some countries are swimming in AI, while others bar= ely touch it

AI is spreading far faster than past tech.

Around 40% of US employees now use AI = at work, double since 2023.

It rides today=E2= =80=99s digital rails and is easy to try, so early use clusters in a few re= gions and task types before widening.

Anthrop= ic tracks this via Claude.ai (consumer) and API (enterprise) data.

Coding still leads, but education and science are grow= ing.

New features (web search, research modes= , Artifacts) nudged more internet research and multimedia/app creation.

People are delegating more end-to-end work: =E2= =80=9Cdo the whole task=E2=80=9D requests rose, and usage shifted from debu= gging to creating code, pointing to better first-pass quality and rising co= nfidence.

Where AI is used and how:

Per-capita usage= concentrates in richer, tech-ready economies.
Many emerging economies = are below what their population would suggest.
In the US, DC leads per-c= apita, then Utah and California. Local economies shape usage: California sk= ews to IT, Florida to finance, DC to documents/careers.
Lower-adoption p= laces lean heavily on coding; higher-adoption places spread across educatio= n, science and business.

Coll= aboration shifts too: lower-adoption areas automate more, higher-adoption a= reas iterate and learn more, even after adjusting for task mix.

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Programmatic use looks more specialised and more automate= d.

Software development and office/admin task= s dominate; education/creative are smaller than on Claude.ai.

= About three-quarters of API traffic is full task delegatio= n.

Capability beats price in driving use, but= complex tasks need rich context, so data pipelines and process changes bec= ome the bottleneck.

Collab vs command

This is the classic early phase of a general-purpose tech: narrow= , automation-heavy, productivity-raising.

Ben= efits may concentrate in already-advantaged regions and roles.

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Routine work could be displaced, while people with organi= sational know-how, and who can steer AI, gain most.

Anthropic has open-sourced task-level u= sage for Claude.ai and first-party API (plus methods).

Geographic cuts currently cover Claude.ai, to help researchers te= st what drives adoption, where gains accrue, and which workers are most aff= ected.

Enterprises said: collaboration? Never = heard of her. Automation only.

Do= you think AI will close the global digital gap or make it worse?

= It=E2=80=99ll eventually even things out

It=E2=80=99ll widen the gap even more

= Vote for live results and see results + opinions from y= esterday at the bottom of the email.

AI CAREER PATHS

AI Careers That Don't Require Coding

Meta, Amazon, a= nd Netflix are just a few of the hot hands paying $50k-$100k+ for AI agent = trainers and managers.

Read our AI jobs guide = to position yourself as an expert and stake a place ASAP.=C2=A0

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Why pursue these roles?=C2=A0

150% increase in AI trainer job postings since 2023
No computer science= degree needed
$50k-$100k+ salary, based on experience

The rise of Ge= nAI demands more specialists

G= et in quick or watch the window shut.=C2=A0

AI Career Guide =E2=86=92

On This Day

O= n this day in 1787, Delegates at the Constituti= onal Convention in Philadelphia signed the United States Constitution.

<= b>How I AI

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Researc= h on subjects to be used in a fiction styled non-fiction story. Also, as a = soundboard for tweaking my ideas, usually in a question/answer model. I do = ask for assessments, and corrections to info using scientific concepts in a= plausible but creative way according to the story. The outcome helps me co= mpare what serves best the storyline and it=E2=80=99s effort to be plausibl= e.

Camille, Nethe= rlands

Tell us how you=E2=80=99re using AI! =E2=86=92

GOOGLE

The UK just got its biggest AI flex yet

Google=E2=80=99s parent company,= Alphabet, is putting =C2=A35bn = ($6.8bn) into UK artificial intelligence over the next two years.

The money will go towards new infrastructure and resea= rch, including a =C2=A3735m data centre in Waltham Cross, Hertfordshire.

Some of the funding will also support = London-based DeepMind, led by Sir Demis Hassabis, which is known for using = AI to drive major advances in science.

Here=E2=80=99s what = you should know:

=C2=A35bn to be invested in UK AI over two years=
New =C2=A3735m data centre opening in Hertfordsh