#worldview

Anthropic’s Daniela Amodei on the company’s ‘do more with less’ bet

Tech

Anthropic’s ‘do more with less’ bet has kept it at the AI frontier, co-founder Amodei tells CNBC

Published Sat, Jan 3 2026, 8:00 AM EST, Updated Sat, Jan 3 20268:53 AM EST

By MacKenzie Sigalos@KENZIESIGALOS

Key Points

  • Anthropic is taking a disciplined approach to spending and algorithmic efficiency while rival OpenAI makes $1.4 trillion in headline compute commitments.
  • Daniela Amodei argues the next phase won’t be won by the biggest pre-training runs alone, but by who can deliver the most capability per dollar of compute.
  • Heading into 2026, with both labs running as if they could go public while still raising fresh capital, it’s a question of brute-force scale versus efficiency.

See Video: Anthropic’s Daniela Amodei on their ‘do more with less’ bet and the AI race

SAN FRANCISCO — Inside Anthropic headquarters, President and co-founder Daniela Amodei keeps coming back to a phrase that’s become a sort of governing principle for the artificial intelligence startup’s entire strategy: Do more with less.

It’s a direct challenge to the prevailing mood across Silicon Valley, where the biggest labs and their backers are treating scale as destiny.

Firms are raising record sums, locking up chips years in advance, and pouring concrete across the American heartland for data centers in the belief that the company that builds the largest intelligence factory will win.

OpenAI has become the clearest example of that approach.

The company has made roughly $1.4 trillion in headline compute and infrastructure commitments as it works with partners to stand up massive data center campuses and secure next-generation chips at a pace the industry has never seen.

Anthropic’s pitch is that there’s another way through the race, one where disciplined spending, algorithmic efficiency, and smarter deployment can keep you at the frontier without trying to outbuild everyone else.

“I think what we have always aimed to do at Anthropic is be as judicious with the resources that we have while still operating in this space where it’s just a lot of compute,” Amodei told CNBC. “Anthropic has always had a fraction of what our competitors have had in terms of compute and capital, and yet, pretty consistently, we’ve had the most powerful, most performant models for the majority of the past several years.”

See Video: Anthropic bets efficiency can beat brute-force scale in the AI arms race

Daniela Amodei and her brother, Dario Amodei, who is Anthropic’s CEO and a Baidu and Google alumni, helped build the very worldview they’re now betting against.

Dario Amodei was among the researchers who helped popularize the scaling paradigm that has guided the modern model race. It is the strategy that increasing compute, data, model size, and capabilities tends to improve the model in a predictable way.

Editor’s Note: Interesting article on Anthropic, improving the model is exactly the right approach, IMHO. It’s not scale that will win, IMHO. Comments?

Continue/Read Original Article Here: Anthropic’s Daniela Amodei on the company’s ‘do more with less’ bet

#AnotherWay #BaiduAlum #CEO #CNBC #DanielaAmodei #DarioAmodei #DataCenters #Efficiency #GoogleAlum #Scale #WorldView
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David Schmidtindividual8
2026-01-04

It’s a complex realization 💡. As much as I believe global conflicts must be resolved by dominant powers, I understand why other nations feel detached. Why carry the weight of conflicts they didn’t create? 🤷‍♂️

There is peace in realizing that outside our bubble, life simply goes on. Leaving with a refreshed perspective.

See you soon, Hamburg! ⚓

John Griogair Belllibrarian@library.hrmtc.com
2026-01-01
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Hermetic Library Top Best Ten 2025Hermetic Library Top Best Ten 2025
Microglyphicsmicroglyphics
2026-01-01

Happy Fricken New Year 🥳🎉🍾

philosophics.blog/2026/01/01/a

As I move into a new year, I want to adopt a post-position stance – how I get beyond post-postmodernism. The postmodern philosophers got a lot right, but they still got mired in positional warfare. It's a trap.

2026

Grounding the Integrative #Worldview
“We especially encourage bridges between post-postmodern intellectual lineages like metamodernism, integral #philosophy , critical realism, complexity science, process thought, and related traditions—provided authors show how plural perspectives are critically analyzed, negated, and/or coordinated rather than merely aggregated.” ~ integrationjournal.org/

General Strike Nowstrike@libranet.de
2025-12-13

These criticisms include the UGTT's backing of an Oct. 21 general strike and protests in the southern city of Gabes due to poor environmental ...

Despite tensions with union leaders, Tunisia's controversial finance bill will introduce reforms that attract foreign investment and increase production in key sectors.#Worldview #news
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Andreas Sternowskicontinentia_verlag
2025-12-13

Our thinking is the basis of the modern consumption-based . We are all up to our ears in it. We don't want to give up anything we have—let's be honest with ourselves about that.

We have to that. That means we have to change our thinking: our , our view of , our life plans, our idea of a good life, our life goals. No one will do that for us. We, the people, you and I, have to tackle it.

WIST Quotations Has Moved!wist@my-place.social
2025-12-04

A quotation from Thomas Carlyle

It is well said, in every sense, that a man’s religion is the chief fact with regard to him. A man’s, or a nation of men’s. By religion I do not mean here the church-creed which he professes, the articles of faith which he will sign and, in words or otherwise, assert; not this wholly, in many cases not this at all. We see men of all kinds of professed creeds attain to almost all degrees of worth or worthlessness under each or any of them. This is not what I call religion, this profession and assertion; which is often only a profession and assertion from the outworks of the man, from the mere argumentative region of him, if even so deep as that.
   But the thing a man does practically believe (and this is often enough without asserting it even to himself, much less to others); the thing a man does practically lay to heart, and know for certain, concerning his vital relations to this mysterious Universe, and his duty and destiny there, that is in all cases the primary thing for him, and creatively determines all the rest. That is his religion; or, it may be, his mere scepticism and no-religion: the manner it is in which he feels himself to be spiritually related to the Unseen World or No-World; and I say, if you tell me what that is, you tell me to a very great extent what the man is, what the kind of things he will do is.

Thomas Carlyle (1795-1881) Scottish essayist and historian
Lecture (1840-05-05), “The Hero as Divinity,” Home House, Portman Square, London

More about this quote: wist.info/carlyle-thomas/80591…

#quote #quotes #quotation #qotd #thomascarlyle #belief #faith #innerself #mystery #profession #religion #skepticism #spirituality #worldview

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Лиха людської спільноти ...
Жан Амбурже

Les malheurs de la communauté ...
Jean Hamburger
buymeacoffee.com/valdeloir/ved


Лиха людської спільноти ...
Жан Амбурже

Les malheurs de la communauté ...
Jean Hamburger
https://buymeacoffee.com/valdeloir/vedololefa

#суспільство #світогляд #людство #філософія #мислення
#society #worldview #humanity #philosophy #thinking
2025-11-17

In short, simple terms, how would you describe the Christian worldview?

Steve Dustcircle 🌹dustcircle
2025-11-17

"11 That Changed My "

Nate weaves personal reflections into an exploration of the human predicament, unpacking a series of chronological that have reshaped his worldview. What began years ago as an investigation into oil has morphed into a deep lifelong into the complex web of energy, , evolution, and systems that drive today’s .

resilience.org/stories/2025-11

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